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hns-lsel-curator

95 / 100 · Low risk

Fine to try. Some of what it can do is expected: a coding skill usually runs build and test commands.

By modu-ai/moai-adk (GitHub) · coding · 1,255 stars · scanned at commit 4fa2aa9

Local Self-Evolution Loop (LSEL) curator — the CLUSTER + drain engine for the GOOS-local PROPOSE→APPLY seam closure (SPEC-LSEL-LOCAL-EVOLUTION-001). Companion-offset drain of .moai/lessons-inbox.jsonl with a drain-side severity filter that drops the ~65% Bash-timeout/sandbox noise, event_key clustering with a frequency gate, and a Generative-Agents-style 1-10 importance score. Candidates stage at .moai/state/lsel/clusters.json. M1 = drain only (NO PROPOSE, NO APPLY, NO memory/ writes).

Works with any agent that supports SKILL.md skills.

What this skill can do

Install

Paste this into your terminal. It downloads exactly the version we scanned, not whatever is newest.

if [ -e ~/.agents/skills/'hns-lsel-curator' ] || [ -L ~/.agents/skills/'hns-lsel-curator' ]; then echo 'A skill folder named hns-lsel-curator already exists — not replacing it' >&2; false; else d=$(mktemp -d) && git clone --quiet --filter=blob:none --no-checkout 'https://github.com/modu-ai/moai-adk' "$d" && git -C "$d" checkout --quiet '4fa2aa9db2e0add0f1299e35407141b2b41c5ec0' -- '.claude/skills/hns-lsel-curator' && mkdir -p ~/.agents/skills && cp -R "$d"/'.claude/skills/hns-lsel-curator' ~/.agents/skills/'hns-lsel-curator' && rm -rf "$d"; fi

Codex reads ~/.agents/skills directly. For Claude Code, Cursor, Copilot, Gemini CLI, Antigravity or OpenCode, also link it. For Claude Code: ln -s ~/.agents/skills/'hns-lsel-curator' ~/.claude/skills/'hns-lsel-curator' (other agents: ~/.cursor/skills, ~/.copilot/skills, ~/.gemini/skills, ~/.gemini/config/skills, ~/.config/opencode/skills). Or install through the finder skill, which does both.

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