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docs(readme): /eco token compression takes the headline + news item#713

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ericleepi314 merged 1 commit into
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worktree-RTK-token-compression
Jul 14, 2026
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docs(readme): /eco token compression takes the headline + news item#713
ericleepi314 merged 1 commit into
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worktree-RTK-token-compression

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Follow-up to #712, per review: the measured /eco result replaces the DeepSeek Prefix Cache banner as the README headline, and gets a news item.

  • New top banner: "🌿✂️ /eco Token Compression — Same session, 80% fewer Bash-output tokens", with the measured 92,989 → 17,767 (-80%) line, the never-worse guarantee, the DeepSeek-stacking note, and a jump link to the benchmark section (explicit <a id="eco-benchmark"> anchor — the heading slug would be fragile).
  • The DeepSeek economics are preserved verbatim in the 2026-06-18 news item; the banner and the /eco section both point there (the old #-deepseek-prefix-cache anchor is repointed).
  • News item 2026-07-13 (feat(eco): /eco — RTK-style token compression for Bash tool output #708, feat(eval): /eco token-compression benchmark — measured, README showcase #712) added to README.md, docs/NEWS.md, and README_ZH.md; both README lists stay at exactly 10 items (GLM-5.2 rolls off, already archived).
  • Claims are engine-exact (critic-reviewed, 2 rounds → APPROVE): "kept error lines are never rewritten", "every lossy compression tees the full output", and the RTK-model recompute names its -19% next to the -80% headline.

Docs-only; no code changes.

🤖 Generated with Claude Code

Replace the DeepSeek Prefix Cache banner with the measured /eco story
(same session, 80% fewer Bash-output tokens; 92,989 -> 17,767 across 27
real operations), with an explicit #eco-benchmark anchor down to the full
benchmark section. The DeepSeek economics remain in the 2026-06-18 news
item, which the banner and the /eco section now point at.

Add a 2026-07-13 news item (#708 + #712) to README.md, docs/NEWS.md, and
README_ZH.md; both README news lists stay at the 10 most recent (the
GLM-5.2 item rolls off — already archived in docs/NEWS.md).

Wording is engine-exact per critic review: failure summaries keep the
error lines that matter (kept lines never rewritten), every LOSSY
compression tees the full output to disk (safe-loss ceremony strips do
not claim recoverability), and the RTK-model recompute names its -19%.

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
@ericleepi314 ericleepi314 force-pushed the worktree-RTK-token-compression branch from 8a9ecdc to d7766f3 Compare July 14, 2026 02:31
@ericleepi314 ericleepi314 merged commit d4513ab into main Jul 14, 2026
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