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improve implementation skill description#1

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fernandezbaptiste wants to merge 1 commit intoYuvasee:masterfrom
fernandezbaptiste:improve-implementation-skill
Open

improve implementation skill description#1
fernandezbaptiste wants to merge 1 commit intoYuvasee:masterfrom
fernandezbaptiste:improve-implementation-skill

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@fernandezbaptiste
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@fernandezbaptiste fernandezbaptiste commented Apr 2, 2026

hey @Yuvasee, thanks for building samocode. really like the intentionally minimal Python worker design + the human-gate supervision model for autonomous sessions. kudos for the repo! just starred it.

ran your implementation skill through some evals and noticed a quick win (moving from ~45% to ~82% agent performance):

  • description was vague ("execute implementation tasks with different approaches"). expanded it with concrete actions like "implement features, fix bugs, refactor code" + trigger terms so agents can match it to user requests.

these were easy changes to bring the skill in line with what performs well against Anthropic's best practices. honest disclosure, I work at tessl.io where we build tooling around this. not a pitch, just fixes that were straightforward to make.

you've got 13 skills, if you want to do it yourself, spin up Claude Code and run tessl skill review. alternatively, let me know if you'd like an automatic review in your repo via GitHub Actions. it doesn't require signup, and this means you and your contributors get an instant quality signal before you have to review yourself.

- expand description with concrete actions + trigger terms
- add "use when" clause for agent selection
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