skill-creator

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Autonomously create, test, and optimize skills by detecting reusable patterns in your own work. Use when you notice repeated tool sequences, recurring code patterns across attempts, or insights that should be captured as a packaged skill. Also use to benchmark and iterate on existing skills.

AI & Automation 910 stars 120 forks Updated today Apache-2.0

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Quality Score: 93/100

Stars 20%
99
Recency 20%
100
Frontmatter 20%
70
Documentation 15%
100
Issue Health 10%
50
License 10%
100
Description 5%
100

Skill Content

# Skill Creator (Autonomous) Create skills by analyzing your own work patterns — you are both creator and evaluator. No human input required at any step. **Core loop:** analyze context → draft SKILL.md → generate test cases → run + grade → iterate → optimize description → package --- ## 1. Context Analysis Before drafting, identify what skill to build and confirm it doesn't already exist. ### Pattern Detection Scan these sources for repeated, reusable patterns: - **Git diffs**: `git log --stat -10` and `git diff HEAD~5` — look for repeated file types, similar transformations, recurring helper scripts written independently across commits - **Attempt history**: Read `.coral/attempts/` JSON files — which approaches recur? What tool sequences appear in multiple successful attempts? - **Tool usage**: Review your own transcript — sequences of 3+ tool calls that repeat across tasks are skill candidates - **Cross-episode notes**: Run `coral notes --read all` — patterns under "Patterns That Work" not yet captured as skills are prime candidates - **Sibling techniques**: Check `.coral/graph_state/state.yaml` `siblings:` — if multiple agents converged on the same technique independently, it deserves a skill ### Deduplication Check Before creating a new skill, check existing skills: ``` coral skills ``` Read each relevant `SKILL.md` frontmatter. If an existing skill has 70%+ overlap with your candidate, **update that skill** instead of creating a new one. ### Output Produce ...

Details

Author
Human-Agent-Society
Repository
Human-Agent-Society/CORAL
Created
5 months ago
Last Updated
today
Language
Python
License
Apache-2.0

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