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harbor-harness-improvement-loop

97 / 100 · Low risk

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

By fritzprix/libr-agent (GitHub) · coding · 12 stars · scanned at commit 0679557

Analyze Harbor benchmark jobs and ATIF trajectories, identify evidence-backed weaknesses across LibrAgent builtin tools, prompts, agent guidance, execution policy, and benchmark instrumentation, then design controlled improvements and rerun comparisons. Use when analyzing Harbor or Terminal-Bench results, optimizing the harness, investigating tool-call failures or retries, auditing prompt/context efficiency, or running repeated BM → analysis → improvement cycles.

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/'harbor-harness-improvement-loop' ] || [ -L ~/.agents/skills/'harbor-harness-improvement-loop' ]; then echo 'A skill folder named harbor-harness-improvement-loop already exists — not replacing it' >&2; false; else d=$(mktemp -d) && git clone --quiet --filter=blob:none --no-checkout 'https://github.com/fritzprix/libr-agent' "$d" && git -C "$d" checkout --quiet '0679557c88a47a5b14b020b9785e0de95e0a1f94' -- '.agents/skills/harbor-harness-improvement-loop' && mkdir -p ~/.agents/skills && cp -R "$d"/'.agents/skills/harbor-harness-improvement-loop' ~/.agents/skills/'harbor-harness-improvement-loop' && 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/'harbor-harness-improvement-loop' ~/.claude/skills/'harbor-harness-improvement-loop' (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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