From 4ce5adf5935e2840f13da9e9de332b4a72357bae Mon Sep 17 00:00:00 2001
From: Matthew Charles Busel <mattbusel@gmail.com>
Date: Fri, 25 Sep 2026 17:21:52 -0400
Subject: [PATCH] Visual overhaul: animated hero, terminal captures, Pages
 site; fix web UI dropping tokens and spaces

- Fix #3: web UI and --json-stream keep the whitespace between words (carried onto the next token's text and original); tests updated and added
- Web UI: tokens of a fast stream were discarded when [DONE] arrived before the render loop drained; now the queue is flushed first
- Web UI: provider=mock was silently mapped to OpenAI; add Mock (no API key) to the provider menu
- --json-stream no longer prints the human header/footer into its JSONL output
- New --no-open flag for --web
- Mock fixture reads as one sentence and echoes the whole prompt (up to 40 chars) instead of starting mid-sentence
- Terminal header/footer and web UI restyled around one palette; confidence shown as an underline per token
- README: animated SVG hero from real mock output, real terminal captures, collapsible reference; GitHub Pages site in docs/
- Social preview card at .github/social-preview.png
---
 .github/social-preview.png       | Bin 0 -> 32909 bytes
 README.md                        | 370 +++++++++++++++------------
 Screenshot 2025-07-08 185410.png | Bin 48125 -> 0 bytes
 Screenshot 2025-07-09 015940.png | Bin 70156 -> 0 bytes
 Screenshot 2025-07-12 161852.png | Bin 132129 -> 0 bytes
 assets/hero.svg                  |  12 +
 assets/terminal-table.svg        |   1 +
 assets/terminal-visual.svg       |   1 +
 assets/web-ui.png                | Bin 0 -> 57171 bytes
 docs/.nojekyll                   |   0
 docs/assets/hero.svg             |  12 +
 docs/assets/social-preview.png   | Bin 0 -> 32909 bytes
 docs/assets/terminal-table.svg   |   1 +
 docs/assets/terminal-visual.svg  |   1 +
 docs/assets/web-ui.png           | Bin 0 -> 57171 bytes
 docs/index.html                  | 242 ++++++++++++++++++
 examples/mock_stream.rs          |   6 +-
 src/cli.rs                       |   4 +
 src/lib.rs                       | 201 ++++++++++-----
 src/web.rs                       |  12 +-
 static/index.html                | 418 +++++++++++++++++--------------
 21 files changed, 865 insertions(+), 416 deletions(-)
 create mode 100644 .github/social-preview.png
 delete mode 100644 Screenshot 2025-07-08 185410.png
 delete mode 100644 Screenshot 2025-07-09 015940.png
 delete mode 100644 Screenshot 2025-07-12 161852.png
 create mode 100644 assets/hero.svg
 create mode 100644 assets/terminal-table.svg
 create mode 100644 assets/terminal-visual.svg
 create mode 100644 assets/web-ui.png
 create mode 100644 docs/.nojekyll
 create mode 100644 docs/assets/hero.svg
 create mode 100644 docs/assets/social-preview.png
 create mode 100644 docs/assets/terminal-table.svg
 create mode 100644 docs/assets/terminal-visual.svg
 create mode 100644 docs/assets/web-ui.png
 create mode 100644 docs/index.html

diff --git a/.github/social-preview.png b/.github/social-preview.png
new file mode 100644
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diff --git a/README.md b/README.md
index c271734c..320f81ae 100644
--- a/README.md
+++ b/README.md
@@ -1,15 +1,48 @@
-# every-other-token
-
-[![crates.io](https://img.shields.io/crates/v/every-other-token.svg)](https://crates.io/crates/every-other-token)
-[![docs.rs](https://docs.rs/every-other-token/badge.svg)](https://docs.rs/every-other-token)
-[![License: MIT](https://img.shields.io/badge/license-MIT-blue.svg)](LICENSE)
-[![Rust](https://img.shields.io/badge/rust-1.81+-orange.svg)](https://www.rust-lang.org/)
+<p align="center">
+  <a href="https://mattbusel.github.io/Every-Other-Token/"><img src="assets/hero.svg" width="100%" alt="every-other-token: the mock provider's stream, token by token, with every other token reversed and a confidence bar under each one"></a>
+</p>
+
+<p align="center">
+  <a href="https://crates.io/crates/every-other-token"><img src="https://img.shields.io/crates/v/every-other-token.svg?color=ff6a2b&labelColor=0c0d0b" alt="crates.io"></a>
+  <a href="https://github.com/Mattbusel/Every-Other-Token/actions/workflows/ci.yml"><img src="https://github.com/Mattbusel/Every-Other-Token/actions/workflows/ci.yml/badge.svg" alt="CI"></a>
+  <a href="https://docs.rs/every-other-token"><img src="https://img.shields.io/docsrs/every-other-token?labelColor=0c0d0b" alt="docs.rs"></a>
+</p>
+
+<p align="center">
+  <a href="https://mattbusel.github.io/Every-Other-Token/"><b>Project site</b></a> &nbsp;&middot;&nbsp;
+  <a href="#try-it-in-one-minute-no-api-key">Quick start</a> &nbsp;&middot;&nbsp;
+  <a href="https://github.com/Mattbusel/Every-Other-Token/releases/latest">Binaries</a> &nbsp;&middot;&nbsp;
+  <a href="https://docs.rs/every-other-token">API docs</a>
+</p>
 
 A Rust CLI and web UI that intercepts an LLM's token stream as it arrives, shows per-token confidence and perplexity from the logprobs, and can rewrite every other token (or any fraction) on the fly, for interpretability research, red-teaming and prompt engineering.
 
 You normally see a model's answer only as finished text. `every-other-token` sits on the OpenAI or Anthropic SSE stream and lets you watch and poke it token by token: color tokens by confidence, mutate them with transforms (reverse, noise, delete, synonym, chained), compare two providers or two system prompts statistically, record and replay runs, and export per-token data to CSV, JSONL or an HTML heatmap. A `--dry-run` mode with a mock provider needs no API key.
 
-![Terminal output with confidence heatmap (early version)](Screenshot%202025-07-12%20161852.png)
+## Try it in one minute (no API key)
+
+```bash
+cargo install every-other-token
+every-other-token "What is consciousness?" --provider mock --visual
+```
+
+<img src="assets/terminal-visual.svg" width="100%" alt="Terminal output: every other token reversed and highlighted, 22 tokens streamed, 11 transformed">
+
+The `mock` provider replays a fixed reply with fixed logprobs through the real interception pipeline, so everything above is real output; only the model is canned. Set `OPENAI_API_KEY` or `ANTHROPIC_API_KEY` and drop `--provider mock` to intercept a real model.
+
+## What you get
+
+**Every token carries its numbers.** Each intercepted token is an event with the original text, what was shown, its index, whether it was rewritten, confidence `exp(logprob)`, perplexity `exp(-logprob)` and the top alternatives. Read them from the library, stream them as JSON lines with `--json-stream`, or export CSV, JSONL or a self-contained HTML heatmap.
+
+<img src="assets/terminal-table.svg" width="100%" alt="Per-token table from cargo run --example mock_stream: original token, shown token, confidence and perplexity for each of 19 tokens">
+
+<sub>`cargo run --example mock_stream` in a clone of this repo.</sub>
+
+**A web UI for watching the stream.** `--web` serves a single page (no build step, no external scripts): single, split and quad views, OpenAI vs Anthropic diff, A/B system prompts, a research dashboard, export, and collaborative rooms where several people edit tokens mid-stream. Pick **Mock (no API key)** in the provider menu to try it offline.
+
+<img src="assets/web-ui.png" width="100%" alt="Web UI split view: original stream on the left, transformed stream on the right, each token underlined by its confidence">
+
+**Compare, test, record.** Diff two providers (`--diff-terminal`), A/B two system prompts with a Welch's t-test (`--significance`), run headless research batches (`--research --runs 20`), and record any session to replay it after a model update.
 
 ## Install
 
@@ -49,10 +82,11 @@ The Linux binary links the system OpenSSL (libssl3, present on Ubuntu 22.04+ and
 | Collaborative rooms | No | Yes: WebSocket multi-participant token surgery |
 | TF-IDF semantic heatmaps | No | Yes: no embedding service required |
 
----
-
 ## Use cases
 
+<details>
+<summary>Interpretability research, red-teaming, prompt engineering</summary>
+
 ### Interpretability research
 
 - Map which input tokens causally drive each output token using
@@ -87,9 +121,9 @@ The Linux binary links the system OpenSSL (libssl3, present on Ubuntu 22.04+ and
 - Export a self-contained HTML heatmap with `AttributionExporter::to_html_heatmap`
   to share results without requiring a Python environment.
 
----
+</details>
 
-## 5-minute quickstart
+## Build and run from source
 
 ### Prerequisites
 
@@ -152,8 +186,6 @@ export ANTHROPIC_API_KEY="sk-ant-..."
 ./target/release/every-other-token --completions fish > ~/.config/fish/completions/every-other-token.fish
 ```
 
----
-
 ## Transform types
 
 Each token in the stream can be independently mutated before it reaches the output.
@@ -179,13 +211,94 @@ Each token in the stream can be independently mutated before it reaches the outp
 
 `--min-confidence 0.8` only transforms tokens whose API confidence is below the threshold. High-confidence tokens pass through unchanged.
 
----
+## A/B system prompt testing
+
+Test how two different system prompts affect per-token confidence distributions, with automatic statistical significance testing.
+
+```bash
+./target/release/every-other-token "Explain machine learning" \
+    --research --runs 30 \
+    --system-a "You are a concise technical expert." \
+    --system-b "You are a friendly tutor explaining to a beginner." \
+    --significance \
+    --output ab_results.json
+```
+
+The output JSON includes:
+- Per-run confidence histograms for system A and system B
+- Welch's t-test statistic and p-value
+- Mean confidence delta between the two system prompts
+- Positions where the distributions diverged most
+
+### A/B via the web UI
+
+Launch with `--web` and select the **Experiment** view to see both system prompts streaming side-by-side with a live divergence map.
+
+## Web UI guide
+
+Launch with `--web` to open the single-page application at `http://localhost:8888`.
+
+| View | Description |
+|------|-------------|
+| **Single** | Live token stream with per-token confidence bars and perplexity pulse |
+| **Split** | Original vs transformed output side by side |
+| **Quad** | Four transforms applied simultaneously in a 2x2 grid |
+| **Diff** | OpenAI and Anthropic streaming the same prompt; diverging positions highlighted |
+| **Experiment** | A/B mode: two system prompts, live divergence map |
+| **Research** | Aggregate stats dashboard: perplexity histogram, confidence distribution, vocabulary diversity |
+
+Change the port with `--port 9000` (also settable in `~/.eot.toml`); `--no-open` skips opening a browser tab. With no API key, run `every-other-token --web --provider mock` or pick **Mock (no API key)** in the provider menu.
+
+## Configuration file
+
+Create `~/.eot.toml` (global) or `.eot.toml` in the working directory (local wins over global):
+
+```toml
+provider     = "anthropic"
+model        = "claude-sonnet-4-6"
+transform    = "reverse"
+rate         = 0.5
+port         = 8888
+top_logprobs = 5
+system_a     = "You are a concise assistant."
+```
+
+All CLI flags override config file values.
+
+## Building from source
+
+```bash
+git clone https://github.com/Mattbusel/Every-Other-Token
+cd Every-Other-Token
+cargo build --release
+cargo test --lib
+```
+
+Enable optional features:
+
+```bash
+cargo build --release --features sqlite-log,self-tune
+```
+
+## Contributing
+
+1. Fork the repository.
+2. Create a feature branch: `git checkout -b my-feature`.
+3. Ensure `cargo fmt`, `cargo clippy -- -D warnings`, and `cargo test --lib` all pass.
+4. Open a pull request against `main`.
+
+CI enforces formatting, Clippy, the full test suite, and a release build before merging.
+
+## Reference
 
-## Token attribution export
+The library behind the CLI, module by module. Each section is collapsed; open the one you need.
+
+<details>
+<summary><b>Token attribution export</b></summary>
 
 `attribution::AttributionExporter` exports per-token confidence, perplexity, and attribution scores to three formats compatible with LIME, Captum, and custom dashboards.
 
-### Data types
+#### Data types
 
 | Type | Description |
 |------|-------------|
@@ -193,7 +306,7 @@ Each token in the stream can be independently mutated before it reaches the outp
 | `SequenceAttribution` | Full sequence: all tokens + aggregate confidence, aggregate perplexity, semantic drift |
 | `AttributionExporter` | Serializes to JSONL, CSV, or self-contained HTML heatmap |
 
-### Export to JSONL (LIME / Captum compatible)
+#### Export to JSONL (LIME / Captum compatible)
 
 ```rust
 use every_other_token::attribution::{AttributionExporter, SequenceAttribution, TokenAttribution};
@@ -230,7 +343,7 @@ let html = exporter.to_html_heatmap(&seq);
 std::fs::write("heatmap.html", html).unwrap();
 ```
 
-### Semantic drift detection
+#### Semantic drift detection
 
 Semantic drift measures the confidence decay from the first half of the generated sequence to the second half. A positive value means the model became less certain toward the end of the response.
 
@@ -241,7 +354,7 @@ if drift > 0.15 {
 }
 ```
 
-### Finding the most and least confident tokens
+#### Finding the most and least confident tokens
 
 ```rust
 let (most_confident, least_confident) = exporter.confidence_extremes(&seq);
@@ -249,7 +362,7 @@ println!("Most confident positions: {:?}", most_confident);
 println!("Least confident positions: {:?}", least_confident);
 ```
 
-### Python interoperability
+#### Python interoperability
 
 The JSONL format maps directly to a pandas DataFrame:
 
@@ -273,16 +386,17 @@ with open("attribution.jsonl") as f:
 df = pd.DataFrame(rows)
 ```
 
----
+</details>
 
-## Token Attribution Map (causal leave-one-out)
+<details>
+<summary><b>Token Attribution Map (causal leave-one-out)</b></summary>
 
 `AttributionMap` computes per-output-token causal attribution scores using an
 approximate leave-one-out (LOO) proxy.  For each input token *i*, the model is
 re-run with token *i* masked; the drop in confidence of each output token is
 recorded as the influence score.
 
-### Computation model
+#### Computation model
 
 ```
 score(input_i, output_j) = baseline_confidence(output_j)
@@ -295,7 +409,7 @@ Negative score = input *i* was **hurting** output *j*.
 This requires N+1 inferences for N input tokens. Use `max_input_tokens` in your
 runner to control cost.
 
-### Example
+#### Example
 
 ```rust
 use every_other_token::attribution::{AttributionMap, AttributionRenderer};
@@ -321,7 +435,7 @@ let json = map.to_json().expect("serialization succeeds");
 std::fs::write("attribution_map.json", json).ok();
 ```
 
-### Terminal renderer
+#### Terminal renderer
 
 `AttributionRenderer` uses ANSI color bands matching the existing heatmap:
 
@@ -335,15 +449,16 @@ std::fs::write("attribution_map.json", json).ok();
 `with_top_k(N)` limits the display to the N most influential input tokens per
 output position.
 
----
+</details>
 
-## Prompt Mutation Lab
+<details>
+<summary><b>Prompt Mutation Lab</b></summary>
 
 `MutationLab` systematically varies specified tokens, phrases, or parameters in
 a base prompt, runs all variants through the model, and produces a ranked
 markdown table of results.
 
-### Mutation targets
+#### Mutation targets
 
 | Target | Description |
 |--------|-------------|
@@ -352,7 +467,7 @@ markdown table of results.
 | `SystemPrompt` | Replace the entire system prompt |
 | `Temperature` | Vary the sampling temperature (variant parsed as `f32`) |
 
-### Mutation metrics
+#### Mutation metrics
 
 | Metric | Description |
 |--------|-------------|
@@ -361,7 +476,7 @@ markdown table of results.
 | `TopTokenChange` | Whether any top predicted token changed vs. the baseline |
 | `SentimentShift` | Fraction of high-confidence tokens minus baseline fraction |
 
-### Example
+#### Example
 
 ```rust
 use every_other_token::mutation_lab::{
@@ -392,10 +507,14 @@ println!("Best variant: {:?}", result.best().map(|r| &r.variant));
 println!("Worst variant: {:?}", result.worst().map(|r| &r.variant));
 ```
 
-### Output table format
+#### Output table format
 
 ```markdown
-## Mutation Experiment Results
+
+</details>
+
+<details>
+<summary><b>Mutation Experiment Results</b></summary>
 
 **Base prompt:** `Explain {SLOT} to a 5-year-old.`
 **Target:** Word(1)
@@ -409,69 +528,10 @@ println!("Worst variant: {:?}", result.worst().map(|r| &r.variant));
 | 4 | `photosynthesis` | `Explain photosynthesis to a 5-y...` | 7.2981 |
 ```
 
----
+</details>
 
-## A/B system prompt testing
-
-Test how two different system prompts affect per-token confidence distributions, with automatic statistical significance testing.
-
-```bash
-./target/release/every-other-token "Explain machine learning" \
-    --research --runs 30 \
-    --system-a "You are a concise technical expert." \
-    --system-b "You are a friendly tutor explaining to a beginner." \
-    --significance \
-    --output ab_results.json
-```
-
-The output JSON includes:
-- Per-run confidence histograms for system A and system B
-- Welch's t-test statistic and p-value
-- Mean confidence delta between the two system prompts
-- Positions where the distributions diverged most
-
-### A/B via the web UI
-
-Launch with `--web` and select the **Experiment** view to see both system prompts streaming side-by-side with a live divergence map.
-
----
-
-## Web UI guide
-
-Launch with `--web` to open the single-page application at `http://localhost:8888`.
-
-| View | Description |
-|------|-------------|
-| **Single** | Live token stream with per-token confidence bars and perplexity pulse |
-| **Split** | Original vs transformed output side by side |
-| **Quad** | Four transforms applied simultaneously in a 2x2 grid |
-| **Diff** | OpenAI and Anthropic streaming the same prompt; diverging positions highlighted |
-| **Experiment** | A/B mode: two system prompts, live divergence map |
-| **Research** | Aggregate stats dashboard: perplexity histogram, confidence distribution, vocabulary diversity |
-
-Change the port with `--port 9000`. The port can also be set in `~/.eot.toml`.
-
----
-
-## Configuration file
-
-Create `~/.eot.toml` (global) or `.eot.toml` in the working directory (local wins over global):
-
-```toml
-provider     = "anthropic"
-model        = "claude-sonnet-4-6"
-transform    = "reverse"
-rate         = 0.5
-port         = 8888
-top_logprobs = 5
-system_a     = "You are a concise assistant."
-```
-
-All CLI flags override config file values.
-
----
-
-## CLI reference
+<details>
+<summary><b>CLI reference</b></summary>
 
 ```
 USAGE:
@@ -488,6 +548,7 @@ OPTIONS:
     --heatmap                       Enable token importance heatmap
     --web                           Launch web UI instead of terminal
     --port <PORT>                   Web UI port [default: 8888]
+    --no-open                       With --web, do not open a browser tab
     --research                      Headless research mode
     --runs <RUNS>                   Number of research runs [default: 10]
     --output <FILE>                 Research output JSON path [default: research_output.json]
@@ -510,13 +571,14 @@ OPTIONS:
     --log-db <FILE>                 SQLite experiment log (requires sqlite-log feature)
 ```
 
----
+</details>
 
-## Divergence Detection Engine
+<details>
+<summary><b>Divergence Detection Engine</b></summary>
 
 `divergence.rs` runs the same prompt through N model configurations simultaneously and computes a per-position **Jensen-Shannon divergence** score showing exactly where and how much models disagree.
 
