Agent Skills lifecycle toolkit

Turn coding-agent history into reusable skills.

Skill Optimizer helps you mine repeated workflows, personalize skills to local habits, and generalize private skills for public release.

01Minefind repeatable workflows
02Personalizefit skills to local usage
03Generalizepublish safely and portably

Why this exists

Skills should evolve from real work, not guesswork.

Evidence first

Scan active sessions, archives, rollout summaries, memories, Gemini/Antigravity task files, and exported transcripts before creating a new skill.

Local fit

Audit trigger fit, undertriggering, noisy activation, workflow completion, static quality, conflicts, environment assumptions, and token economics.

Public ready

Remove private paths, credentials, internal hosts, transcript quotes, one-off project facts, and platform-specific claims before release.

Three installable skills

Mine, personalize, generalize.

skill-miner

Mine skill-worthy workflows

Find repeated work in coding-agent history and produce evidence-backed candidates instead of brainstorming skills from scratch.

skills/skill-miner/SKILL.md
skill-personalizer

Audit and tune existing skills

Keep the original optimizer spirit: trigger fit, undertriggering, overtriggering, user reaction, workflow completion, static quality, conflicts, and P0/P1/P2 fixes.

skills/skill-personalizer/SKILL.md
skill-generalizer

Prepare skills for public release

Turn a personal skill into a portable package for GitHub, marketplaces, teams, or cross-agent sharing.

skills/skill-generalizer/SKILL.md

Install

Use the portable Agent Skills path.

Install all three skills into ~/.agents/skills, or copy them into the native directory for Codex, Claude Code, Cursor, OpenCode, Gemini CLI, or another Agent Skills-compatible agent.

git clone https://github.com/hqhq1025/skill-optimizer.git /tmp/skill-optimizer
mkdir -p ~/.agents/skills
cp -r /tmp/skill-optimizer/skills/skill-miner ~/.agents/skills/
cp -r /tmp/skill-optimizer/skills/skill-personalizer ~/.agents/skills/
cp -r /tmp/skill-optimizer/skills/skill-generalizer ~/.agents/skills/
rm -rf /tmp/skill-optimizer

Agent support

Portable format, honest platform boundaries.

Codex~/.codex/skills or .agents/skills
Claude Code~/.claude/skills or .claude/skills
Cursor.agents/skills or .cursor/skills
OpenCode.agents/skills, .opencode/skills, or ~/.config/opencode/skills
Gemini CLIAgent Skills-compatible installs plus GEMINI.md for always-on context

For LLMs and crawlers

Machine-readable project facts are first-class.

The repo includes concise and full LLM context, structured metadata, a citation file, and a sitemap so AI systems can retrieve the real project facts without guessing.