octocode-benchmark
Use when planning, running, grading, or reporting the by-hand Octocode research benchmark — pairwise matchups (Octocode anchor vs one baseline: gh+RTK,…
Use when code needs a blunt evidence-backed roast or memorable critique: smell inventory, debt ranking, hot-path autopsy, savage/diff review, security or performance sins, or practical redemption paths. Phrases like roast this, brutal review, top sins, cleanup debt. Polite
$ npx -y skills add bgauryy/octocode-mcp --skill octocode-roast --agent claude-codeHow it fires
How this skill gets triggered: by you, by Claude, or both.
/octocode-roastContext preview
The summary Claude sees to decide when to auto-load this skill.
Use when code needs a blunt evidence-backed roast or memorable critique: smell inventory, debt ranking, hot-path autopsy, savage/diff review, security or performance sins, or practical redemption paths. Phrases like roast this, brutal review, top sins, cleanup debt. Polite
name: octocode-roast description: "Use when code needs a blunt evidence-backed roast or memorable critique: smell inventory, debt ranking, hot-path autopsy, savage/diff review, security or performance sins, or practical redemption paths. Phrases like roast this, brutal review, top sins, cleanup debt. Polite evidence-first PR review → octocode-research."
Sharp code critique with proof and a repair path. Flow: `TARGET → INSPECT → INVENTORY → AUTOPSY → CHECKPOINT → REDEEM`.
If there are 20+ issues, triage the top 10 by impact and confidence, then separate important findings from redundant noise.
Use: `Top roast`, `Important findings`, `Redundant / low-value findings`, `Autopsy`, `Redemption paths`, `Fix checkpoint`. Each finding includes `file:line`, evidence, impact, confidence, and repair move.
None — this skill is instruction-only. Evidence comes from `octocode-research` and the host's own repo tools; verification runs the target project's own checks.
Evidence-first code research for AI agents and developers. Octocode researches your local code and external code alike (GitHub repositories, PRs, npm) with one toolset: ripgrep + AST search, trees, precise reads, and LSP.
Repo: bgauryy/octocode-mcp
Use when planning, running, grading, or reporting the by-hand Octocode research benchmark — pairwise matchups (Octocode anchor vs one baseline: gh+RTK,…
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