-### Concepts
+#### Concepts
 
 | Term | Description |
 |------|-------------|
@@ -526,7 +588,7 @@ OPTIONS:
 | `DivergenceResult` | Complete run: all streams, all divergence points, aggregate statistics |
 | `DivergenceDetector` | Orchestrates analysis; threshold configurable |
 
-### Jensen-Shannon divergence
+#### Jensen-Shannon divergence
 
 At each token position `t`, the detector collects a probability distribution `P_i(t)` from each model (from the logprobs API). It then computes:
 
@@ -543,7 +605,7 @@ normalised by `log(n)` to give a score in `[0, 1]`.
 | ~0.5 | Substantial disagreement |
 | 1.0 | Models produce completely different tokens |
 
-### Usage
+#### Usage
 
 ```rust
 use every_other_token::divergence::{DivergenceDetector, ModelConfig};
@@ -565,7 +627,7 @@ println!("Mean JS: {:.4}", result.mean_divergence());
 println!("High-divergence positions: {:?}", result.high_divergence_positions(0.5));
 ```
 
-### Coloured diff report
+#### Coloured diff report
 
 `DivergenceResult::render_report()` produces a multi-line ANSI report:
 
@@ -575,13 +637,14 @@ println!("High-divergence positions: {:?}", result.high_divergence_positions(0.5
 
 Each model's full token stream is printed with its disagreement positions highlighted.
 
----
+</details>
 
-## Token Intervention Mode
+<details>
+<summary><b>Token Intervention Mode</b></summary>
 
 `intervention.rs` enables **causal interventions**: pausing generation at any token, injecting a correction, continuing generation from the injected token, and measuring the causal effect downstream.
 
-### Concepts
+#### Concepts
 
 | Term | Description |
 |------|-------------|
@@ -591,7 +654,7 @@ Each model's full token stream is printed with its disagreement positions highli
 | `causal_effect()` | Normalised token-level edit distance between original and final streams |
 | `causal_influence_map()` | Per-position influence score: how much each position affects downstream tokens |
 
-### Causal effect measurement
+#### Causal effect measurement
 
 ```rust
 use every_other_token::intervention::{InterventionHistory, Intervention};
@@ -609,7 +672,7 @@ history.apply(intervention, counterfactual);
 println!("Causal effect: {:.3}", history.causal_effect()); // fraction of tokens that changed
 ```
 
-### TUI token editor
+#### TUI token editor
 
 `TokenEditor` provides cursor navigation and token-level editing in any VT100 terminal:
 
@@ -627,7 +690,7 @@ let edit = editor.commit_edit(); // Some((1, " sky", " ocean"))
 println!("{}", editor.render()); // ANSI-highlighted stream
 ```
 
-### Causal influence map
+#### Causal influence map
 
 ```rust
 use every_other_token::intervention::causal_influence_map;
@@ -640,9 +703,10 @@ let map = causal_influence_map(&original, &counterfact);
 // map[1] = fraction of positions >1 that changed = 0.0  (c and d unchanged)
 ```
 
----
+</details>
 
-## Key modules
+<details>
+<summary><b>Key modules</b></summary>
 
 | Module | Responsibility |
 |--------|----------------|
@@ -669,9 +733,10 @@ let map = causal_influence_map(&original, &counterfact);
 | `bayesian.rs` | Bayesian confidence interval estimation across runs |
 | `checkpoint.rs` | Snapshot/restore for long research sessions |
 
----
+</details>
 
-## Feature flags
+<details>
+<summary><b>Feature flags</b></summary>
 
 | Flag | Default | Description |
 |------|---------|-------------|
@@ -685,13 +750,14 @@ let map = causal_influence_map(&original, &counterfact);
 | `redis-backing` | Off | Write-through Redis persistence for agent memory and snapshots |
 | `wasm` | Off | WASM target bindings via `wasm-bindgen` |
 
----
+</details>
 
-## Semantic Similarity
+<details>
+<summary><b>Semantic Similarity</b></summary>
 
 `src/similarity.rs` provides TF-IDF based semantic similarity scoring.
 
-### CLI usage
+#### CLI usage
 
 ```bash
 # Compare two texts
@@ -701,7 +767,7 @@ every-other-token --similarity "the quick brown fox" "a fast red fox"
 every-other-token "$(cat my_prompts.txt)" --diversity-filter
 ```
 
-### Programmatic usage
+#### Programmatic usage
 
 ```rust
 use every_other_token::similarity::{SemanticScorer, DiversityFilter};
@@ -723,7 +789,10 @@ let filter = DiversityFilter::new(&seqs);
 let deduped = filter.filter(seqs, 0.85);
 ```
 
-## Streaming with Backpressure
+</details>
+
+<details>
+<summary><b>Streaming with Backpressure</b></summary>
 
 `src/stream_compress.rs` provides a streaming token compressor with three
 backpressure strategies.
@@ -734,7 +803,7 @@ backpressure strategies.
 | `Block` | Signals `Throttled` until the buffer drains below `low_watermark` |
 | `Compress` | Aggressively compresses incoming tokens (keeps every other) |
 
-### Example
+#### Example
 
 ```rust
 use every_other_token::stream_compress::{
@@ -755,41 +824,14 @@ let stats = sc.stats();
 println!("ratio: {:.2}", stats.ratio);
 ```
 
----
+</details>
 
-## Building from source
-
-```bash
-git clone https://github.com/Mattbusel/Every-Other-Token
-cd Every-Other-Token
-cargo build --release
-cargo test --lib
-```
-
-Enable optional features:
-
-```bash
-cargo build --release --features sqlite-log,self-tune
-```
-
----
-
-## Contributing
-
-1. Fork the repository.
-2. Create a feature branch: `git checkout -b my-feature`.
-3. Ensure `cargo fmt`, `cargo clippy -- -D warnings`, and `cargo test --lib` all pass.
-4. Open a pull request against `main`.
-
-CI enforces formatting, Clippy, the full test suite, and a release build before merging.
-
----
-
-## Batch Processing
+<details>
+<summary><b>Batch Processing</b></summary>
 
 The `batch` module (`src/batch.rs`) provides a priority-queue-based concurrent pipeline for compressing many token sequences at once.
 
-### Data types
+#### Data types
 
 | Type | Description |
 |------|-------------|
@@ -798,7 +840,7 @@ The `batch` module (`src/batch.rs`) provides a priority-queue-based concurrent p
 | `BatchConfig` | `max_concurrent`, `queue_capacity`, `timeout` |
 | `BatchStats` | Aggregate: `jobs_submitted`, `jobs_completed`, `jobs_failed`, `avg_ratio`, `throughput_tokens_per_sec` |
 
-### Usage
+#### Usage
 
 ```bash
 # Process a JSONL file where each line is a JSON array of tokens
@@ -813,7 +855,7 @@ Each line of `tokens.jsonl` should be a JSON array:
 
 Results are streamed to stdout as JSONL. Aggregate stats are printed to stderr.
 
-### API example
+#### API example
 
 ```rust
 use every_other_token::batch::{BatchConfig, BatchProcessor};
@@ -831,13 +873,14 @@ while let Some(result) = stream.next().await {
 
 Higher-priority jobs are processed first via a `BinaryHeap`. Concurrent execution is bounded by `max_concurrent`.
 
----
+</details>
 
-## Quality-Adaptive Compression
+<details>
+<summary><b>Quality-Adaptive Compression</b></summary>
 
 The `adaptive` module (`src/adaptive.rs`) measures and optimises the quality of token-level compression.
 
-### Quality model
+#### Quality model
 
 ```
 overall_score = 0.4 * semantic_preservation
@@ -852,14 +895,14 @@ overall_score = 0.4 * semantic_preservation
 | `ratio` | `compressed_len / original_len`, lower means more compressed |
 | `overall_score` | Weighted combination (higher is better) |
 
-### Usage
+#### Usage
 
 ```bash
 # Print quality metrics for the compression applied to a prompt
 every-other-token "The quick brown fox jumps" --quality
 ```
 
-### API example
+#### API example
 
 ```rust
 use every_other_token::adaptive::{AdaptiveCompressor, CompressionTarget, QualityMetric};
@@ -879,9 +922,10 @@ let (compressed, quality) = compressor.compress(&tokens, &target);
 println!("compressed to {} tokens with score={:.3}", compressed.len(), quality.overall_score);
 ```
 
----
+</details>
 
-## Context Window Manager
+<details>
+<summary><b>Context Window Manager</b></summary>
 
 The `context` module provides `ContextWindow`, a priority-based token budget manager for LLM context construction.
 
@@ -925,9 +969,10 @@ println!("evictions: {}", stats.evictions);
 - `ContextStats` tracks block counts by type, utilization, and eviction count
 - `--context-budget <N>` CLI flag sets the token budget (default: 4096)
 
----
+</details>
 
-## Vocabulary Analyzer
+<details>
+<summary><b>Vocabulary Analyzer</b></summary>
 
 The `vocab` module provides `VocabularyAnalyzer`, measures vocabulary coverage, OOV rates, and Zipf's law fit for token sequences.
 
@@ -970,18 +1015,15 @@ println!("Zipf exponent: {:.3} (r²={:.3})", params.exponent, params.r_squared);
 - `zipf_score`: 1 - |exponent - 1.0|, normalized to [0, 1]
 - `--vocab-stats` CLI flag: prints vocabulary statistics for the current prompt
 
----
+</details>
 
 ## Status
 
-Research tool, actively developed. The CI workflow is currently failing on `main`; `cargo build` works. The screenshot above is from an early interactive version; the current CLI takes the prompt, transform and model as arguments (see the CLI reference).
-
----
+Research tool, actively developed. CI (the full test suite plus a feature-flag matrix) runs on every push and pull request. Tagged releases get prebuilt binaries for Linux, macOS and Windows from the release workflow.
 
 ## License
 
-MIT -- see [LICENSE](LICENSE) for details.
-
+MIT, see [LICENSE](LICENSE) for details.
 
