LB623/no-negative-echo

让 Codex 根据最终结果生成标题、注释、commit 和 PR，减少被否决方案在交付中的残留。

AI agentsPython#agent-skills#chinese#codex#codex-skill#prompt-engineering

0.8 Steady Magnitude out of 10. Star growth looks organic. Data as of September 18, 2026.

About the project

An Agent Skills-format skill that makes AI agents regenerate final titles, comments, commits and PRs from the accepted end state, keeping rejected options from the conversation out of deliverables.

Useful for

Generate a commit subject and PR body from the final diff without mentioning rejected approaches
Rewrite an article's title and opening from the final kept text
Check final texts and filenames for conversation leftovers via scripts/check_surface.py

README summarized by DeepSeek V4.1 Flash. Details may be inaccurate.

Why it’s trending

3 stars so far today, about 4 expected by the end of the day.
The repository is 28 days old and already has 866 stars.

Stars per day

Bars are daily stars, the line is the usual pace. Red marks spike days.

Numbers

Total stars: 866
Stars in a day: 4
Forks: 20
Issues and pull requests: 7
Watchers: 2
Language: Python
License: MIT
Created: August 21, 2026
Last push: August 31, 2026

Star trust

Growth looks organic: forks and discussion are in line with active projects, and stars arrive unevenly, the way people give them.

These are heuristics, not a verdict: we judge by the repository’s behavior, not by a list of stargazers.

Spotted in

September 18, 2026Top new repositories this month: #94
September 17, 2026Top new repositories this month: #96

README badge

Paste it into your README — the badge shows the current magnitude and links to this page.

[![Seismograph](https://gitnova.dev/badge/LB623/no-negative-echo.svg?lang=en)](https://gitnova.dev/en/r/LB623/no-negative-echo)

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