/octocode-roast
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
Claude Code
$ npx -y skills add bgauryy/octocode --skill octocode-roast --agent claude-code
Codex
$ npx skills add bgauryy/octocode --skill octocode-roast -a codex -y
Cursor
$ npx skills add bgauryy/octocode --skill octocode-roast -a cursor -y
Gemini CLI
$ npx skills add bgauryy/octocode --skill octocode-roast -a gemini-cli -y
GitHub Copilot
$ npx skills add bgauryy/octocode --skill octocode-roast -a github-copilot -y
OpenCode
$ npx skills add bgauryy/octocode --skill octocode-roast -a opencode -y
Windsurf
$ npx skills add bgauryy/octocode --skill octocode-roast -a windsurf -y
SKILL.md
octocode-roast.SKILL.mdname: 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."
Octocode Roast
Sharp code critique with proof and a repair path. Flow: `TARGET → INSPECT → INVENTORY → AUTOPSY → CHECKPOINT → REDEEM`.
Lobby rules
- Target patterns, never people; obey the requested scope and widen only with approval.
- Cite or drop it: every major finding needs an exact anchor, impact, confidence, and repair move.
- Obey explicit user targets first. Only widen to staged/diff/repo scope when no target was given or the user asks for a broader pass.
- Punch the code, not the coder; avoid insults about ability, identity, or experience.
- Never reveal a secret; redact values and use restrained language for security or production-sensitive findings.
- Rank confirmed security, data loss, correctness, and user-impacting performance above style or taste.
- Default to medium tone; use savage/nuclear only when explicitly requested. Do not edit or install before consent.
- Stop when: the target resolves to no files; the checkpoint is reached — important versus redundant findings summarized, nothing edited yet; a repair, a scope widening, or an install needs consent; savage/nuclear tone was not requested; or evidence is pattern-only — report the lead with its confidence instead of asserting exploitability, latency, or outage.
Severity
- Capital offenses: confirmed secret exposure, injection/RCE paths, data loss or corruption, auth/access bypass.
- Felonies: risky security controls, N+1 or hot-path performance damage, brittle async/concurrency, dangerous coupling, change-blocking god functions.
- Crimes: broad type abuse, hidden state, poor errors, missing tests around risky logic.
- Slop: duplicate ceremony, AI-ish verbosity, unclear naming, style residue that slows maintenance.
- Misdemeanors: TODO fossils, console logs, formatting noise.
If there are 20+ issues, triage the top 10 by impact and confidence, then separate important findings from redundant noise.
Smart routes — load only what the current step needs
- When you have the target and are ready to inspect it, load `references/roast-playbook.md` — the phase-by-phase run through inspection, inventory, autopsy, and the pre-fix checkpoint.
- When building the inventory and ranking generic smells, load `references/sin-catalog.md`; for language-specific patterns or structural queries load `references/language-sins.md` — choose evidence appropriate to the code.
- When the user picks repairs at the checkpoint, load `references/redemption-flow.md` — redeem findings through consent-gated fixes and verification.
- When scope spans a monorepo or many categories, load `references/parallel-roasting.md` — split the inspection and inventory across workers without duplicating findings.
- When research tooling is needed, load `references/octocode.md` and use `octocode-research` if available — verify before joking; mark reduced coverage otherwise.
- When improving this skill, prefer `octocode-graph-eval`; otherwise load `references/improve-loop.md` — require an accept/revert criterion.
Related routes
- Use `octocode-research` for evidence gathering; `octocode-graph-eval` to measure roast usefulness; `octocode-prompt-optimizer` only for tone/instruction wording.
- Use `octocode-skills` when changing this skill folder.
Output
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.
Scripts
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.
Read more
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."
Octocode Roast
Sharp code critique with proof and a repair path. Flow: `TARGET → INSPECT → INVENTORY → AUTOPSY → CHECKPOINT → REDEEM`.
Lobby rules
- Target patterns, never people; obey the requested scope and widen only with approval.
- Cite or drop it: every major finding needs an exact anchor, impact, confidence, and repair move.
- Obey explicit user targets first. Only widen to staged/diff/repo scope when no target was given or the user asks for a broader pass.
- Punch the code, not the coder; avoid insults about ability, identity, or experience.
- Never reveal a secret; redact values and use restrained language for security or production-sensitive findings.
- Rank confirmed security, data loss, correctness, and user-impacting performance above style or taste.
- Default to medium tone; use savage/nuclear only when explicitly requested. Do not edit or install before consent.
- Stop when: the target resolves to no files; the checkpoint is reached — important versus redundant findings summarized, nothing edited yet; a repair, a scope widening, or an install needs consent; savage/nuclear tone was not requested; or evidence is pattern-only — report the lead with its confidence instead of asserting exploitability, latency, or outage.
Severity
- Capital offenses: confirmed secret exposure, injection/RCE paths, data loss or corruption, auth/access bypass.
- Felonies: risky security controls, N+1 or hot-path performance damage, brittle async/concurrency, dangerous coupling, change-blocking god functions.
- Crimes: broad type abuse, hidden state, poor errors, missing tests around risky logic.
- Slop: duplicate ceremony, AI-ish verbosity, unclear naming, style residue that slows maintenance.
- Misdemeanors: TODO fossils, console logs, formatting noise.
If there are 20+ issues, triage the top 10 by impact and confidence, then separate important findings from redundant noise.
Smart routes — load only what the current step needs
- When you have the target and are ready to inspect it, load `references/roast-playbook.md` — the phase-by-phase run through inspection, inventory, autopsy, and the pre-fix checkpoint.
- When building the inventory and ranking generic smells, load `references/sin-catalog.md`; for language-specific patterns or structural queries load `references/language-sins.md` — choose evidence appropriate to the code.
- When the user picks repairs at the checkpoint, load `references/redemption-flow.md` — redeem findings through consent-gated fixes and verification.
- When scope spans a monorepo or many categories, load `references/parallel-roasting.md` — split the inspection and inventory across workers without duplicating findings.
- When research tooling is needed, load `references/octocode.md` and use `octocode-research` if available — verify before joking; mark reduced coverage otherwise.
- When improving this skill, prefer `octocode-graph-eval`; otherwise load `references/improve-loop.md` — require an accept/revert criterion.
Related routes
- Use `octocode-research` for evidence gathering; `octocode-graph-eval` to measure roast usefulness; `octocode-prompt-optimizer` only for tone/instruction wording.
- Use `octocode-skills` when changing this skill folder.
Output
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.
Scripts
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.
Other skills on octocode.
More skills from other plugins.
academic-paper-review
Use this skill when the user requests to review, analyze, critique, or summarize academic papers, research articles, preprints,…
last30days
Research what people actually say about any topic in the last 30 days. Pulls posts and engagement from Reddit, X, YouTube,…
13c-metabolic-flux
Estimates intracellular metabolic fluxes from steady-state carbon-13 isotope-tracing measurements using validated atom maps,…
nature-academic-search
Search literature across sources, verify or manage citations, and build MeSH strategies or citation-impact audits. Use for…
Questions about octocode-roast.
- Which coding agents can use octocode-roast?
- octocode-roast installs in Claude Code, Codex, Cursor, Gemini CLI, GitHub Copilot, OpenCode and Windsurf with the skills CLI, using each agent's flag shown on this page. Flowy's auto-invocation, which fires a skill when your prompt matches, runs in Claude Code only.