 ## Hire the author
 
diff --git a/Screenshot 2025-07-08 185410.png b/Screenshot 2025-07-08 185410.png
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+@keyframes bar{0%,1%{transform:scaleX(0)}6%,100%{transform:scaleX(1)}}
+.c0 .bar{animation-delay:0.00s}.c1 .pre{animation-delay:0.26s}.c1 .post{animation-delay:0.26s}.c1 .bar{animation-delay:0.26s}.c2 .bar{animation-delay:0.52s}.c3 .pre{animation-delay:0.78s}.c3 .post{animation-delay:0.78s}.c3 .bar{animation-delay:0.78s}.c4 .bar{animation-delay:1.04s}.c5 .pre{animation-delay:1.30s}.c5 .post{animation-delay:1.30s}.c5 .bar{animation-delay:1.30s}.c6 .bar{animation-delay:1.56s}.c7 .pre{animation-delay:1.82s}.c7 .post{animation-delay:1.82s}.c7 .bar{animation-delay:1.82s}.c8 .bar{animation-delay:2.08s}.c9 .pre{animation-delay:2.34s}.c9 .post{animation-delay:2.34s}.c9 .bar{animation-delay:2.34s}.c10 .bar{animation-delay:2.60s}.c11 .pre{animation-delay:2.86s}.c11 .post{animation-delay:2.86s}.c11 .bar{animation-delay:2.86s}.c12 .bar{animation-delay:3.12s}.c13 .pre{animation-delay:3.38s}.c13 .post{animation-delay:3.38s}.c13 .bar{animation-delay:3.38s}.c14 .bar{animation-delay:3.64s}.c15 .pre{animation-delay:3.90s}.c15 .post{animation-delay:3.90s}.c15 .bar{animation-delay:3.90s}.c16 .bar{animation-delay:4.16s}.c17 .pre{animation-delay:4.42s}.c17 .post{animation-delay:4.42s}.c17 .bar{animation-delay:4.42s}.c18 .bar{animation-delay:4.68s}
+@media (prefers-reduced-motion:reduce){.c,.pre,.post,.bar{animation:none}.pre{opacity:0}}
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+<html lang="en">
+<head>
+<meta charset="utf-8">
+<meta name="viewport" content="width=device-width, initial-scale=1">
+<title>every-other-token</title>
+<meta name="description" content="A Rust CLI and web UI that sits on an LLM's token stream as it arrives, rewrites every other token, and shows per-token confidence and perplexity from the logprobs.">
+<meta property="og:title" content="every-other-token">
+<meta property="og:description" content="Intercept an LLM's token stream live: rewrite every other token, see how sure the model was about each one.">
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+</head>
+<body>
+<div class="wrap">
+<nav>
+  <a class="logo" href="./">every-<span class="x">other</span>-token</a>
+  <div class="links">
+    <a href="#install">install</a>
+    <a class="opt" href="https://docs.rs/every-other-token">docs.rs</a>
+    <a class="opt" href="https://crates.io/crates/every-other-token">crates.io</a>
+    <a href="https://github.com/Mattbusel/Every-Other-Token">github</a>
+  </div>
+</nav>
+
+<header class="hero">
+  <h1>Read the stream,<br>not the <span class="x">answer</span>.</h1>
+  <p class="lead"><b>every-other-token</b> is a Rust CLI and web UI that sits on an OpenAI or Anthropic token stream as it arrives. It rewrites every other token (or any fraction), and it tells you how sure the model was about each one: confidence <code>exp(logprob)</code> and perplexity <code>exp(-logprob)</code>, per token, live.</p>
+
+  <div class="player" id="player">
+    <div class="pbar" role="group" aria-label="Transform">
+      <span class="lbl">transform</span>
+      <button class="tab" data-t="reverse" aria-pressed="true">reverse</button>
+      <button class="tab" data-t="uppercase" aria-pressed="false">uppercase</button>
+      <button class="tab" data-t="mock" aria-pressed="false">mock</button>
+      <button class="tab" data-t="noise" aria-pressed="false">noise</button>
+      <button class="tab" data-t="delete" aria-pressed="false">delete</button>
+      <button class="replay" id="replay">replay</button>
+    </div>
+    <div class="stage">
+      <div class="lane"><h3>what the model sent</h3><span id="orig"></span></div>
+      <div class="lane"><h3>what you see</h3><span id="shown"></span></div>
+    </div>
+    <div class="pfoot">
+      <span><b id="n">0</b> tokens</span>
+      <span><b id="nx">0</b> rewritten</span>
+      <span>mean confidence <b id="mc">-</b></span>
+      <span class="legend"><span><i class="sw" style="background:var(--hi)"></i>sure &ge;70%</span><span><i class="sw" style="background:var(--mid)"></i>unsure</span><span><i class="sw" style="background:var(--lo)"></i>guessing &lt;40%</span></span>
+    </div>
+  </div>
+  <p class="note">Recorded from the real <code>/stream</code> endpoint of <code>every-other-token --web --provider mock</code>. The mock provider replays a fixed reply with fixed logprobs through the same interception pipeline a real model goes through, so it runs with no API key. Point it at OpenAI or Anthropic and the tokens and numbers are the model's own.</p>
+</header>
+
+<section id="install">
+  <h2><span class="n">01</span>Running in two minutes</h2>
+  <p class="sub">Prebuilt binaries for Linux x86_64, macOS (Apple Silicon and Intel) and Windows x86_64 are on the <a href="https://github.com/Mattbusel/Every-Other-Token/releases/latest">releases page</a>. Or build it with Cargo (Rust 1.81+).</p>
+  <div class="cmds">
+    <div class="cmd"><div class="hd"><span>install</span><button class="copy" data-copy="cargo install every-other-token">copy</button></div>
+<pre><span class="p">$ </span>cargo install every-other-token</pre></div>
+    <div class="cmd"><div class="hd"><span>try it, no API key</span><button class="copy" data-copy="every-other-token &quot;What is consciousness?&quot; --provider mock --visual">copy</button></div>
+<pre><span class="p">$ </span>every-other-token "What is consciousness?" --provider mock --visual</pre></div>
+    <div class="cmd"><div class="hd"><span>a real model, in the browser</span><button class="copy" data-copy="export OPENAI_API_KEY=sk-...
+every-other-token --web">copy</button></div>
+<pre><span class="p">$ </span>export OPENAI_API_KEY=sk-...   <span class="c"># or ANTHROPIC_API_KEY with --provider anthropic</span>
+<span class="p">$ </span>every-other-token --web        <span class="c"># http://localhost:8888</span></pre></div>
+  </div>
+</section>
+
+<section>
+  <h2><span class="n">02</span>In the terminal</h2>
+  <p class="sub">The stream prints as it arrives. With <code>--visual</code>, rewritten tokens are highlighted; <code>--heatmap</code> colors each token by importance instead.</p>
+  <figure class="shot"><div class="scroll"><img src="assets/terminal-visual.svg" width="957" height="438" alt="Terminal: every-other-token with the mock provider, every other word reversed and highlighted, 22 tokens streamed, 11 transformed" loading="lazy"></div><figcaption>Real output of the command above.</figcaption></figure>
+</section>
+
+<section>
+  <h2><span class="n">03</span>Every token carries its numbers</h2>
+  <p class="sub">Each intercepted token is an event with the original text, what was shown, its index, whether it was rewritten, confidence, perplexity and the top alternatives. Consume them from the library, as JSON lines with <code>--json-stream</code>, or export them to CSV, JSONL or a self-contained HTML heatmap.</p>
+  <figure class="shot"><div class="scroll"><img src="assets/terminal-table.svg" width="1060" height="772" alt="Per-token table from cargo run --example mock_stream: index, original token, shown token, confidence, perplexity" loading="lazy"></div><figcaption><code>cargo run --example mock_stream</code>, from a clone of the repo.</figcaption></figure>
+</section>
+
+<section>
+  <h2><span class="n">04</span>The web UI</h2>
+  <p class="sub"><code>--web</code> serves a single page with no build step and no external scripts. Single, split, quad (four transforms at once), OpenAI vs Anthropic diff, A/B system prompts, a research dashboard, JSON and CSV export, and collaborative rooms where several people edit tokens mid-stream.</p>
+  <figure class="shot"><div class="scroll"><img src="assets/web-ui.png" width="1280" height="600" alt="The web UI in split view: original stream on the left, transformed on the right, each token underlined by confidence, with perplexity and confidence sparklines below" loading="lazy"></div><figcaption>Split view, mock provider. The underline under each token is its confidence.</figcaption></figure>
+</section>
+
+<section>
+  <h2><span class="n">05</span>What else is in the box</h2>
+  <div class="grid">
+    <div class="cell"><h3>9 transforms, chainable</h3><p><span class="k">reverse</span>, uppercase, mock, noise, chaos, scramble, delete, synonym, <span class="k">delay:N</span>, or a chain like <code>reverse,uppercase</code>.</p></div>
+    <div class="cell"><h3>Rate, seed, gating</h3><p><code>--rate 0.3</code> spreads rewrites evenly at any fraction. <code>--seed</code> makes random transforms reproducible. <code>--min-confidence</code> only touches tokens the model was unsure of.</p></div>
+    <div class="cell"><h3>Provider diff</h3><p><code>--diff-terminal</code> streams OpenAI and Anthropic side by side and compares their confidence structure.</p></div>
+    <div class="cell"><h3>A/B system prompts</h3><p>Run two system prompts against the same user prompt, many times, and test the confidence shift with Welch's t-test (<code>--significance</code>).</p></div>
+    <div class="cell"><h3>Research mode</h3><p><code>--research --runs 20</code> runs headless and writes aggregate perplexity, confidence and vocabulary stats to JSON.</p></div>
+    <div class="cell"><h3>Record and replay</h3><p>Record any session to JSON and replay it later, for example to spot behavior changes after a model update.</p></div>
+  </div>
+</section>
+
+<footer>
+  <span>MIT licensed. Built in Rust by <a href="https://github.com/Mattbusel">Matthew Busel</a>.</span>
+  <span><a href="https://github.com/Mattbusel/Every-Other-Token">source</a> &nbsp; <a href="https://github.com/Mattbusel/Every-Other-Token/releases/latest">releases</a> &nbsp; <a href="https://docs.rs/every-other-token">API docs</a> &nbsp; <a href="https://github.com/Mattbusel/Every-Other-Token/issues">issues</a></span>
+</footer>
+</div>
+
+<script>
+const REC = {"reverse":[["The","The",0,0.887,1.127],[" quick"," kciuq",1,0.638,1.568],[" brown"," brown",0,0.458,2.181],[" fox"," xof",1,0.795,1.259],[" jumps"," jumps",0,0.571,1.751],[" over"," revo",1,0.712,1.405],[" the"," the",0,0.896,1.116],[" lazy"," yzal",1,0.411,2.435],[" dog"," dog",0,0.827,1.209],[".",".",1,0.932,1.073],[" This"," This",0,0.538,1.859],[" is"," si",1,0.861,1.162],[" a"," a",0,0.923,1.083],[" mock"," kcom",1,0.733,1.363],[" response"," response",0,0.644,1.553],[" for"," rof",1,0.763,1.31],[" prompt"," prompt",0,0.589,1.699],[":",":",1,0.835,1.197],[" What is consciousness?"," What is consciousness?",0,0.492,2.034]],"uppercase":[["The","The",0,0.887,1.127],[" quick"," QUICK",1,0.638,1.568],[" brown"," brown",0,0.458,2.181],[" fox"," FOX",1,0.795,1.259],[" jumps"," jumps",0,0.571,1.751],[" over"," OVER",1,0.712,1.405],[" the"," the",0,0.896,1.116],[" lazy"," LAZY",1,0.411,2.435],[" dog"," dog",0,0.827,1.209],[".",".",1,0.932,1.073],[" This"," This",0,0.538,1.859],[" is"," IS",1,0.861,1.162],[" a"," a",0,0.923,1.083],[" mock"," MOCK",1,0.733,1.363],[" response"," response",0,0.644,1.553],[" for"," FOR",1,0.763,1.31],[" prompt"," prompt",0,0.589,1.699],[":",":",1,0.835,1.197],[" What is consciousness?"," What is consciousness?",0,0.492,2.034]],"mock":[["The","The",0,0.887,1.127],[" quick"," qUiCk",1,0.638,1.568],[" brown"," brown",0,0.458,2.181],[" fox"," fOx",1,0.795,1.259],[" jumps"," jumps",0,0.571,1.751],[" over"," oVeR",1,0.712,1.405],[" the"," the",0,0.896,1.116],[" lazy"," lAzY",1,0.411,2.435],[" dog"," dog",0,0.827,1.209],[".",".",1,0.932,1.073],[" This"," This",0,0.538,1.859],[" is"," iS",1,0.861,1.162],[" a"," a",0,0.923,1.083],[" mock"," mOcK",1,0.733,1.363],[" response"," response",0,0.644,1.553],[" for"," fOr",1,0.763,1.31],[" prompt"," prompt",0,0.589,1.699],[":",":",1,0.835,1.197],[" What is consciousness?"," What is consciousness?",0,0.492,2.034]],"noise":[["The","The",0,0.887,1.127],[" quick"," quick~",1,0.638,1.568],[" brown"," brown",0,0.458,2.181],[" fox"," fox+",1,0.795,1.259],[" jumps"," jumps",0,0.571,1.751],[" over"," over$",1,0.712,1.405],[" the"," the",0,0.896,1.116],[" lazy"," lazy%",1,0.411,2.435],[" dog"," dog",0,0.827,1.209],[".",".*",1,0.932,1.073],[" This"," This",0,0.538,1.859],[" is"," is+",1,0.861,1.162],[" a"," a",0,0.923,1.083],[" mock"," mock*",1,0.733,1.363],[" response"," response",0,0.644,1.553],[" for"," for+",1,0.763,1.31],[" prompt"," prompt",0,0.589,1.699],[":",":$",1,0.835,1.197],[" What is consciousness?"," What is consciousness?",0,0.492,2.034]],"delete":[["The","The",0,0.887,1.127],[" quick"," ",1,0.638,1.568],[" brown"," brown",0,0.458,2.181],[" fox"," ",1,0.795,1.259],[" jumps"," jumps",0,0.571,1.751],[" over"," ",1,0.712,1.405],[" the"," the",0,0.896,1.116],[" lazy"," ",1,0.411,2.435],[" dog"," dog",0,0.827,1.209],[".","",1,0.932,1.073],[" This"," This",0,0.538,1.859],[" is"," ",1,0.861,1.162],[" a"," a",0,0.923,1.083],[" mock"," ",1,0.733,1.363],[" response"," response",0,0.644,1.553],[" for"," ",1,0.763,1.31],[" prompt"," prompt",0,0.589,1.699],[":","",1,0.835,1.197],[" What is consciousness?"," What is consciousness?",0,0.492,2.034]]};
+const $ = s => document.querySelector(s);
+const band = c => c >= 0.7 ? 'h' : c >= 0.4 ? 'm' : 'l';
+let timer = null, cur = 'reverse';
+const reduce = matchMedia('(prefers-reduced-motion: reduce)').matches;
+function span(text, cls, title) {
+  const s = document.createElement('span');
+  s.className = 'tk ' + cls;
+  const m = /^(\s+)(\S[\s\S]*)$/.exec(text);
+  if (m) { s.dataset.ws = m[1]; s.textContent = m[2]; } else s.textContent = text;
+  if (title) s.title = title;
+  return s;
+}
+function play(t) {
+  cur = t; clearTimeout(timer);
+  document.querySelectorAll('.tab').forEach(b => b.setAttribute('aria-pressed', b.dataset.t === t));
+  const o = $('#orig'), v = $('#shown'); o.textContent = ''; v.textContent = '';
+  const caret = document.createElement('span'); caret.className = 'caret'; caret.setAttribute('aria-hidden', 'true');
+  v.appendChild(caret);
+  const rows = REC[t]; let i = 0, sum = 0, nx = 0;
+  const step = () => {
+    const [orig, shown, x, conf, ppl] = rows[i];
+    const title = 'confidence ' + Math.round(conf * 100) + '%, perplexity ' + ppl.toFixed(2);
+    const so = span(orig, band(conf), title);
+    if (so.dataset.ws) { o.appendChild(document.createTextNode(so.dataset.ws)); delete so.dataset.ws; }
+    o.appendChild(so);
+    const deleted = x && shown.trim() === '';
+    const sv = span(deleted ? orig : shown, band(conf) + (x ? (deleted ? ' del' : ' x') : ''), title + (x ? (deleted ? ', deleted' : ', rewritten') : ''));
+    if (sv.dataset.ws) { v.insertBefore(document.createTextNode(sv.dataset.ws), caret); delete sv.dataset.ws; }
+    v.insertBefore(sv, caret);
+    sum += conf; nx += x; i++;
+    $('#n').textContent = i; $('#nx').textContent = nx; $('#mc').textContent = Math.round(sum / i * 100) + '%';
+    if (i < rows.length) timer = setTimeout(step, reduce ? 0 : 70 + Math.round(ppl * 45));
+    else caret.remove();
+  };
+  step();
+}
+document.querySelectorAll('.tab').forEach(b => b.addEventListener('click', () => play(b.dataset.t)));
+$('#replay').addEventListener('click', () => play(cur));
+document.querySelectorAll('.copy').forEach(b => b.addEventListener('click', async () => {
+  try { await navigator.clipboard.writeText(b.dataset.copy); b.textContent = 'copied'; b.classList.add('ok'); }
+  catch (_) { b.textContent = 'select + copy'; }
+  setTimeout(() => { b.textContent = 'copy'; b.classList.remove('ok'); }, 1400);
+}));
+const io = new IntersectionObserver(es => { if (es[0].isIntersecting) { play('reverse'); io.disconnect(); } });
+io.observe($('#player'));
+</script>
+</body>
+</html>
diff --git a/examples/mock_stream.rs b/examples/mock_stream.rs
index 8cbe1923..0341d888 100644
--- a/examples/mock_stream.rs
+++ b/examples/mock_stream.rs
@@ -39,14 +39,14 @@ async fn main() -> Result<(), Box<dyn std::error::Error>> {
 
     println!("prompt:    {prompt}");
     println!("transform: {transform:?} (applied to every other token)\n");
-    println!("{:>3}  {:<24} {:<24} {:>6} {:>6}", "#", "original", "shown", "conf", "ppl");
-    println!("{}", "-".repeat(68));
+    println!("{:>3}  {:<27} {:<27} {:>6} {:>6}", "#", "original", "shown", "conf", "ppl");
+    println!("{}", "-".repeat(74));
 
     let mut original = String::new();
     let mut shown = String::new();
     while let Ok(ev) = rx.try_recv() {
         println!(
-            "{:>3}  {:<24} {:<24} {:>6} {:>6}{}",
+            "{:>3}  {:<27} {:<27} {:>6} {:>6}{}",
             ev.index,
             format!("{:?}", ev.original),
             format!("{:?}", ev.text),
diff --git a/src/cli.rs b/src/cli.rs
index ceeaffce..81c5a0a3 100644
--- a/src/cli.rs
+++ b/src/cli.rs
@@ -48,6 +48,10 @@ pub struct Args {
     #[arg(long, default_value = "8888")]
     pub port: u16,
 
+    /// With --web, do not open a browser tab automatically
+    #[arg(long)]
+    pub no_open: bool,
+
     /// Enable headless research mode — runs N times and outputs JSON stats
     #[arg(long)]
     pub research: bool,
diff --git a/src/lib.rs b/src/lib.rs
index f4009e63..20528f1d 100644
--- a/src/lib.rs
+++ b/src/lib.rs
@@ -321,6 +321,10 @@ pub struct TokenInterceptor {
     /// Optional stream timeout in seconds. When set, `intercept_stream` will fail
     /// with a timeout error if the entire stream does not complete within this duration.
     pub timeout_secs: Option<u64>,
+    /// Whitespace seen since the last emitted token in web / JSON-stream mode.
+    /// It is prepended to the next token's `text` and `original` so consumers
+    /// that concatenate events get the spaces back (issue #3).
+    pending_ws: String,
 }
 
 // ---------------------------------------------------------------------------
@@ -541,6 +545,7 @@ impl TokenInterceptor {
             anthropic_max_tokens: 4096,
             stream_start_instant: None,
             timeout_secs: None,
+            pending_ws: String::new(),
         })
     }
 
@@ -742,7 +747,8 @@ impl TokenInterceptor {
             }
         }
 
-        if self.web_tx.is_none() {
+        // JSON stream mode keeps stdout pure JSONL, so no header or footer.
+        if self.web_tx.is_none() && !self.json_stream {
             self.print_header(prompt);
         }
 
@@ -790,7 +796,7 @@ impl TokenInterceptor {
             Provider::Mock => self.stream_mock(&effective_prompt).await?,
         }
 
-        if self.web_tx.is_none() {
+        if self.web_tx.is_none() && !self.json_stream {
             self.print_footer();
         }
         Ok(())
@@ -1037,7 +1043,7 @@ impl TokenInterceptor {
         // Simulates a response to any prompt without hitting any API.
         // First 20 characters (not bytes): slicing by byte index panicked on
         // prompts where byte 20 falls inside a multi-byte UTF-8 character.
-        let prompt_prefix: String = prompt.chars().take(20).collect();
+        let prompt_prefix: String = prompt.chars().take(40).collect();
         let fixture: Vec<(String, f32)> = vec![
             ("The".to_string(), -0.12),
             (" quick".to_string(), -0.45),
@@ -1057,18 +1063,10 @@ impl TokenInterceptor {
             (" for".to_string(), -0.27),
             (" prompt".to_string(), -0.53),
             (":".to_string(), -0.18),
-            (" \"".to_string(), -0.39),
-            (prompt_prefix, -0.71),
+            (format!(" {prompt_prefix}"), -0.71),
         ];
 
-        // Vary fixture starting position based on prompt content for more realistic tests
-        let prompt_hash: usize = prompt
-            .bytes()
-            .fold(0usize, |acc, b| acc.wrapping_add(b as usize));
-        let offset = prompt_hash % fixture.len();
-
-        for idx in 0..fixture.len() {
-            let (token_text, logprob) = &fixture[(idx + offset) % fixture.len()];
+        for (idx, (token_text, logprob)) in fixture.iter().enumerate() {
             let token_text = token_text.clone();
             let confidence = logprob.exp().clamp(0.0_f32, 1.0_f32);
             let perplexity = (-logprob).exp();
@@ -1076,13 +1074,17 @@ impl TokenInterceptor {
             let should_transform = idx % 2 == 1;
 
             let (display_text, chaos_label) = if should_transform {
-                let (t, label) = self.transform.apply_with_label(&token_text);
+                // Transform the word and keep its leading space where it was,
+                // so " quick" reversed shows as " kciuq", not "kciuq ".
+                let word = token_text.trim_start();
+                let lead = &token_text[..token_text.len() - word.len()];
+                let (t, label) = self.transform.apply_with_label(word);
                 let cl = if matches!(self.transform, Transform::Chaos) {
                     Some(label.to_string())
                 } else {
                     None
                 };
-                (t, cl)
+                (format!("{lead}{t}"), cl)
             } else {
                 (token_text.clone(), None)
             };
@@ -1289,6 +1291,17 @@ impl TokenInterceptor {
                 // Delete transform: the result is an empty string (chaos_label="deleted").
                 let is_deleted = should_transform && display_text.is_empty();
 
+                // Web / JSON consumers never see whitespace tokens, so carry the
+                // whitespace that preceded this token onto its text. A deleted
+                // token leaves it pending for the next one.
+                let (display_text, original_text) =
+                    if (self.web_tx.is_some() || self.json_stream) && !is_deleted {
+                        let lead = std::mem::take(&mut self.pending_ws);
+                        (format!("{lead}{display_text}"), format!("{lead}{token}"))
+                    } else {
+                        (display_text, token.clone())
+                    };
+
                 // Web / terminal / json output — skip deleted tokens for display.
                 if !is_deleted {
                     // Record per-token arrival latency relative to stream start.
@@ -1297,7 +1310,7 @@ impl TokenInterceptor {
                     if let Some(tx) = &self.web_tx {
                         let event = TokenEvent {
                             text: display_text.clone(),
-                            original: token.clone(),
+                            original: original_text.clone(),
                             index: i,
                             transformed: should_transform,
                             importance,
@@ -1317,7 +1330,7 @@ impl TokenInterceptor {
                         // JSON stream mode: one line per token
                         let event = TokenEvent {
                             text: display_text.clone(),
-                            original: token.clone(),
+                            original: original_text.clone(),
                             index: i,
                             transformed: should_transform,
                             importance,
@@ -1353,6 +1366,10 @@ impl TokenInterceptor {
                 // transformed), but terminal output still needs it or every
                 // word runs into the next one.
                 print!("{}", token);
+            } else {
+                // Web / JSON stream: hold the whitespace and attach it to the
+                // next emitted token so the text keeps its spacing.
+                self.pending_ws.push_str(&token);
             }
         }
 
