octocode-roast

octocode-roast is a skill for Claude Code, Codex from bgauryy/octocode. It costs 71 tokens per session (852 once invoked), scanned A, original, MIT.

A structured code-critique method that identifies concrete problems and suggests repairs. It focuses on code smells, technical debt, security, performance, and other requested issues.

In plain words
What is it for?
Use it for blunt reviews of a file, change, or code path, including security and performance checks, debt ranking, and practical repair suggestions.
Why use it?
It helps reveal important defects and cleanup work with evidence instead of vague opinions. The process also ranks findings so the most serious problems are addressed first.

Skill for Claude CodeCodex

Written for no agent in particular: nothing here depends on one.

Good fit Use it for blunt reviews of a file, change, or code path, including security and performance checks, debt ranking, and practical repair suggestions.

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Install with agentmods
npx agentmods add skills/bgauryy/octocode/octocode-roast
Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent
npx skills add bgauryy/octocode --skill octocode-roast
Clone the repo
git clone --depth 1 https://github.com/bgauryy/octocode

Made for: Claude Code, Codex.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for octocode-roast

README.md
[![agentmods](https://agentmods.dev/badge/skills/bgauryy/octocode/octocode-roast/github.svg)](https://agentmods.dev/skills/bgauryy/octocode/octocode-roast)
Your own site
<a href="https://agentmods.dev/skills/bgauryy/octocode/octocode-roast"><img src="https://agentmods.dev/badge/skills/bgauryy/octocode/octocode-roast/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for octocode-roast

Your own site · 80×15
<a href="https://agentmods.dev/skills/bgauryy/octocode/octocode-roast"><img src="https://agentmods.dev/badge/skills/bgauryy/octocode/octocode-roast.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 71 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 852 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe. Third-party audits
  • NVIDIA SkillSpector pass 7 Sept 2026
How audits are shown
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00071 $0.00852
Opus 5 $0.00036 $0.00426
Sonnet 5 $0.00014 $0.00170
Haiku 4.5 $0.00007 $0.00085

Measured 12d ago against content hash 3b854ae9a3ce, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-11, from the pricing page.

Security

Grade A, and why

octocode-roast scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 12d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

skills/octocode-roast/SKILL.md · 46 lines

How it starts

The opening of the file, as written. The whole thing — 46 lines — stays where its author put it; the contents beside it link to each section on GitHub.

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.

Read the full file on GitHub · 46 lines

Files

What ships with it

8 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 12d ago First seen · 46 lines · 71 tokens per session scan A 3b854ae9a3ce

Subscribe to this mod's changes

octocode-roast is a skill published in the GitHub repository bgauryy/octocode (932 stars, last pushed today), licensed MIT. It adds 71 tokens to every session and 852 once invoked, about $0.0004 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.

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