# LB623/no-negative-echo

> 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.

- Magnitude: 0.4 out of 10 — Steady
- Stars: 881 total · +1 star on 2026-09-28 (UTC), ≈ 2 by evening
- Star trust: star growth looks organic
- Category: AI agents · Language: Python · License: MIT · Created: 2026-08-21 · Last push: 2026-08-31
- GitHub: https://github.com/LB623/no-negative-echo · Page: https://gitnova.dev/en/r/LB623/no-negative-echo

## 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

## Why it’s here

- 1 star so far today, about 2 expected by the end of the day.
- The repository is 38 days old and already has 881 stars.

## Star trust

Star growth looks organic.

Star-trust labels are heuristics based on the repository’s behavior, not a check of every stargazer.

## Numbers

- Forks: 20
- Issues and pull requests: 7
- Watchers: 2
- Average over the last week: 2 per day
- Usual pace: 11 per day

## Stars per day, last 30 days (oldest → newest, today is partial)

2026-10-04 … 2026-11-02: None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None

## Magnitude by day, last 12 days

09-17 1.2, 09-18 0.9, 09-19 0.7, 09-20 0.6, 09-21 0.8, 09-22 0.8, 09-23 0.7, 09-24 0.6, 09-25 0.3, 09-26 0.6, 09-27 0.5, 09-28 0.5

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Magnitude (0–10) measures how fast and how unusually interest in a repository is growing right now. It is not a quality score.
Days are UTC. “So far today” is a fact; “expected by the end of the day” is a forecast.
Summaries and use cases are written by an LLM (DeepSeek V4.1 Flash) from the README and may be inaccurate: verify specific claims (benchmarks, speed, hardware) in the repository itself.
Data as of 2026-09-28 15:01 UTC, updated every 30 minutes.