@@ -1376,46 +1393,54 @@ impl TokenInterceptor {
     /// `heatmap_mode` is active, additional legend lines are printed.
     /// This method is a no-op when `web_tx` is set (web mode handles its own header).
     pub fn print_header(&self, prompt: &str) {
-        println!("{}", "EVERY OTHER TOKEN INTERCEPTOR".bright_cyan().bold());
+        let label = |k: &str| format!("{:<11}", k).dimmed();
+        let transform = format!("{:?}", self.transform).to_lowercase();
+        println!();
+        println!(
+            "{}  {}",
+            "every-other-token".bold(),
+            format!("v{}", env!("CARGO_PKG_VERSION")).dimmed()
+        );
+        println!();
         println!(
-            "{}: {}",
-            "Provider".bright_yellow(),
-            self.provider.to_string().bright_white()
+            "{}{} {}",
+            label("provider"),
+            self.provider.to_string().bright_white(),
+            format!("({})", self.model).dimmed()
         );
-        println!("{}: {:?}", "Transform".bright_yellow(), self.transform);
-        println!("{}: {}", "Model".bright_yellow(), self.model);
-        println!("{}: {}", "Prompt".bright_yellow(), prompt);
+        println!(
+            "{}{} {}",
+            label("transform"),
+            transform.bright_cyan(),
+            format!("at rate {}", self.rate).dimmed()
+        );
+        println!("{}{}", label("prompt"), prompt);
         if self.orchestrator {
             println!(
-                "{}: {}",
-                "Orchestrator".bright_magenta(),
-                "ON (MCP pipeline at localhost:3000)".bright_magenta()
+                "{}{}",
+                label("pipeline"),
+                "MCP orchestrator at localhost:3000".bright_magenta()
             );
         }
         if self.visual_mode {
             println!(
-                "{}: {}",
-                "Visual Mode".bright_green(),
-                "ON (even=normal, odd=cyan+bold)".bright_green()
+                "{}{}  {}",
+                label("legend"),
+                "original",
+                "transformed".bright_cyan().bold()
             );
         }
         if self.heatmap_mode {
             println!(
-                "{}: {}",
-                "Heatmap Mode".bright_magenta(),
-                "ON (color intensity = token importance)".bright_magenta()
-            );
-            println!(
-                "{}: {} {} {} {}",
-                "Legend".bright_white(),
-                "Low".on_blue(),
-                "Medium".on_yellow(),
-                "High".on_red(),
-                "Critical".on_bright_red().bright_white()
+                "{}{} {} {} {}",
+                label("heatmap"),
+                " low ".on_blue(),
+                " medium ".on_yellow(),
+                " high ".on_red(),
+                " critical ".on_bright_red().bright_white()
             );
         }
-        println!("{}", "=".repeat(50).bright_blue());
-        println!("{}", "Response (with transformations):".bright_green());
+        println!("{}", "─".repeat(56).dimmed());
         println!();
     }
 
@@ -1423,9 +1448,15 @@ impl TokenInterceptor {
     ///
     /// Reports total token count and how many tokens were transformed.
     pub fn print_footer(&self) {
-        println!("\n{}", "=".repeat(50).bright_blue());
-        println!("Complete! Processed {} tokens.", self.token_count);
-        println!("Transform applied to {} tokens.", self.transformed_count);
+        println!();
+        println!();
+        println!("{}", "─".repeat(56).dimmed());
+        println!(
+            "{} tokens streamed, {} transformed",
+            self.token_count.to_string().bold(),
+            self.transformed_count.to_string().bright_cyan().bold()
+        );
+        println!();
     }
 }
 
@@ -1622,6 +1653,7 @@ mod tests {
             anthropic_max_tokens: 4096,
             stream_start_instant: None,
             timeout_secs: None,
+            pending_ws: String::new(),
         }
     }
 
@@ -1693,7 +1725,8 @@ mod tests {
         assert_eq!(events[0].original, "hello");
         assert!(!events[0].transformed);
         assert_eq!(events[0].index, 0);
-        assert_eq!(events[1].original, "world");
+        // The space before "world" rides on the token (issue #3).
+        assert_eq!(events[1].original, " world");
         assert!(events[1].transformed);
         assert_eq!(events[1].index, 1);
     }
@@ -1710,9 +1743,9 @@ mod tests {
         while let Ok(e) = rx.try_recv() {
             events.push(e);
         }
-        // "world" reversed = "dlrow"
-        assert_eq!(events[1].text, "dlrow");
-        assert_eq!(events[1].original, "world");
+        // "world" reversed = "dlrow"; the transform only touches the word.
+        assert_eq!(events[1].text, " dlrow");
+        assert_eq!(events[1].original, " world");
     }
 
     #[test]
@@ -1828,6 +1861,50 @@ mod tests {
         }
     }
 
+    // -- issue #3: web / JSON consumers keep the spaces between words --
+    #[test]
+    fn test_web_events_keep_whitespace() {
+        let (tx, mut rx) = mpsc::unbounded_channel::<TokenEvent>();
+        let mut interceptor = make_test_interceptor();
+        interceptor.web_tx = Some(tx);
+
+        // Chunks as a real provider sends them: leading spaces, and one
+        // chunk that ends in whitespace.
+        interceptor.process_content_logprob(" quick brown", None, vec![]);
+        interceptor.process_content_logprob(" fox ", None, vec![]);
+        interceptor.process_content_logprob("jumps", None, vec![]);
+
+        let mut events = Vec::new();
+        while let Ok(e) = rx.try_recv() {
+            events.push(e);
+        }
+        let original: String = events.iter().map(|e| e.original.as_str()).collect();
+        assert_eq!(original, " quick brown fox jumps");
+        let shown: String = events.iter().map(|e| e.text.as_str()).collect();
+        assert_eq!(shown, " quick nworb fox spmuj");
+        // Counting and alternation are unchanged by the whitespace.
+        assert_eq!(events.iter().map(|e| e.index).collect::<Vec<_>>(), vec![0, 1, 2, 3]);
+        assert_eq!(interceptor.token_count, 4);
+        assert_eq!(interceptor.transformed_count, 2);
+    }
+
+    #[test]
+    fn test_web_deleted_token_keeps_whitespace_pending() {
+        let (tx, mut rx) = mpsc::unbounded_channel::<TokenEvent>();
+        let mut interceptor = make_test_interceptor();
+        interceptor.transform = Transform::Delete;
+        interceptor.web_tx = Some(tx);
+
+        interceptor.process_content("one two three");
+
+        let mut events = Vec::new();
+        while let Ok(e) = rx.try_recv() {
+            events.push(e);
+        }
+        let shown: String = events.iter().map(|e| e.text.as_str()).collect();
+        assert_eq!(shown, "one  three");
+    }
+
     #[test]
     fn test_sidebyside_original_is_raw_token() {
         let (tx, mut rx) = mpsc::unbounded_channel::<TokenEvent>();
@@ -1843,8 +1920,8 @@ mod tests {
 
         let originals: Vec<&str> = events.iter().map(|e| e.original.as_str()).collect();
         assert!(originals.contains(&"quick"));
-        assert!(originals.contains(&"brown"));
-        assert!(originals.contains(&"fox"));
+        assert!(originals.contains(&" brown"));
+        assert!(originals.contains(&" fox"));
     }
 
     // -- even/odd alternation for graph --
@@ -2046,8 +2123,8 @@ mod tests {
         while let Ok(e) = rx.try_recv() {
             events.push(e);
         }
-        assert_eq!(events[1].text, "WORLD");
-        assert_eq!(events[1].original, "world");
+        assert_eq!(events[1].text, " WORLD");
+        assert_eq!(events[1].original, " world");
     }
 
     #[test]
@@ -2063,7 +2140,7 @@ mod tests {
         while let Ok(e) = rx.try_recv() {
             events.push(e);
         }
-        assert_eq!(events[1].text, "wOrLd");
+        assert_eq!(events[1].text, " wOrLd");
     }
 
     #[test]
@@ -2079,8 +2156,8 @@ mod tests {
         while let Ok(e) = rx.try_recv() {
             events.push(e);
         }
-        assert!(events[1].text.starts_with("world"));
-        assert_eq!(events[1].text.len(), 6); // "world" + 1 noise char
+        assert!(events[1].text.starts_with(" world"));
+        assert_eq!(events[1].text.len(), 7); // " world" + 1 noise char
     }
 
     // -- web_tx none falls back to terminal mode --
@@ -2578,6 +2655,7 @@ mod research_tests {
             anthropic_max_tokens: 4096,
             stream_start_instant: None,
             timeout_secs: None,
+            pending_ws: String::new(),
         }
     }
 
@@ -2792,7 +2870,8 @@ mod research_tests {
         while let Ok(ev) = rx.try_recv() {
             originals.push(ev.original);
         }
-        let expected: String = prompt.chars().take(20).collect();
+        // The mock echoes the prompt (up to 40 characters) as one token.
+        let expected: String = format!(" {}", prompt.chars().take(40).collect::<String>());
         assert!(originals.contains(&expected), "prompt prefix token missing");
     }
 
@@ -2813,9 +2892,9 @@ mod research_tests {
             .intercept_stream("hello")
             .await
             .expect("mock stream should succeed");
-        // 19 fixture tokens plus the echoed prompt, one word each.
-        assert_eq!(interceptor.token_count, 20);
-        assert_eq!(interceptor.transformed_count, 10);
+        // 18 fixture tokens plus the echoed prompt, one word each.
+        assert_eq!(interceptor.token_count, 19);
+        assert_eq!(interceptor.transformed_count, 9);
     }
 
     // -- run_research_headless tests (Mock provider, no API key required) --
diff --git a/src/web.rs b/src/web.rs
index e903141f..0af95285 100644
--- a/src/web.rs
+++ b/src/web.rs
@@ -251,21 +251,21 @@ pub async fn serve(port: u16, default_args: &Args) -> Result<(), Box<dyn std::er
     );
     eprintln!("{}", "  Press Ctrl+C to stop.".bright_blue());
 
-    // Try to open the browser
+    // Try to open the browser, unless --no-open was given.
     #[cfg(target_os = "windows")]
-    {
+    if !default_args.no_open {
         let _ = std::process::Command::new("cmd")
             .args(["/C", &format!("start http://localhost:{}", port)])
             .spawn();
     }
     #[cfg(target_os = "macos")]
-    {
+    if !default_args.no_open {
         let _ = std::process::Command::new("open")
             .arg(format!("http://localhost:{}", port))
             .spawn();
     }
     #[cfg(target_os = "linux")]
-    {
+    if !default_args.no_open {
         let _ = std::process::Command::new("xdg-open")
             .arg(format!("http://localhost:{}", port))
             .spawn();
@@ -499,6 +499,7 @@ async fn handle_connection(
 
             let provider = match provider_str.as_str() {
                 "anthropic" => Provider::Anthropic,
+                "mock" => Provider::Mock,
                 _ => Provider::Openai,
             };
 
@@ -750,6 +751,7 @@ async fn handle_connection(
 
             let ab_provider = match provider_str.as_str() {
                 "anthropic" => Provider::Anthropic,
+                "mock" => Provider::Mock,
                 _ => Provider::Openai,
             };
             let transform = Transform::from_str_loose(&transform_str).unwrap_or(Transform::Reverse);
@@ -1173,7 +1175,7 @@ mod tests {
 
     #[test]
     fn test_index_html_has_dark_theme() {
-        assert!(INDEX_HTML.contains("background:#0d1117"));
+        assert!(INDEX_HTML.contains("--bg:#0c0d0b"));
     }
 
     #[test]
diff --git a/static/index.html b/static/index.html
index dda6d8d2..c7c214e6 100644
--- a/static/index.html
+++ b/static/index.html
@@ -6,26 +6,26 @@
 <title>Every Other Token</title>
 <style>
 *{margin:0;padding:0;box-sizing:border-box}
-:root{--bg:#0d1117;--fg:#c9d1d9;--card-bg:#161b22;--border:#21262d}
+:root{--bg:#0c0d0b;--fg:#e6e1d3;--card-bg:#141512;--border:#25271f}
 body{background:var(--bg);color:var(--fg);font-family:'Cascadia Code','Fira Code',monospace;min-height:100vh;display:flex;flex-direction:column}
 body[data-theme=light]{--bg:#ffffff;--fg:#24292f;--card-bg:#f6f8fa;--border:#d0d7de}
-header{padding:16px 24px;border-bottom:1px solid #21262d;display:flex;align-items:center;justify-content:space-between}
-header h1{font-size:1.2rem;color:#58a6ff}
+header{padding:16px 24px;border-bottom:1px solid #25271f;display:flex;align-items:center;justify-content:space-between}
+header h1{font-size:1.2rem;color:#e8c872}
 .hdr-right{display:flex;gap:8px}
-.controls{display:flex;gap:10px;padding:12px 24px;flex-wrap:wrap;align-items:end;border-bottom:1px solid #21262d;background:#161b22}
+.controls{display:flex;gap:10px;padding:12px 24px;flex-wrap:wrap;align-items:end;border-bottom:1px solid #25271f;background:#141512}
 .field{display:flex;flex-direction:column;gap:3px}
-.field label{font-size:.7rem;color:#8b949e;text-transform:uppercase;letter-spacing:.5px}
-.field input,.field select{background:#0d1117;border:1px solid #30363d;color:#c9d1d9;padding:6px 10px;border-radius:6px;font-family:inherit;font-size:.85rem}
-.field input:focus,.field select:focus{outline:none;border-color:#58a6ff}
+.field label{font-size:.7rem;color:#96917f;text-transform:uppercase;letter-spacing:.5px}
+.field input,.field select{background:#0c0d0b;border:1px solid #36382f;color:#e6e1d3;padding:6px 10px;border-radius:6px;font-family:inherit;font-size:.85rem}
+.field input:focus,.field select:focus{outline:none;border-color:#e8c872}
 .field input[type=text]{min-width:240px}
 .btn{border:none;padding:6px 14px;border-radius:6px;font-family:inherit;font-size:.85rem;cursor:pointer;color:#fff}
 .btn-go{background:#238636}.btn-go:hover{background:#2ea043}
-.btn-go:disabled{background:#21262d;color:#484f58;cursor:not-allowed}
-.btn-mode{background:#30363d}.btn-mode:hover{background:#484f58}
-.btn-mode.active{background:#1f6feb}
+.btn-go:disabled{background:#25271f;color:#5f5b50;cursor:not-allowed}
+.btn-mode{background:#36382f}.btn-mode:hover{background:#5f5b50}
+.btn-mode.active{background:#4d4b3e}
 .btn-export{background:#6e40c9}.btn-export:hover{background:#8957e5}
-.toggle{display:flex;align-items:center;gap:5px;font-size:.8rem;color:#8b949e;cursor:pointer;user-select:none}
-.toggle input{accent-color:#58a6ff}
+.toggle{display:flex;align-items:center;gap:5px;font-size:.8rem;color:#96917f;cursor:pointer;user-select:none}
+.toggle input{accent-color:#e8c872}
 /* View modes */
 #views{flex:1;overflow:auto;position:relative}
 /* Single column */
@@ -33,42 +33,42 @@
 /* Side-by-side */
 .view-sidebyside{display:grid;grid-template-columns:1fr 1fr;height:100%}
 .sbs-col{padding:16px 20px;line-height:1.8;font-size:.95rem;white-space:pre-wrap;word-wrap:break-word;overflow-y:auto}
-.sbs-col:first-child{border-right:1px solid #21262d}
-.sbs-label{font-size:.7rem;color:#8b949e;text-transform:uppercase;letter-spacing:1px;margin-bottom:8px;display:block}
+.sbs-col:first-child{border-right:1px solid #25271f}
+.sbs-label{font-size:.7rem;color:#96917f;text-transform:uppercase;letter-spacing:1px;margin-bottom:8px;display:block}
 /* Multi-transform 2x2 grid */
 .view-multi{display:grid;grid-template-columns:1fr 1fr;grid-template-rows:1fr 1fr;height:100%}
-.multi-panel{padding:12px 16px;line-height:1.6;font-size:.85rem;white-space:pre-wrap;word-wrap:break-word;overflow-y:auto;border:1px solid #21262d}
+.multi-panel{padding:12px 16px;line-height:1.6;font-size:.85rem;white-space:pre-wrap;word-wrap:break-word;overflow-y:auto;border:1px solid #25271f}
 .multi-label{font-size:.7rem;font-weight:700;text-transform:uppercase;letter-spacing:1px;margin-bottom:6px;display:block}
-.mp-reverse .multi-label{color:#58a6ff}
+.mp-reverse .multi-label{color:#e8c872}
 .mp-uppercase .multi-label{color:#f0883e}
 .mp-mock .multi-label{color:#a371f7}
 .mp-noise .multi-label{color:#3fb950}
-.mp-reverse .token.odd{color:#58a6ff;font-weight:bold}
+.mp-reverse .token.odd{color:#e8c872;font-weight:bold}
 .mp-uppercase .token.odd{color:#f0883e;font-weight:bold}
 .mp-mock .token.odd{color:#a371f7;font-weight:bold}
 .mp-noise .token.odd{color:#3fb950;font-weight:bold}
 /* Tokens */
 .token{display:inline;animation:fadeIn .12s ease-in}
-.token.odd{color:#00d4ff;font-weight:bold}
-.token.even{color:#c9d1d9}
+.token.odd{color:#ff6a2b;font-weight:bold}
+.token.even{color:#e6e1d3}
 .heat-4{background:#f85149;color:#fff}.heat-3{background:#f0883e;color:#000}
-.heat-2{background:#e3b341;color:#000}.heat-1{background:#58a6ff;color:#fff}.heat-0{}
+.heat-2{background:#e3b341;color:#000}.heat-1{background:#e8c872;color:#fff}.heat-0{}
 @keyframes fadeIn{from{opacity:0;transform:translateY(2px)}to{opacity:1;transform:translateY(0)}}
 /* Graph */
-#graph-wrap{border-top:1px solid #21262d;background:#0a0e14;display:none;overflow-x:auto}
+#graph-wrap{border-top:1px solid #25271f;background:#090a08;display:none;overflow-x:auto}
 #graph-wrap.show{display:block}
-#graph-toggle-bar{padding:6px 24px;border-top:1px solid #21262d;background:#161b22;display:flex;align-items:center;gap:12px}
+#graph-toggle-bar{padding:6px 24px;border-top:1px solid #25271f;background:#141512;display:flex;align-items:center;gap:12px}
 canvas#depgraph{width:100%;height:200px;display:block}
 /* Stats */
-#stats{padding:8px 24px;border-top:1px solid #21262d;font-size:.78rem;color:#8b949e;background:#161b22;display:flex;gap:20px;flex-wrap:wrap}
+#stats{padding:8px 24px;border-top:1px solid #25271f;font-size:.78rem;color:#96917f;background:#141512;display:flex;gap:20px;flex-wrap:wrap}
 /* Chaos tooltip */
-.token[title]{position:relative;cursor:help;border-bottom:1px dotted #58a6ff}
-.token[title]:hover::after{content:attr(title);position:absolute;top:-1.8em;left:0;background:#1c2333;color:#58a6ff;padding:2px 6px;border-radius:4px;font-size:.7rem;white-space:nowrap;z-index:10;pointer-events:none}
+.token[title]{position:relative;cursor:help;border-bottom:1px dotted #e8c872}
+.token[title]:hover::after{content:attr(title);position:absolute;top:-1.8em;left:0;background:#1c2333;color:#e8c872;padding:2px 6px;border-radius:4px;font-size:.7rem;white-space:nowrap;z-index:10;pointer-events:none}
 /* Diff view */
 .view-diff{display:grid;grid-template-columns:1fr 1fr;height:100%}
 .diff-col{padding:16px 20px;line-height:1.8;font-size:.95rem;white-space:pre-wrap;word-wrap:break-word;overflow-y:auto}
-.diff-col:first-child{border-right:1px solid #21262d}
-.diff-label{font-size:.7rem;color:#8b949e;text-transform:uppercase;letter-spacing:1px;margin-bottom:8px;display:block}
+.diff-col:first-child{border-right:1px solid #25271f}
+.diff-label{font-size:.7rem;color:#96917f;text-transform:uppercase;letter-spacing:1px;margin-bottom:8px;display:block}
 .diff-match{background:#0d2010;color:#3fb950}
 .diff-diverge{background:#200d0d;color:#f85149}
 /* Token surgery */
@@ -78,84 +78,84 @@
 /* Confidence bars */
 .conf-bar{display:inline-block;width:100%;height:2px;border-radius:1px;margin-top:1px;vertical-align:bottom}
 .token-wrap{display:inline-flex;flex-direction:column;align-items:center;vertical-align:top}
-.conf-high{background:#3fb950}.conf-mid{background:#e3b341}.conf-low{background:#f85149}.conf-none{background:#30363d}
+.conf-high{background:#3fb950}.conf-mid{background:#e3b341}.conf-low{background:#f85149}.conf-none{background:#36382f}
 /* High-perplexity pulse */
 @keyframes perpPulse{0%,100%{opacity:1}50%{opacity:.4}}
 .high-perp{animation:perpPulse 1.2s ease-in-out 3}
 /* Perplexity sparkline */
-#perp-spark-wrap{padding:4px 24px;background:#161b22;border-top:1px solid #21262d;display:none}
+#perp-spark-wrap{padding:4px 24px;background:#141512;border-top:1px solid #25271f;display:none}
 #perp-spark-wrap.show{display:block}
 #perp-spark{width:100%;height:40px;display:block}
 /* A/B Experiment view */
 .view-experiment{display:grid;grid-template-columns:1fr 1fr;grid-template-rows:3fr 1fr;height:100%;gap:0;min-height:0}
-.exp-panel{padding:12px 16px;line-height:1.8;font-size:.9rem;white-space:pre-wrap;word-wrap:break-word;overflow-y:auto;border:1px solid #21262d}
-.exp-label{font-size:.7rem;font-weight:700;text-transform:uppercase;letter-spacing:1px;margin-bottom:6px;display:block;color:#58a6ff}
+.exp-panel{padding:12px 16px;line-height:1.8;font-size:.9rem;white-space:pre-wrap;word-wrap:break-word;overflow-y:auto;border:1px solid #25271f}
+.exp-label{font-size:.7rem;font-weight:700;text-transform:uppercase;letter-spacing:1px;margin-bottom:6px;display:block;color:#e8c872}
 .exp-label.b{color:#a371f7}
-.exp-perp-chart{padding:8px 16px;background:#0a0e14;border:1px solid #21262d;overflow:hidden}
-.exp-diverge-map{padding:8px 16px;background:#0a0e14;border:1px solid #21262d;overflow-y:auto;font-size:.8rem}
-.ab-system-prompts{display:none;gap:10px;padding:6px 24px;background:#161b22;border-bottom:1px solid #21262d;flex-wrap:wrap}
+.exp-perp-chart{padding:8px 16px;background:#090a08;border:1px solid #25271f;overflow:hidden}
+.exp-diverge-map{padding:8px 16px;background:#090a08;border:1px solid #25271f;overflow-y:auto;font-size:.8rem}
+.ab-system-prompts{display:none;gap:10px;padding:6px 24px;background:#141512;border-bottom:1px solid #25271f;flex-wrap:wrap}
 .ab-system-prompts.show{display:flex}
 /* Research dashboard */
-#research-dash{display:none;padding:12px 24px;background:#0d1117;border-top:2px solid #21262d;font-size:.78rem}
+#research-dash{display:none;padding:12px 24px;background:#0c0d0b;border-top:2px solid #25271f;font-size:.78rem}
 #research-dash.show{display:grid;grid-template-columns:repeat(auto-fit,minmax(180px,1fr));gap:12px}
-.dash-card{background:#161b22;border:1px solid #21262d;border-radius:6px;padding:10px 12px}
-.dash-card h3{font-size:.7rem;color:#8b949e;text-transform:uppercase;letter-spacing:.5px;margin-bottom:6px}
-.dash-card .val{font-size:1.1rem;color:#c9d1d9;font-weight:bold}
-.dash-card .sub{font-size:.7rem;color:#484f58;margin-top:2px}
+.dash-card{background:#141512;border:1px solid #25271f;border-radius:6px;padding:10px 12px}
+.dash-card h3{font-size:.7rem;color:#96917f;text-transform:uppercase;letter-spacing:.5px;margin-bottom:6px}
+.dash-card .val{font-size:1.1rem;color:#e6e1d3;font-weight:bold}
+.dash-card .sub{font-size:.7rem;color:#5f5b50;margin-top:2px}
 #conf-hist{display:flex;align-items:flex-end;gap:1px;height:32px;margin-top:4px}
-.hist-bar{flex:1;background:#1f6feb;min-height:2px;border-radius:1px 1px 0 0}
-#citation{font-size:.68rem;color:#484f58;word-break:break-all;margin-top:4px;line-height:1.4}
+.hist-bar{flex:1;background:#4d4b3e;min-height:2px;border-radius:1px 1px 0 0}
+#citation{font-size:.68rem;color:#5f5b50;word-break:break-all;margin-top:4px;line-height:1.4}
 /* ---- Multiplayer ---- */
 #mp-panel{display:none;background:#0a1a14;border-bottom:1px solid #1a3a28;padding:8px 24px;gap:16px;flex-wrap:wrap;align-items:center}
 #mp-panel.show{display:flex}
-.mp-code{font-size:1.3rem;font-weight:bold;color:#3fb950;letter-spacing:4px;background:#0d1117;padding:4px 12px;border-radius:4px;border:1px solid #1a3a28;cursor:pointer;user-select:all}
-.mp-label{font-size:.65rem;color:#8b949e;text-transform:uppercase;letter-spacing:.5px;margin-bottom:2px}
-#mp-count-badge{display:inline-flex;align-items:center;justify-content:center;background:#21262d;border-radius:10px;padding:1px 8px;font-size:.75rem;color:#e3b341;min-width:24px}
+.mp-code{font-size:1.3rem;font-weight:bold;color:#3fb950;letter-spacing:4px;background:#0c0d0b;padding:4px 12px;border-radius:4px;border:1px solid #1a3a28;cursor:pointer;user-select:all}
+.mp-label{font-size:.65rem;color:#96917f;text-transform:uppercase;letter-spacing:.5px;margin-bottom:2px}
+#mp-count-badge{display:inline-flex;align-items:center;justify-content:center;background:#25271f;border-radius:10px;padding:1px 8px;font-size:.75rem;color:#e3b341;min-width:24px}
 /* Sidebar */
-#sidebar{position:fixed;right:0;top:0;width:200px;height:100vh;background:#0d1117;border-left:1px solid #21262d;display:none;flex-direction:column;z-index:200}
+#sidebar{position:fixed;right:0;top:0;width:200px;height:100vh;background:#0c0d0b;border-left:1px solid #25271f;display:none;flex-direction:column;z-index:200}
 #sidebar.show{display:flex}
-#sidebar-hdr{padding:10px 12px;border-bottom:1px solid #21262d;display:flex;justify-content:space-between;align-items:center;font-size:.7rem;color:#8b949e;text-transform:uppercase;letter-spacing:.5px}
+#sidebar-hdr{padding:10px 12px;border-bottom:1px solid #25271f;display:flex;justify-content:space-between;align-items:center;font-size:.7rem;color:#96917f;text-transform:uppercase;letter-spacing:.5px}
 #participant-list{flex:1;overflow-y:auto;padding:8px}
 .p-item{display:flex;align-items:center;gap:7px;padding:5px 4px;border-radius:4px;font-size:.76rem;margin-bottom:2px}
-.p-avatar{width:22px;height:22px;border-radius:50%;display:flex;align-items:center;justify-content:center;font-size:.6rem;font-weight:bold;color:#0d1117;flex-shrink:0}
+.p-avatar{width:22px;height:22px;border-radius:50%;display:flex;align-items:center;justify-content:center;font-size:.6rem;font-weight:bold;color:#0c0d0b;flex-shrink:0}
 .p-name{flex:1;overflow:hidden;text-overflow:ellipsis;white-space:nowrap}
-.p-host{font-size:.55rem;background:#1f6feb;color:#fff;padding:1px 4px;border-radius:3px}
+.p-host{font-size:.55rem;background:#4d4b3e;color:#fff;padding:1px 4px;border-radius:3px}
 /* Chat */
-#chat-panel{position:fixed;right:200px;top:0;width:240px;height:100vh;background:#0a0e14;border-left:1px solid #21262d;display:none;flex-direction:column;z-index:199}
+#chat-panel{position:fixed;right:200px;top:0;width:240px;height:100vh;background:#090a08;border-left:1px solid #25271f;display:none;flex-direction:column;z-index:199}
 #chat-panel.show{display:flex}
-#chat-hdr{padding:8px 12px;border-bottom:1px solid #21262d;font-size:.7rem;color:#8b949e;text-transform:uppercase;letter-spacing:.5px}
+#chat-hdr{padding:8px 12px;border-bottom:1px solid #25271f;font-size:.7rem;color:#96917f;text-transform:uppercase;letter-spacing:.5px}
 #chat-msgs{flex:1;overflow-y:auto;padding:8px;display:flex;flex-direction:column;gap:5px}
 .chat-msg{font-size:.72rem;line-height:1.45}
 .chat-author{font-weight:bold}
-.chat-text{color:#c9d1d9;word-break:break-word}
-.chat-ref{font-size:.64rem;color:#484f58;margin-top:1px}
-#chat-wrap{padding:8px;border-top:1px solid #21262d;display:flex;gap:4px}
-#chat-in{flex:1;background:#161b22;border:1px solid #30363d;color:#c9d1d9;border-radius:4px;padding:4px 7px;font-family:inherit;font-size:.73rem;outline:none}
-#chat-in:focus{border-color:#58a6ff}
-#chat-btn{background:#1f6feb;border:none;color:#fff;border-radius:4px;padding:4px 8px;cursor:pointer;font-family:inherit;font-size:.73rem}
+.chat-text{color:#e6e1d3;word-break:break-word}
+.chat-ref{font-size:.64rem;color:#5f5b50;margin-top:1px}
+#chat-wrap{padding:8px;border-top:1px solid #25271f;display:flex;gap:4px}
+#chat-in{flex:1;background:#141512;border:1px solid #36382f;color:#e6e1d3;border-radius:4px;padding:4px 7px;font-family:inherit;font-size:.73rem;outline:none}
+#chat-in:focus{border-color:#e8c872}
+#chat-btn{background:#4d4b3e;border:none;color:#fff;border-radius:4px;padding:4px 8px;cursor:pointer;font-family:inherit;font-size:.73rem}
 /* Vote bar */
-#vote-bar{display:none;gap:10px;padding:4px 24px;background:#0d1117;border-top:1px solid #21262d;align-items:center;font-size:.75rem}
+#vote-bar{display:none;gap:10px;padding:4px 24px;background:#0c0d0b;border-top:1px solid #25271f;align-items:center;font-size:.75rem}
 #vote-bar.show{display:flex}
-.v-btn{border:1px solid #30363d;background:#161b22;color:#c9d1d9;border-radius:4px;padding:2px 10px;cursor:pointer;font-family:inherit;font-size:.75rem}
-.v-btn:hover{background:#21262d}
+.v-btn{border:1px solid #36382f;background:#141512;color:#e6e1d3;border-radius:4px;padding:2px 10px;cursor:pointer;font-family:inherit;font-size:.75rem}
+.v-btn:hover{background:#25271f}
 /* Replay */
-#replay-prog{height:3px;background:#21262d;border-radius:2px;overflow:hidden;display:none;flex:1}
+#replay-prog{height:3px;background:#25271f;border-radius:2px;overflow:hidden;display:none;flex:1}
 #replay-prog.show{display:block}
 #replay-bar{height:100%;background:#a371f7;width:0%;transition:width .08s linear}
 /* Transform preview */
-#transform-preview{padding:4px 24px;background:#0a0e14;border-top:1px solid #21262d;font-size:.72rem;color:#8b949e;display:none}
+#transform-preview{padding:4px 24px;background:#090a08;border-top:1px solid #25271f;font-size:.72rem;color:#96917f;display:none}
 #transform-preview.show{display:block}
 /* Chain builder */
-#chain-builder{display:none;padding:6px 12px;background:#0d1117;border:1px solid #30363d;border-radius:6px;margin-top:4px}
+#chain-builder{display:none;padding:6px 12px;background:#0c0d0b;border:1px solid #36382f;border-radius:6px;margin-top:4px}
 #chain-builder.show{display:block}
-#chain-builder label{display:flex;align-items:center;gap:5px;font-size:.75rem;color:#c9d1d9;margin-bottom:3px;cursor:pointer}
+#chain-builder label{display:flex;align-items:center;gap:5px;font-size:.75rem;color:#e6e1d3;margin-bottom:3px;cursor:pointer}
 #chain-current{font-size:.68rem;color:#e3b341;margin-top:4px}
 /* A/B bar chart */
-#ab-chart-wrap{padding:8px 16px;background:#0a0e14;border:1px solid #21262d;margin-top:8px}
-#ab-chart-title{font-size:.7rem;color:#8b949e;margin-bottom:4px}
+#ab-chart-wrap{padding:8px 16px;background:#090a08;border:1px solid #25271f;margin-top:8px}
+#ab-chart-title{font-size:.7rem;color:#96917f;margin-bottom:4px}
 #ab-chart{display:block;width:100%}
 /* Research runs */
-#research-runs-row{display:flex;align-items:center;gap:8px;margin-bottom:8px;font-size:.78rem;color:#8b949e}
+#research-runs-row{display:flex;align-items:center;gap:8px;margin-bottom:8px;font-size:.78rem;color:#96917f}
 /* Rec button */
 .btn-rec-on{background:#f85149}
 @keyframes recPulse{0%,100%{opacity:1}50%{opacity:.5}}
@@ -168,25 +168,25 @@
 /* Shortcuts modal */
 #shortcuts-modal{display:none;position:fixed;inset:0;background:rgba(0,0,0,.6);z-index:10000;align-items:center;justify-content:center}
 #shortcuts-modal.show{display:flex}
-#shortcuts-box{background:#161b22;border:1px solid #30363d;border-radius:8px;padding:20px 28px;min-width:320px;max-width:480px}
-#shortcuts-box h2{font-size:.9rem;color:#58a6ff;margin-bottom:12px}
+#shortcuts-box{background:#141512;border:1px solid #36382f;border-radius:8px;padding:20px 28px;min-width:320px;max-width:480px}
+#shortcuts-box h2{font-size:.9rem;color:#e8c872;margin-bottom:12px}
 #shortcuts-box table{width:100%;border-collapse:collapse;font-size:.8rem}
-#shortcuts-box td{padding:4px 8px;color:#c9d1d9}
+#shortcuts-box td{padding:4px 8px;color:#e6e1d3}
 #shortcuts-box td:first-child{color:#e3b341;font-weight:bold;white-space:nowrap;width:120px}
 #shortcuts-box tr:hover{background:#1f2937}
-#shortcuts-close{float:right;background:none;border:none;color:#8b949e;cursor:pointer;font-size:1.1rem;margin-top:-4px}
+#shortcuts-close{float:right;background:none;border:none;color:#96917f;cursor:pointer;font-size:1.1rem;margin-top:-4px}
 /* Toast notifications */
 #toast-container{position:fixed;bottom:20px;right:20px;z-index:9999;display:flex;flex-direction:column;gap:8px;pointer-events:none}
 .toast{padding:10px 16px;border-radius:6px;font-size:.8rem;color:#fff;animation:slideIn .2s ease-out;pointer-events:auto;max-width:320px;word-break:break-word}
 .toast-warning{background:#9e6a03;border:1px solid #e3b341}
 .toast-error{background:#6d1d1d;border:1px solid #f85149}
-.toast-info{background:#1f3a5f;border:1px solid #58a6ff}
-.join-toast{animation:slideIn .2s ease-out;font-size:.7rem;color:#8b949e;padding:4px 6px;margin-bottom:4px;border-radius:3px;border:1px solid #21262d;background:#0d1117}
-@media(max-width:640px){#sidebar{width:100%;position:relative;height:auto;border-left:none;border-top:1px solid #21262d}#chat-panel{right:0;width:100%;border-left:none;border-top:1px solid #21262d}body.sidebar-open{padding-right:0!important}}
+.toast-info{background:#1f3a5f;border:1px solid #e8c872}
+.join-toast{animation:slideIn .2s ease-out;font-size:.7rem;color:#96917f;padding:4px 6px;margin-bottom:4px;border-radius:3px;border:1px solid #25271f;background:#0c0d0b}
+@media(max-width:640px){#sidebar{width:100%;position:relative;height:auto;border-left:none;border-top:1px solid #25271f}#chat-panel{right:0;width:100%;border-left:none;border-top:1px solid #25271f}body.sidebar-open{padding-right:0!important}}
 /* Deleted token placeholder */
-.token-deleted{color:#484f58;text-decoration:line-through;font-style:italic}
+.token-deleted{color:#5f5b50;text-decoration:line-through;font-style:italic}
 /* Host badge */
-.host-badge{background:#1f6feb;color:#fff;font-size:.65rem;padding:1px 5px;border-radius:3px;margin-left:4px;font-weight:700;letter-spacing:.05em}
+.host-badge{background:#4d4b3e;color:#fff;font-size:.65rem;padding:1px 5px;border-radius:3px;margin-left:4px;font-weight:700;letter-spacing:.05em}
 /* Colorblind-safe heatmap */
 body.cb-mode .heat-0{background:#000!important;color:#fff!important}
 body.cb-mode .heat-1{background:#555!important}
@@ -214,11 +214,37 @@
   .view-sidebyside,.view-diff{grid-template-columns:1fr;grid-template-rows:1fr 1fr}
   .view-multi{grid-template-columns:1fr;grid-template-rows:repeat(4,1fr)}
 }
+/* ---- Theme: the token stream. Warm ink, one signal color for intercepted tokens. ---- */
+:root{--xf:#ff6a2b;--gold:#e8c872}
+body{font-family:ui-monospace,'Cascadia Code','JetBrains Mono','SF Mono',Menlo,Consolas,monospace}
+header{gap:16px;flex-wrap:wrap;padding:14px 24px}
+header h1{font-size:1.05rem;color:#e6e1d3;white-space:nowrap;letter-spacing:-.01em;font-weight:600}
+header h1 .h1-x{color:var(--xf)}
+.hdr-right{flex-wrap:wrap;justify-content:flex-end;gap:6px}
+.hdr-right .btn{padding:5px 10px;font-size:.78rem}
+#join-code{width:104px!important}
+.btn{border-radius:5px;transition:background .12s,border-color .12s,color .12s}
+.btn-mode,.btn-export{background:transparent;border:1px solid #36382f;color:#c9c4b6}
+.btn-mode:hover,.btn-export:hover{background:#1c1d19;border-color:#5f5b50;color:#e6e1d3}
+.btn-mode.active{background:#e6e1d3;border-color:#e6e1d3;color:#0c0d0b}
+.btn-go{background:var(--xf);color:#170904;font-weight:700}
+.btn-go:hover{background:#ff8450}
+.btn-go:disabled{background:#25271f;color:#5f5b50}
+.field input:focus,.field select:focus{border-color:var(--gold)}
+.token.odd{color:var(--xf);font-weight:600}
+.view-single{font-size:1.05rem;line-height:2;max-width:78ch;padding:28px 32px}
+.conf-high{background:#7fd69f}.conf-mid{background:#e8c872}.conf-low{background:#ff6a6a}
+/* On tokens, confidence is an underline, not a fill: green sure, gold unsure, red guessing. */
+.token.conf-high:not([class*=heat-]),.token.conf-mid:not([class*=heat-]),.token.conf-low:not([class*=heat-]){background:none;text-decoration-line:underline;text-decoration-thickness:2px;text-underline-offset:7px}
+.token.conf-high{text-decoration-color:#7fd69f}.token.conf-mid{text-decoration-color:#e8c872}.token.conf-low{text-decoration-color:#ff5c7a}
+.token[data-ws]::before{content:attr(data-ws);display:inline-block;white-space:pre}
+.token[title]{border-bottom:none}
+@media(max-width:640px){.hdr-right{justify-content:flex-start;gap:6px}.hdr-right .btn{font-size:.72rem!important;padding:5px 9px!important}}
 </style>
 </head>
 <body>
 <header>
-  <h1>Every Other Token</h1>
+  <h1>every-<span class="h1-x">other</span>-token</h1>
   <div class="hdr-right">
     <button class="btn btn-mode active" id="btn-single" title="Single stream" aria-label="Single stream view">Single</button>
     <button class="btn btn-mode" id="btn-sbs" title="Side-by-side: original vs transformed" aria-label="Side-by-side view: original vs transformed">Split</button>
@@ -227,14 +253,14 @@ <h1>Every Other Token</h1>
     <button class="btn btn-mode" id="btn-experiment" title="A/B experiment: two system prompts, same user prompt" aria-label="A/B experiment mode">Experiment</button>
     <button class="btn btn-mode" id="btn-research" title="Research dashboard: stats, perplexity, confidence" aria-label="Research dashboard">Research</button>
     <button class="btn btn-export" id="btn-export" title="Export session as JSON" aria-label="Export session as JSON">Export JSON</button>
-    <button class="btn btn-export" id="btn-export-csv" title="Export session as CSV" style="background:#4a7c59" aria-label="Export session as CSV">Export CSV</button>
-    <button class="btn btn-export" id="btn-import" title="Import a previously exported JSON session" style="background:#3a4a6a" aria-label="Import JSON session">Import JSON</button>
+    <button class="btn btn-export" id="btn-export-csv" title="Export session as CSV" aria-label="Export session as CSV">Export CSV</button>
+    <button class="btn btn-export" id="btn-import" title="Import a previously exported JSON session" aria-label="Import JSON session">Import JSON</button>
     <input type="file" id="import-file" accept=".json" style="display:none" aria-label="Select JSON file to import">
     <button class="btn btn-mode" id="btn-cb-mode" aria-label="Toggle colorblind-safe mode" title="Colorblind safe" style="font-size:.78rem;padding:4px 10px">◑ CB</button>
     <button class="btn btn-mode" id="btn-theme" title="Toggle dark/light theme" style="font-size:1rem;padding:4px 10px" aria-label="Toggle dark/light theme"><span aria-hidden="true">🌙</span></button>
-    <button class="btn" style="background:#0a6a4c;font-size:.78rem;padding:5px 12px" id="btn-host" title="Host a collaborative session" aria-label="Host a collaborative session">Host Session</button>
-    <input type="text" id="join-code" placeholder="Room code" maxlength="6" pattern="[A-Z0-9]+" inputmode="text" autocomplete="off" oninput="this.value=this.value.toUpperCase().replace(/[^A-Z0-9]/g,'')" style="background:#0d1117;border:1px solid #30363d;color:#3fb950;border-radius:6px;padding:5px 8px;font-family:inherit;font-size:.78rem;width:88px;text-transform:uppercase;letter-spacing:2px" aria-label="Room code">
-    <button class="btn" style="background:#1f6feb;font-size:.78rem;padding:5px 12px" id="btn-join">Join</button>
+    <button class="btn btn-mode" style="font-size:.78rem;padding:5px 12px" id="btn-host" title="Host a collaborative session" aria-label="Host a collaborative session">Host Session</button>
+    <input type="text" id="join-code" placeholder="Room code" maxlength="6" pattern="[A-Z0-9]+" inputmode="text" autocomplete="off" oninput="this.value=this.value.toUpperCase().replace(/[^A-Z0-9]/g,'')" style="background:#0c0d0b;border:1px solid #36382f;color:#3fb950;border-radius:6px;padding:5px 8px;font-family:inherit;font-size:.78rem;width:88px;text-transform:uppercase;letter-spacing:2px" aria-label="Room code">
+    <button class="btn btn-mode" style="font-size:.78rem;padding:5px 12px" id="btn-join">Join</button>
   </div>
 </header>
 <div id="ab-prompts" class="ab-system-prompts">
@@ -256,17 +282,17 @@ <h1>Every Other Token</h1>
       <label><input type="checkbox" data-tx="scramble"> scramble</label>
       <label><input type="checkbox" data-tx="delete"> delete</label>
       <label><input type="checkbox" data-tx="synonym"> synonym</label>
-      <div id="chain-current" style="color:#484f58">none</div>
+      <div id="chain-current" style="color:#5f5b50">none</div>
     </div>
   </div>
-  <div class="field"><label for="provider">Provider</label><select id="provider"><option value="openai">OpenAI</option><option value="anthropic">Anthropic</option></select></div>
+  <div class="field"><label for="provider">Provider</label><select id="provider"><option value="openai">OpenAI</option><option value="anthropic">Anthropic</option><option value="mock">Mock (no API key)</option></select></div>
   <div class="field"><label for="model">Model</label><input type="text" id="model" value="" placeholder="auto" style="min-width:160px"></div>
   <label class="toggle"><input type="checkbox" id="heatmap"> Heatmap</label>
   <label class="toggle"><input type="checkbox" id="graphtoggle"> Graph</label>
   <div class="field"><label for="min-confidence">Min Conf</label>
     <div style="display:flex;align-items:center;gap:4px">
-      <input type="range" id="min-confidence" min="0" max="100" value="0" style="width:80px;accent-color:#58a6ff">
-      <span id="conf-label" style="font-size:.78rem;color:#c9d1d9;min-width:28px">0%</span>
+      <input type="range" id="min-confidence" min="0" max="100" value="0" style="width:80px;accent-color:#e8c872">
+      <span id="conf-label" style="font-size:.78rem;color:#e6e1d3;min-width:28px">0%</span>
     </div>
   </div>
   <button class="btn btn-go" id="start">Stream</button>
@@ -297,100 +323,100 @@ <h1>Every Other Token</h1>
   <div class="view-experiment" id="v-experiment" style="display:none">
     <div class="exp-panel" id="exp-a"><span class="exp-label">System Prompt A</span></div>
     <div class="exp-panel" id="exp-b"><span class="exp-label b">System Prompt B</span></div>
-    <div class="exp-perp-chart" id="exp-perp"><span style="font-size:.7rem;color:#8b949e">Perplexity comparison (A=blue, B=purple) — run streams to populate</span><br><canvas id="exp-perp-canvas" style="width:100%;height:120px;display:block;margin-top:4px"></canvas></div>
-    <div class="exp-diverge-map" id="exp-diverge"><span style="font-size:.7rem;color:#8b949e">Divergence map — run streams to populate</span></div>
+    <div class="exp-perp-chart" id="exp-perp"><span style="font-size:.7rem;color:#96917f">Perplexity comparison (A=gold, B=purple): run streams to populate</span><br><canvas id="exp-perp-canvas" style="width:100%;height:120px;display:block;margin-top:4px"></canvas></div>
+    <div class="exp-diverge-map" id="exp-diverge"><span style="font-size:.7rem;color:#96917f">Divergence map: run streams to populate</span></div>
   </div>
-  <!-- A/B Agreement Chart — shown below experiment grid -->
-  <div id="ab-chart-wrap" style="display:none;padding:8px 16px;background:#0a0e14;border-top:1px solid #21262d">
-    <div id="ab-chart-title" style="font-size:.7rem;color:#8b949e;margin-bottom:4px">Token Agreement — first 50 positions (green=match, red=diverge)</div>
+  <!-- A/B Agreement Chart: shown below experiment grid -->
+  <div id="ab-chart-wrap" style="display:none;padding:8px 16px;background:#090a08;border-top:1px solid #25271f">
+    <div id="ab-chart-title" style="font-size:.7rem;color:#96917f;margin-bottom:4px">Token Agreement: first 50 positions (green=match, red=diverge)</div>
     <canvas id="ab-chart" height="80" style="display:block;width:100%"></canvas>
   </div>
   <!-- Research dashboard -->
   <div id="v-research" style="display:none;padding:16px 24px;overflow-y:auto;height:100%">
-    <h2 style="color:#58a6ff;font-size:1rem;margin-bottom:4px">Research Dashboard</h2>
+    <h2 style="color:#e8c872;font-size:1rem;margin-bottom:4px">Research Dashboard</h2>
     <div id="research-runs-row">
       <span>Research runs:</span>
-      <input type="number" id="research-runs" value="3" min="1" max="20" style="width:45px;background:#0d1117;border:1px solid #30363d;color:#c9d1d9;padding:3px 6px;border-radius:4px;font-family:inherit;font-size:.78rem">
+      <input type="number" id="research-runs" value="3" min="1" max="20" style="width:45px;background:#0c0d0b;border:1px solid #36382f;color:#e6e1d3;padding:3px 6px;border-radius:4px;font-family:inherit;font-size:.78rem">
       <span id="research-progress" style="color:#a371f7"></span>
     </div>
     <button id="btn-export-research" class="btn btn-export" style="font-size:.73rem;padding:4px 12px;margin-bottom:8px" aria-label="Export research stats as Markdown">Export Stats (MD)</button>
-    <p style="font-size:.75rem;color:#8b949e;margin-bottom:12px">Stats computed from the most recent stream. Stream tokens first.</p>
+    <p style="font-size:.75rem;color:#96917f;margin-bottom:12px">Stats computed from the most recent stream. Stream tokens first.</p>
     <div id="research-grid" style="display:grid;grid-template-columns:repeat(3,1fr);gap:12px"></div>
     <div style="margin-top:16px">
-      <div style="font-size:.72rem;color:#8b949e;text-transform:uppercase;letter-spacing:.5px;margin-bottom:4px">Top 10 High-Perplexity Tokens</div>
-      <ol id="research-perp-list" style="list-style:none;font-size:.8rem;color:#c9d1d9"></ol>
+      <div style="font-size:.72rem;color:#96917f;text-transform:uppercase;letter-spacing:.5px;margin-bottom:4px">Top 10 High-Perplexity Tokens</div>
+      <ol id="research-perp-list" style="list-style:none;font-size:.8rem;color:#e6e1d3"></ol>
     </div>
     <div style="margin-top:16px">
-      <div style="font-size:.72rem;color:#8b949e;text-transform:uppercase;letter-spacing:.5px;margin-bottom:4px">Perplexity Distribution</div>
-      <label style="display:flex;align-items:center;gap:6px;font-size:.7rem;color:#8b949e;margin-bottom:4px">
+      <div style="font-size:.72rem;color:#96917f;text-transform:uppercase;letter-spacing:.5px;margin-bottom:4px">Perplexity Distribution</div>
+      <label style="display:flex;align-items:center;gap:6px;font-size:.7rem;color:#96917f;margin-bottom:4px">
         Perplexity bins: <input type="range" id="perp-bin-slider" min="5" max="50" value="10" style="width:80px;accent-color:#a371f7">
         <span id="perp-bin-count">10</span>
       </label>
       <div id="research-perp-hist" style="display:flex;gap:2px;align-items:flex-end;height:48px;margin-top:4px"></div>
     </div>
     <div style="margin-top:16px">
-      <div style="font-size:.72rem;color:#8b949e;text-transform:uppercase;letter-spacing:.5px;margin-bottom:4px">Confidence Distribution</div>
+      <div style="font-size:.72rem;color:#96917f;text-transform:uppercase;letter-spacing:.5px;margin-bottom:4px">Confidence Distribution</div>
       <div id="research-conf-hist" style="display:flex;gap:2px;align-items:flex-end;height:48px;margin-top:4px"></div>
-      <div style="display:flex;justify-content:space-between;font-size:.6rem;color:#484f58;margin-top:2px"><span>0.0</span><span>0.5</span><span>1.0</span></div>
+      <div style="display:flex;justify-content:space-between;font-size:.6rem;color:#5f5b50;margin-top:2px"><span>0.0</span><span>0.5</span><span>1.0</span></div>
     </div>
     <div style="margin-top:16px" id="sig-test-section">
-      <div style="font-size:.72rem;color:#8b949e;text-transform:uppercase;letter-spacing:.5px;margin-bottom:4px">A/B Significance Test (Even vs Odd Runs)</div>
-      <div id="sig-test-result" style="background:#161b22;border:1px solid #21262d;border-radius:4px;padding:10px 12px;font-size:.8rem">
-        <span style="color:#484f58">Run at least 4 tokens from two alternating runs to see results.</span>
+      <div style="font-size:.72rem;color:#96917f;text-transform:uppercase;letter-spacing:.5px;margin-bottom:4px">A/B Significance Test (Even vs Odd Runs)</div>
+      <div id="sig-test-result" style="background:#141512;border:1px solid #25271f;border-radius:4px;padding:10px 12px;font-size:.8rem">
+        <span style="color:#5f5b50">Run at least 4 tokens from two alternating runs to see results.</span>
       </div>
     </div>
     <div style="margin-top:16px">
-      <div style="font-size:.72rem;color:#8b949e;text-transform:uppercase;letter-spacing:.5px;margin-bottom:4px">Citation</div>
-      <code id="research-citation" style="font-size:.7rem;color:#e3b341;white-space:pre-wrap;display:block;background:#161b22;padding:8px;border-radius:4px;border:1px solid #21262d"></code>
+      <div style="font-size:.72rem;color:#96917f;text-transform:uppercase;letter-spacing:.5px;margin-bottom:4px">Citation</div>
+      <code id="research-citation" style="font-size:.7rem;color:#e3b341;white-space:pre-wrap;display:block;background:#141512;padding:8px;border-radius:4px;border:1px solid #25271f"></code>
     </div>
     <div style="margin-top:16px" id="undo-history-section">
-      <div style="font-size:.72rem;color:#8b949e;text-transform:uppercase;letter-spacing:.5px;margin-bottom:4px">Surgery Edit History</div>
-      <div id="surgery-history" style="background:#161b22;border:1px solid #21262d;border-radius:4px;padding:8px 12px;font-size:.78rem;max-height:120px;overflow-y:auto;color:#c9d1d9">
-        <span style="color:#484f58">No edits yet.</span>
+      <div style="font-size:.72rem;color:#96917f;text-transform:uppercase;letter-spacing:.5px;margin-bottom:4px">Surgery Edit History</div>
+      <div id="surgery-history" style="background:#141512;border:1px solid #25271f;border-radius:4px;padding:8px 12px;font-size:.78rem;max-height:120px;overflow-y:auto;color:#e6e1d3">
+        <span style="color:#5f5b50">No edits yet.</span>
       </div>
       <div style="display:flex;gap:6px;margin-top:6px">
-        <button id="btn-undo-one" class="btn" style="background:#21262d;font-size:.73rem;padding:3px 10px" title="Undo last edit (Ctrl+Z)" disabled>↩ Undo</button>
-        <button id="btn-undo-all" class="btn" style="background:#21262d;font-size:.73rem;padding:3px 10px" onclick="undoAll()">Undo All Edits</button>
+        <button id="btn-undo-one" class="btn" style="background:#25271f;font-size:.73rem;padding:3px 10px" title="Undo last edit (Ctrl+Z)" disabled>↩ Undo</button>
+        <button id="btn-undo-all" class="btn" style="background:#25271f;font-size:.73rem;padding:3px 10px" onclick="undoAll()">Undo All Edits</button>
       </div>
     </div>
   </div>
 </div>
 <div id="graph-wrap"><canvas id="depgraph" role="img" aria-label="Token dependency graph showing transformed vs untransformed token positions"></canvas></div>
-<div id="perp-spark-wrap"><svg id="perp-spark" viewBox="0 0 600 40" preserveAspectRatio="none" role="img" aria-label="Perplexity sparkline for last 60 tokens"><title>Perplexity over last 60 tokens</title><polyline id="perp-line" points="" fill="none" stroke="#a371f7" stroke-width="1.5"/></svg></div>
-<div id="conf-spark-wrap" style="padding:4px 24px;background:#0a0e14;border-top:1px solid #21262d;display:none">
-  <div style="font-size:.65rem;color:#8b949e;margin-bottom:2px">Confidence (last 60 tokens)</div>
-  <canvas id="sparkline" width="600" height="60" style="display:block;background:#1a1a2e;border-radius:4px;width:100%;max-width:600px" role="img" aria-label="Confidence sparkline for last 60 tokens"></canvas>
+<div id="perp-spark-wrap"><div style="font-size:.65rem;color:#96917f;margin:2px 0">Perplexity (last 60 tokens)</div><svg id="perp-spark" viewBox="0 0 600 40" preserveAspectRatio="none" role="img" aria-label="Perplexity sparkline for last 60 tokens"><title>Perplexity over last 60 tokens</title><polyline id="perp-line" points="" fill="none" stroke="#e8c872" stroke-width="1.5"/></svg></div>
+<div id="conf-spark-wrap" style="padding:4px 24px;background:#090a08;border-top:1px solid #25271f;display:none">
+  <div style="font-size:.65rem;color:#96917f;margin-bottom:2px">Confidence (last 60 tokens)</div>
+  <canvas id="sparkline" width="600" height="60" style="display:block;background:#141512;border-radius:4px;width:100%;max-width:600px" role="img" aria-label="Confidence sparkline for last 60 tokens"></canvas>
 </div>
 <div id="stats"></div>
 <div id="research-dash"></div>
 
 <!-- Multiplayer session panel -->
 <div id="mp-panel">
-  <div><div class="mp-label">Room Code</div><div class="mp-code" id="mp-code" title="Click to copy join link">——————</div></div>
+  <div><div class="mp-label">Room Code</div><div class="mp-code" id="mp-code" title="Click to copy join link">------</div></div>
   <div><div class="mp-label">Participants</div><span id="mp-count-badge">1</span></div>
   <button class="btn" style="background:#238636;font-size:.75rem;padding:4px 11px" id="btn-copy-link">Copy Link</button>
   <button class="btn" style="background:#6e40c9;font-size:.75rem;padding:4px 11px;display:none" id="btn-replay" aria-label="Replay recording">▶ Replay</button>
   <div id="replay-prog"><div id="replay-bar"></div></div>
-  <div style="display:flex;align-items:center;gap:4px;font-size:.72rem;color:#8b949e">
+  <div style="display:flex;align-items:center;gap:4px;font-size:.72rem;color:#96917f">
     <span>Speed:</span>
     <input type="range" id="replay-speed" min="1" max="10" value="3" style="width:60px;accent-color:#a371f7">
     <span id="speed-label">3×</span>
   </div>
-  <button class="btn" id="btn-rec" style="background:#30363d;font-size:.75rem;padding:4px 11px" aria-label="Record session">⏺ Record</button>
-  <button class="btn" style="background:#21262d;font-size:.75rem;padding:4px 11px;margin-left:auto" id="btn-leave">Leave</button>
+  <button class="btn" id="btn-rec" style="background:#36382f;font-size:.75rem;padding:4px 11px" aria-label="Record session">⏺ Record</button>
+  <button class="btn" style="background:#25271f;font-size:.75rem;padding:4px 11px;margin-left:auto" id="btn-leave">Leave</button>
 </div>
 <!-- Vote bar -->
 <div id="vote-bar" role="region" aria-label="Transform voting">
-  <span style="color:#8b949e;font-size:.7rem">Transform vote:</span>
+  <span style="color:#96917f;font-size:.7rem">Transform vote:</span>
   <button class="v-btn" id="btn-vote-up">👍 <span id="vote-up-n">0</span></button>
   <button class="v-btn" id="btn-vote-dn">👎 <span id="vote-dn-n">0</span></button>
-  <span id="vote-label" style="font-size:.7rem;color:#484f58"></span>
+  <span id="vote-label" style="font-size:.7rem;color:#5f5b50"></span>
 </div>
 <!-- Participant sidebar -->
 <div id="sidebar" role="complementary" aria-label="Participants">
   <div id="sidebar-hdr">
     <span>Participants</span>
-    <button onclick="$('#chat-panel').classList.toggle('show')" style="background:none;border:none;color:#8b949e;cursor:pointer;font-size:.8rem" title="Toggle chat">💬</button>
+    <button onclick="$('#chat-panel').classList.toggle('show')" style="background:none;border:none;color:#96917f;cursor:pointer;font-size:.8rem" title="Toggle chat">💬</button>
   </div>
   <div id="participant-list"></div>
 </div>
@@ -448,13 +474,13 @@ <h2>Keyboard Shortcuts</h2>
 function renderSurgeryHistory() {
   const el = document.getElementById('surgery-history');
   if (!el) return;
-  if (surgeryLog.length === 0) { el.innerHTML = '<span style="color:#484f58">No edits yet.</span>'; return; }
+  if (surgeryLog.length === 0) { el.innerHTML = '<span style="color:#5f5b50">No edits yet.</span>'; return; }
   const frag=document.createDocumentFragment();
   surgeryLog.slice().reverse().forEach(e=>{
     const row=document.createElement('div');
-    row.style.cssText='display:flex;gap:8px;padding:2px 0;border-bottom:1px solid #21262d';
+    row.style.cssText='display:flex;gap:8px;padding:2px 0;border-bottom:1px solid #25271f';
     const idx=document.createElement('span');
-    idx.style.cssText='color:#484f58;font-size:.7rem;flex-shrink:0';
+    idx.style.cssText='color:#5f5b50;font-size:.7rem;flex-shrink:0';
     idx.textContent='#'+e.index;
     const orig=document.createElement('span');
     orig.style.cssText='color:#f85149;text-decoration:line-through;flex:1;overflow:hidden;text-overflow:ellipsis';
@@ -538,7 +564,11 @@ <h2>Keyboard Shortcuts</h2>
   }
   /* Perplexity pulse for surprising tokens (perplexity > 5) */
   if(perplexity!=null&&perplexity>5)s.classList.add('high-perp');
-  if(chaosLabel!=='deleted'&&text!=='')s.textContent=text;
+  if(chaosLabel!=='deleted'&&text!==''){
+    /* Leading whitespace sits outside the confidence underline. */
+    const m=/^(\s+)(\S[\s\S]*)$/.exec(text);
+    if(m){s.dataset.ws=m[1];s.textContent=m[2];}else s.textContent=text;
+  }
   s.addEventListener('contextmenu',function(e){
     e.preventDefault();
     navigator.clipboard&&navigator.clipboard.writeText(s.textContent).then(()=>{
@@ -549,6 +579,14 @@ <h2>Keyboard Shortcuts</h2>
   return s;
 }
 
+/* Append a token span; its leading whitespace goes in as plain text so the
+   confidence underline and line wrapping only apply to the word itself. */
+function appendTok(container,sp){
+  const ws=sp.dataset.ws;
+  if(ws){container.appendChild(document.createTextNode(ws));delete sp.dataset.ws;}
+  container.appendChild(sp);
+}
+
 /* ---- Token search/filter ---- */
 $('#token-search').addEventListener('input',function(){
   const q=this.value.toLowerCase();
@@ -583,7 +621,7 @@ <h2>Keyboard Shortcuts</h2>
   if (!svg) return;
   const tip = document.createElement('div');
   tip.id = 'spark-tip';
-  tip.style.cssText = 'display:none;position:fixed;background:#1c2333;color:#a371f7;padding:2px 8px;border-radius:4px;font-size:.7rem;pointer-events:none;z-index:100;border:1px solid #30363d';
+  tip.style.cssText = 'display:none;position:fixed;background:#1c2333;color:#a371f7;padding:2px 8px;border-radius:4px;font-size:.7rem;pointer-events:none;z-index:100;border:1px solid #36382f';
   document.body.appendChild(tip);
   svg.addEventListener('mousemove', e => {
     if (!perpWindow.length) return;
@@ -627,17 +665,17 @@ <h2>Keyboard Shortcuts</h2>
   if (!el) return;
   const r = welchT(evenConf, oddConf);
   if (!r) {
-    el.innerHTML = '<span style="color:#484f58">Not enough confidence data for t-test (need OpenAI provider).</span>';
+    el.innerHTML = '<span style="color:#5f5b50">Not enough confidence data for t-test (need OpenAI provider).</span>';
     return;
   }
   const sig = r.p < 0.05;
   const color = sig ? '#f85149' : '#3fb950';
   el.innerHTML = `
     <div style="display:flex;gap:16px;flex-wrap:wrap">
-      <div><span style="color:#8b949e">Even tokens mean conf:</span> <strong style="color:#58a6ff">${r.ma.toFixed(4)}</strong> (n=${r.na})</div>
-      <div><span style="color:#8b949e">Odd tokens mean conf:</span> <strong style="color:#a371f7">${r.mb.toFixed(4)}</strong> (n=${r.nb})</div>
-      <div><span style="color:#8b949e">t-statistic:</span> <strong style="color:#e3b341">${r.t.toFixed(3)}</strong></div>
-      <div><span style="color:#8b949e">p-value:</span> <strong style="color:${color}">${r.p.toFixed(4)}</strong></div>
+      <div><span style="color:#96917f">Even tokens mean conf:</span> <strong style="color:#e8c872">${r.ma.toFixed(4)}</strong> (n=${r.na})</div>
+      <div><span style="color:#96917f">Odd tokens mean conf:</span> <strong style="color:#a371f7">${r.mb.toFixed(4)}</strong> (n=${r.nb})</div>
+      <div><span style="color:#96917f">t-statistic:</span> <strong style="color:#e3b341">${r.t.toFixed(3)}</strong></div>
+      <div><span style="color:#96917f">p-value:</span> <strong style="color:${color}">${r.p.toFixed(4)}</strong></div>
       <div style="padding:2px 8px;border-radius:3px;background:${sig?'#2d1b1b':'#0d2010'};color:${color};font-size:.75rem">${sig?'⚠ SIGNIFICANT (p<0.05)':'✓ Not significant'}</div>
     </div>`;
 }
@@ -684,7 +722,7 @@ <h2>Keyboard Shortcuts</h2>
   const confHist=$('#research-conf-hist');
   const citation=$('#research-citation');
   if(!grid)return;
-  if(allTokens.length===0){grid.innerHTML='<div style="color:#8b949e;font-size:.8rem">No tokens yet. Run a stream first.</div>';return;}
+  if(allTokens.length===0){grid.innerHTML='<div style="color:#96917f;font-size:.8rem">No tokens yet. Run a stream first.</div>';return;}
   /* Vocab diversity */
   const unique=new Set(allTokens.map(t=>t.original.toLowerCase())).size;
   const diversity=(unique/allTokens.length).toFixed(3);
@@ -709,14 +747,14 @@ <h2>Keyboard Shortcuts</h2>
   /* Top 10 perplexity tokens */
   if(perpList){
     const sorted=[...withPerp].sort((a,b)=>b.perplexity-a.perplexity).slice(0,10);
-    perpList.innerHTML=sorted.map((t,i)=>`<li style="display:flex;justify-content:space-between;padding:3px 0;border-bottom:1px solid #21262d;font-size:.78rem"><span style="color:#c9d1d9">${i+1}. "${t.original}"</span><span style="color:#f85149">${t.perplexity.toFixed(1)}</span></li>`).join('');
+    perpList.innerHTML=sorted.map((t,i)=>`<li style="display:flex;justify-content:space-between;padding:3px 0;border-bottom:1px solid #25271f;font-size:.78rem"><span style="color:#e6e1d3">${i+1}. "${t.original}"</span><span style="color:#f85149">${t.perplexity.toFixed(1)}</span></li>`).join('');
   }
   /* Confidence histogram (10 buckets) */
   if(confHist&&withConf.length>0){
     const buckets=Array(10).fill(0);
     withConf.forEach(t=>{const b=Math.min(9,Math.floor(t.confidence*10));buckets[b]++});
     const maxB=Math.max(...buckets,1);
-    confHist.innerHTML=buckets.map((v,i)=>`<div style="flex:1;background:#1f6feb;height:${Math.round(v/maxB*44)+2}px;border-radius:2px 2px 0 0;opacity:${0.4+i*0.06}" title="${(i*10)}-${(i+1)*10}%: ${v} tokens"></div>`).join('');
+    confHist.innerHTML=buckets.map((v,i)=>`<div style="flex:1;background:#4d4b3e;height:${Math.round(v/maxB*44)+2}px;border-radius:2px 2px 0 0;opacity:${0.4+i*0.06}" title="${(i*10)}-${(i+1)*10}%: ${v} tokens"></div>`).join('');
   }
   /* Citation */
   if(citation){
@@ -743,7 +781,7 @@ <h2>Keyboard Shortcuts</h2>
   if(es){es.close();es=null}
   $('#exp-a').innerHTML='<span class="exp-label">System Prompt A</span>';
   $('#exp-b').innerHTML='<span class="exp-label b">System Prompt B</span>';
-  $('#exp-diverge').innerHTML='<span style="font-size:.7rem;color:#8b949e">Divergence map — streaming...</span>';
+  $('#exp-diverge').innerHTML='<span style="font-size:.7rem;color:#96917f">Divergence map: streaming...</span>';
   expATokens2=[];expBTokens2=[];
   const p=encodeURIComponent($('#prompt').value);
   const t=$('#transform').value;
@@ -767,13 +805,13 @@ <h2>Keyboard Shortcuts</h2>
         expATokens2.push(tk);
         const sp=mkSpan(tk.text,tk.transformed,tk.importance,'',tk.chaos_label,tk.confidence,tk.perplexity);
         sp.dataset.idx=tk.index;
-        $('#exp-a').appendChild(sp);$('#exp-a').scrollTop=$('#exp-a').scrollHeight;
+        appendTok($('#exp-a'),sp);$('#exp-a').scrollTop=$('#exp-a').scrollHeight;
         updatePerpSparkline(tk.perplexity);
       } else if(tk.side==='b'){
         expBTokens2.push(tk);
         const sp=mkSpan(tk.text,tk.transformed,tk.importance,'',tk.chaos_label,tk.confidence,tk.perplexity);
         sp.dataset.idx=tk.index;
-        $('#exp-b').appendChild(sp);$('#exp-b').scrollTop=$('#exp-b').scrollHeight;
+        appendTok($('#exp-b'),sp);$('#exp-b').scrollTop=$('#exp-b').scrollHeight;
       }
       $('#stats').textContent='A: '+expATokens2.length+' tokens | B: '+expBTokens2.length+' tokens';
     }catch(err){console.warn('[eot] token parse error:', err);}
@@ -787,7 +825,7 @@ <h2>Keyboard Shortcuts</h2>
 function renderExpDivergence(){
   const el=$('#exp-diverge');if(!el)return;
   const minLen=Math.min(expATokens2.length,expBTokens2.length);
-  if(minLen===0){el.innerHTML='<span style="font-size:.7rem;color:#8b949e">No tokens to compare.</span>';return;}
+  if(minLen===0){el.innerHTML='<span style="font-size:.7rem;color:#96917f">No tokens to compare.</span>';return;}
   let matches=0;
   const rows=[];
   for(let i=0;i<minLen;i++){
@@ -796,7 +834,7 @@ <h2>Keyboard Shortcuts</h2>
     rows.push(`<div style="display:flex;gap:8px;font-size:.75rem;padding:1px 0;color:${match?'#3fb950':'#f85149'}"><span style="flex:1;overflow:hidden;text-overflow:ellipsis">${escHtml(expATokens2[i].original)}</span><span style="flex:1;overflow:hidden;text-overflow:ellipsis">${escHtml(expBTokens2[i].original)}</span></div>`);
   }
   const pct=Math.round(matches/minLen*100);
-  el.innerHTML=`<div style="font-size:.7rem;color:#8b949e;margin-bottom:4px">Similarity: ${pct}% (${matches}/${minLen})</div>`+rows.slice(0,50).join('');
+  el.innerHTML=`<div style="font-size:.7rem;color:#96917f;margin-bottom:4px">Similarity: ${pct}% (${matches}/${minLen})</div>`+rows.slice(0,50).join('');
   /* Hook for A/B chart enhancement (item 9) */
   if(typeof _renderExpDivergenceExtra==='function')_renderExpDivergenceExtra(expATokens2,expBTokens2,minLen,matches);
 }
@@ -836,8 +874,8 @@ <h2>Keyboard Shortcuts</h2>
   if(imp>=.8)return'#f85149';
   if(imp>=.6)return'#f0883e';
   if(imp>=.4)return'#e3b341';
-  if(imp>=.2)return'#58a6ff';
-  return'#484f58';
+  if(imp>=.2)return'#e8c872';
+  return'#5f5b50';
 }
 
 /* ---- Canvas dependency graph ---- */
@@ -882,11 +920,11 @@ <h2>Keyboard Shortcuts</h2>
     /* Node circle */
     ctx.beginPath();
     ctx.arc(x,y,7,0,Math.PI*2);
-    ctx.fillStyle=n.transformed?'#00d4ff':'#c9d1d9';
+    ctx.fillStyle=n.transformed?'#ff6a2b':'#e6e1d3';
     ctx.fill();
-    ctx.strokeStyle='#30363d';ctx.lineWidth=1;ctx.stroke();
+    ctx.strokeStyle='#36382f';ctx.lineWidth=1;ctx.stroke();
     /* Label */
-    ctx.fillStyle='#8b949e';
+    ctx.fillStyle='#96917f';
     ctx.font='10px monospace';
     ctx.textAlign='center';
     const label=n.text.length>6?n.text.slice(0,5)+'…':n.text;
@@ -952,16 +990,17 @@ <h2>Keyboard Shortcuts</h2>
       if(e.data==='[DONE]'){
         streamDone=true;
         evSrc.close();es=null;
-        /* Drain remaining queue */
-        _stopSseFlush();
-        _sseQueue.length=0;
-        $('#start').disabled=false;$('#start').textContent='Stream';
-        if($('#graphtoggle').checked)drawGraph();
-        enableSurgery($('#v-single'));
-        enableSurgery($('#sbs-orig'));
-        enableSurgery($('#sbs-xform'));
-        renderResearch();
-        updateUndoBtnState();
+        /* Render whatever is still queued, then finish. Clearing the queue
+           here dropped every token of a fast stream (e.g. the mock provider). */
+        _finishSseFlush(()=>{
+          $('#start').disabled=false;$('#start').textContent='Stream';
+          if($('#graphtoggle').checked)drawGraph();
+          enableSurgery($('#v-single'));
+          enableSurgery($('#sbs-orig'));
+          enableSurgery($('#sbs-xform'));
+          renderResearch();
+          updateUndoBtnState();
+        });
         return;
       }
       try{
@@ -978,7 +1017,7 @@ <h2>Keyboard Shortcuts</h2>
       if(_retryCount<MAX_RETRIES){
         const delay=Math.min(1000*Math.pow(2,_retryCount),16000);
         _retryCount++;
-        $('#stats').textContent='Connection lost — reconnecting in '+(delay/1000).toFixed(0)+'s… (attempt '+_retryCount+'/'+MAX_RETRIES+')';
+        $('#stats').textContent='Connection lost: reconnecting in '+(delay/1000).toFixed(0)+'s… (attempt '+_retryCount+'/'+MAX_RETRIES+')';
         _streamRetryTimer=setTimeout(()=>{
           es=new EventSource(url);
           attachStreamHandlers(es);
@@ -1000,7 +1039,7 @@ <h2>Keyboard Shortcuts</h2>
       if(probe.status===429){
         _stopSseFlush();
         $('#start').disabled=false;$('#start').textContent='Stream';
-        showNotice('Rate limited (429) — please wait 60s','error');
+        showNotice('Rate limited (429): please wait 60s','error');
         return;
       }
     }catch(_){}
@@ -1038,13 +1077,13 @@ <h2>Keyboard Shortcuts</h2>
         diffOpenaiTokens.push(tk);
         const sp=mkSpan(tk.text,tk.transformed,tk.importance,'',tk.chaos_label);
         sp.dataset.idx=tk.index;
-        $('#diff-openai').appendChild(sp);
+        appendTok($('#diff-openai'),sp);
         $('#diff-openai').scrollTop=$('#diff-openai').scrollHeight;
       } else if(tk.side==='anthropic'){
         diffAnthropicTokens.push(tk);
         const sp=mkSpan(tk.text,tk.transformed,tk.importance,'',tk.chaos_label);
         sp.dataset.idx=tk.index;
-        $('#diff-anthropic').appendChild(sp);
+        appendTok($('#diff-anthropic'),sp);
         $('#diff-anthropic').scrollTop=$('#diff-anthropic').scrollHeight;
       }
       $('#stats').textContent='OpenAI: '+diffOpenaiTokens.length+' tokens | Anthropic: '+diffAnthropicTokens.length+' tokens';
@@ -1080,10 +1119,10 @@ <h2>Keyboard Shortcuts</h2>
   const ctx=canvas.getContext('2d');
   const w=canvas.width,h=canvas.height;
   ctx.clearRect(0,0,w,h);
-  ctx.fillStyle='#1a1a2e';ctx.fillRect(0,0,w,h);
+  ctx.fillStyle='#141512';ctx.fillRect(0,0,w,h);
   if(confWindow.length<2)return;
   const avg=confWindow.reduce((a,b)=>a+b,0)/confWindow.length;
-  const color=avg>=0.7?'#3fb950':avg>=0.4?'#e3b341':'#f85149';
+  const color=avg>=0.7?'#7fd69f':avg>=0.4?'#e8c872':'#ff6a6a';
   ctx.beginPath();ctx.strokeStyle=color;ctx.lineWidth=2;
   confWindow.forEach((v,i)=>{
     const x=Math.round(i/(confWindow.length-1)*w);
@@ -1229,9 +1268,9 @@ <h2>Keyboard Shortcuts</h2>
 });
 
 /* ================================================================
-   MULTIPLAYER — WebSocket collaboration
+   MULTIPLAYER: WebSocket collaboration
    ================================================================ */
-let ws=null, myId=null, myColor='#58a6ff', myName='Guest', amHost=false;
+let ws=null, myId=null, myColor='#e8c872', myName='Guest', amHost=false;
 let roomCode=null, isRecording=false, hasReplay=false;
 const peerColors={};
 
@@ -1239,7 +1278,7 @@ <h2>Keyboard Shortcuts</h2>
 
 /* ---- Security helpers ---- */
 function escHtml(s){return String(s).replace(/&/g,'&amp;').replace(/</g,'&lt;').replace(/>/g,'&gt;').replace(/"/g,'&quot;').replace(/'/g,'&#39;');}
-function safeCssColor(c){return/^#[0-9a-fA-F]{3,8}$|^[a-z]+$/i.test(String(c))?String(c):'#58a6ff';}
+function safeCssColor(c){return/^#[0-9a-fA-F]{3,8}$|^[a-z]+$/i.test(String(c))?String(c):'#e8c872';}
 
 function initRoom(code,asHost){
   roomCode=code; amHost=asHost;
@@ -1259,7 +1298,7 @@ <h2>Keyboard Shortcuts</h2>
   };
   ws.onerror=e=>{
     console.error('WS',e);
-    showToast('Connection error — check network','#f85149');
+    showToast('Connection error: check network','#f85149');
   };
 }
 
@@ -1315,7 +1354,7 @@ <h2>Keyboard Shortcuts</h2>
     case 'replay_done':
       $('#replay-prog').classList.remove('show'); break;
     case 'stream_done':
-      /* Host's stream finished — re-enable stream button for guests */
+      /* Host's stream finished: re-enable stream button for guests */
       $('#start').disabled=false;$('#start').textContent='Stream';
       if(!amHost){enableSurgery($('#v-single'));renderResearch();}
       break;
@@ -1340,7 +1379,7 @@ <h2>Keyboard Shortcuts</h2>
 function setParticipantCount(n){$('#mp-count-badge').textContent=n;}
 function incrPCount(d){$('#mp-count-badge').textContent=Math.max(1,parseInt($('#mp-count-badge').textContent||'1')+d);}
 function showToast(text,color){
-  const t=document.createElement('div');t.className='join-toast';t.style.borderColor=color||'#21262d';t.textContent=text;
+  const t=document.createElement('div');t.className='join-toast';t.style.borderColor=color||'#25271f';t.textContent=text;
   $('#participant-list').prepend(t);setTimeout(()=>t.remove(),3000);
 }
 
@@ -1371,7 +1410,7 @@ <h2>Keyboard Shortcuts</h2>
   const ts=new Date().toLocaleTimeString([],{hour:'2-digit',minute:'2-digit'});
   const tsSpan=document.createElement('span');
   tsSpan.title=new Date().toISOString();
-  tsSpan.style.cssText='font-size:.6rem;color:#484f58;cursor:help;margin-left:4px';
+  tsSpan.style.cssText='font-size:.6rem;color:#5f5b50;cursor:help;margin-left:4px';
   tsSpan.textContent=ts;
   d.appendChild(author);d.appendChild(sep);d.appendChild(body);d.appendChild(tsSpan);
   if(m.token_index!=null){
@@ -1499,7 +1538,7 @@ <h2>Keyboard Shortcuts</h2>
     document.getElementById('shortcuts-modal').classList.remove('show');
 };
 /* ================================================================
-   ITEM 1: SSE event batching — 100ms flush loop
+   ITEM 1: SSE event batching: 100ms flush loop
    ================================================================ */
 let _sseQueue = [];
 let _sseFlushRunning = false;
@@ -1519,19 +1558,19 @@ <h2>Keyboard Shortcuts</h2>
 
         const singleSp = mkSpan(tk.text, tk.transformed, tk.importance, '', tk.chaos_label, tk.confidence, tk.perplexity);
         singleSp.dataset.idx = tk.index;
-        vsingle.appendChild(singleSp);
+        appendTok(vsingle, singleSp);
         updatePerpSparkline(tk.perplexity);
         updateConfSparkline(tk.confidence);
 
         const origSp = mkSpan(tk.original, false, tk.importance, null, null, tk.confidence, tk.perplexity); origSp.dataset.idx = tk.index;
-        $('#sbs-orig').appendChild(origSp);
+        appendTok($('#sbs-orig'), origSp);
         const xformSp = mkSpan(tk.text, tk.transformed, tk.importance, '', tk.chaos_label, tk.confidence, tk.perplexity); xformSp.dataset.idx = tk.index;
-        $('#sbs-xform').appendChild(xformSp);
+        appendTok($('#sbs-xform'), xformSp);
 
         ['reverse','uppercase','mock','noise','chaos'].forEach(txName => {
           const panel = $('#mp-' + txName);
           if (!panel) return;
-          panel.appendChild(mkSpan(tk.transformed ? TX[txName](tk.original) : tk.original, tk.transformed, tk.importance));
+          appendTok(panel, mkSpan(tk.transformed ? TX[txName](tk.original) : tk.original, tk.transformed, tk.importance));
         });
 
         graphNodes.push(tk);
@@ -1559,11 +1598,24 @@ <h2>Keyboard Shortcuts</h2>
       const elapsedStr = (elapsedSec).toFixed(1);
       $('#stats').textContent = 'Tokens: ' + countRef.count + ' | Transformed: ' + xformedRef.xformed + ' | Mode: ' + modeRef.mode + ' | ' + elapsedStr + 's | ' + tokSec + ' tok/s';
     }
+    if (_sseOnDrained && _sseQueue.length === 0) {
+      const done = _sseOnDrained;
+      _sseOnDrained = null;
+      _sseFlushRunning = false;
+      done();
+      return;
+    }
     setTimeout(flush, 100);
   }
   setTimeout(flush, 100);
 }
-function _stopSseFlush() { _sseFlushRunning = false; }
+let _sseOnDrained = null;
+function _stopSseFlush() { _sseFlushRunning = false; _sseOnDrained = null; }
+/* Stop the flush loop once the queue is empty, then call onDone. */
+function _finishSseFlush(onDone) {
+  if (!_sseFlushRunning) { onDone(); return; }
+  _sseOnDrained = onDone;
+}
 
 /* ITEM 4: stream start timestamp */
 let _streamStart = null;
@@ -1586,7 +1638,7 @@ <h2>Keyboard Shortcuts</h2>
     const prev = $('#transform-preview');
     if (!prev) return;
     prev.classList.add('show');
-    prev.innerHTML = '<span style="color:#484f58">Preview: </span><span style="color:#8b949e">' + escHtml(SAMPLE) + '</span><span style="color:#484f58"> → </span><span style="color:#e3b341">' + escHtml(transformed) + '</span>';
+    prev.innerHTML = '<span style="color:#5f5b50">Preview: </span><span style="color:#96917f">' + escHtml(SAMPLE) + '</span><span style="color:#5f5b50"> → </span><span style="color:#e3b341">' + escHtml(transformed) + '</span>';
   }
   const txSel = $('#transform');
   if (txSel) txSel.addEventListener('input', updatePreview);
@@ -1698,26 +1750,26 @@ <h2>Keyboard Shortcuts</h2>
 (function(){
   const _origPush = Array.prototype.push;
   const _origPop = Array.prototype.pop;
-  /* We can't patch array prototype globally; instead hook surgery commit via MutationObserver —
+  /* We can't patch array prototype globally; instead hook surgery commit via MutationObserver -
      Instead, update btn state on each undo and on stream start/clear */
 })();
 
 /* ================================================================
-   ITEM 9: A/B analytics enhancements — bar chart hook
+   ITEM 9: A/B analytics enhancements: bar chart hook
    ================================================================ */
 function _renderExpDivergenceExtra(tokA, tokB, minLen, matches) {
   const el = $('#exp-diverge');
   if (minLen === 0) { const cw=$('#ab-chart-wrap');if(cw)cw.style.display='none'; return; }
 
-  /* Summary line — appended to diverge panel */
+  /* Summary line: appended to diverge panel */
   const agreements = [];
   for (let i = 0; i < minLen; i++) {
     agreements.push(tokA[i].original === tokB[i].original);
   }
   const pct = Math.round(matches / minLen * 100);
   const summaryDiv = document.createElement('div');
-  summaryDiv.style.cssText = 'font-size:.72rem;color:#8b949e;margin-bottom:4px;margin-top:4px';
-  summaryDiv.innerHTML = '<strong style="color:#c9d1d9">Agreement: ' + pct + '%</strong> &nbsp;|&nbsp; Matching: <span style="color:#3fb950">' + matches + '</span> &nbsp;|&nbsp; Diverging: <span style="color:#f85149">' + (minLen - matches) + '</span>';
+  summaryDiv.style.cssText = 'font-size:.72rem;color:#96917f;margin-bottom:4px;margin-top:4px';
+  summaryDiv.innerHTML = '<strong style="color:#e6e1d3">Agreement: ' + pct + '%</strong> &nbsp;|&nbsp; Matching: <span style="color:#3fb950">' + matches + '</span> &nbsp;|&nbsp; Diverging: <span style="color:#f85149">' + (minLen - matches) + '</span>';
   if (el) el.appendChild(summaryDiv);
 
   /* Bar chart */
@@ -1740,13 +1792,13 @@ <h2>Keyboard Shortcuts</h2>
   const chartH = 55;
   const xOff = 30;
   /* Axes */
-  ctx.strokeStyle = '#30363d'; ctx.lineWidth = 1;
+  ctx.strokeStyle = '#36382f'; ctx.lineWidth = 1;
   ctx.beginPath(); ctx.moveTo(xOff, 5); ctx.lineTo(xOff, chartH + 5); ctx.lineTo(w - 5, chartH + 5); ctx.stroke();
   /* Title */
-  ctx.fillStyle = '#8b949e'; ctx.font = '10px monospace'; ctx.textAlign = 'center';
+  ctx.fillStyle = '#96917f'; ctx.font = '10px monospace'; ctx.textAlign = 'center';
   ctx.fillText('Token Agreement', w / 2, 12);
   /* X-axis label */
-  ctx.fillStyle = '#484f58'; ctx.font = '9px monospace';
+  ctx.fillStyle = '#5f5b50'; ctx.font = '9px monospace';
   ctx.fillText('Token position', w / 2, 76);
   /* Bars */
   for (let i = 0; i < positions; i++) {
@@ -1755,7 +1807,7 @@ <h2>Keyboard Shortcuts</h2>
     ctx.fillRect(x, 10, Math.max(1, barW - 2), chartH - 5);
   }
   /* X-axis tick labels */
-  ctx.fillStyle = '#484f58'; ctx.font = '8px monospace'; ctx.textAlign = 'center';
+  ctx.fillStyle = '#5f5b50'; ctx.font = '8px monospace'; ctx.textAlign = 'center';
   [0, Math.floor(positions / 2), positions - 1].forEach(i => {
     if (i < positions) ctx.fillText(i + 1, xOff + i * barW + barW / 2, chartH + 14);
   });
@@ -1792,7 +1844,7 @@ <h2>Keyboard Shortcuts</h2>
     '## Top 10 High-Perplexity Tokens',
     '',
     ...withPerp.sort((a,b)=>b.perplexity-a.perplexity).slice(0,10).map((t,i)=>
-      `${i+1}. \`${t.original}\` — perplexity ${t.perplexity.toFixed(2)}`
+      `${i+1}. \`${t.original}\`: perplexity ${t.perplexity.toFixed(2)}`
     ),
     '',
     '## Surgery Log',