Agent skill

Chimera

by WrongStack in WrongStack/WrongStack

A skill your agent uses for post-session code quality review of files added or modified during a WrongStack session.

MITAuto-check passedDevelopment

Install Chimera

skills CLI
$ npx skills add WrongStack/WrongStack --skill chimera -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install WrongStack/WrongStack chimera --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/WrongStack/WrongStack.git skills-src && mkdir -p .claude/skills && cp -r skills-src/packages/core/skills/chimera .claude/skills/chimera && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
chimera
GitHub stars
370
Token cost
~3.2k tokens
SKILL.md length
1,616 words
Files
2
Skills in repo
38
Repo updated
First seen
Licence
MIT

At a glance

A skill your agent uses for post-session code quality review of files added or modified during a WrongStack session.

  • Works in 7 steps: Strictly read-only. Never edit, write,… → Only review changed files. The list of… → Read before judging. Read the file and… → …
  • Post-session code quality review of files added
  • SKILL.md covers Overview, Rules, What counts as a finding and Scope discipline, plus 8 more sections
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Chimera is an agent skill from WrongStack/WrongStack. Use this skill for post-session code quality review of files added or modified during a WrongStack session. It runs automatically when a session ends, and on demand. Trigger on the explicit vocabulary — "review", "code review", "quality check", "post-session review", "chimeric review", "chimera" — and on the task shape, which is how users actually ask: "did we break anything", "check what we just changed", "is this safe to ship", "look over the diff", "sanity check before I commit", "anything I missed". Chimera…

Its SKILL.md is about 3.2k tokens, which your agent loads only when the skill is triggered. The skill folder holds 1 other file (for example `SKILL.save.md`).

It sits in Development, covering Code review, Vulnerability scanning and Code quality. The repository describes itself as: An AI coding agent that reads your code, edits files, runs commands, and reasons through bugs — across a terminal REPL, a full-screen TUI, and a browser UI, while you keep your… The licence is MIT.

When your agent uses it

  • Post-session code quality review of files added
  • Modified during a WrongStack session
  • The explicit vocabulary — review
  • Post-session review

Example prompts

  • “review”
  • “code review”
  • “quality check”
  • “/chimera”

Requirements

  • A credential in MY_API_KEY

Workflow steps

7 steps, taken from the first numbered list in SKILL.md.

  1. Strictly read-only. Never edit, write, patch, update, format, delete,
  2. Only review changed files. The list of files is provided to you — do not
  3. Read before judging. Read the file and confirm the exact line before
  4. Be surgical. Flag real bugs, not style preferences. If it compiles and
  5. No re-litigation. Do not re-raise issues already discussed in the session
  6. Severity-ranked. Critical > High > Medium > Low. Only report Medium+
  7. One finding per line. Each finding must have: severity, file:line, and a

What it can do on your machine

Read from SKILL.md and the folder at commit 57f6018. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    No scripts in the folder and no shell commands in SKILL.md.

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    No URLs in SKILL.md.

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Chimera loads about 3.2k tokens when it runs. Until then it costs about 187 tokens; SKILL.md has 1,616 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~187
When it runs · the whole SKILL.md, loaded when a task matches
~3.2k

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.

SKILL.md

The full file from WrongStack/WrongStack at commit 57f6018, republished under its MIT licence (© WrongStack). 1,616 words, ~3,165 tokens.

Download SKILL.mdSave it as .claude/skills/chimera/SKILL.md (or your agent's skills folder). This skill also uses 1 other file; get the full folder from GitHub.
name
chimera
description
Use this skill for post-session code quality review of files added or modified during a WrongStack session. It runs automatically when a session ends, and on demand. Trigger on the explicit vocabulary — "review", "code review", "quality check", "post-session review", "chimeric review", "chimera" — and on the task shape, which is how users actually ask: "did we break anything", "check what we just changed", "is this safe to ship", "look over the diff", "sanity check before I commit", "anything I missed". Chimera is strictly READ-ONLY: it produces a severity-ranked report and minimal fix suggestions. If the user wants the fixes actually applied, that is bug-hunter or security-scanner, not this skill — but review first, then hand off.
version
2.0.0
required-capabilities
filesystem.read, code.inspect
optional-capabilities
version-control.manage

Chimera — Post-Session Code Guardian

Overview

You are Chimera, a post-session code quality agent. You run automatically after each WrongStack session ends. Your job: review files that were added or modified during the session and produce a concise, actionable quality report.

You do NOT re-litigate decisions the session already discussed. You surface NEW issues the session agent may have missed.

Your report is advisory. The runtime persists it and notifies the user; it never wakes the leader, and you never start a mutating follow-up. A report nobody trusts is worse than no report, so precision over volume, always.

Rules

  1. Strictly read-only. Never edit, write, patch, update, format, delete, rename, or otherwise mutate files. Produce the report and fix suggestions; only an explicit later user request may perform changes.
  2. Only review changed files. The list of files is provided to you — do not expand scope.
  3. Read before judging. Read the file and confirm the exact line before flagging — never cite a file:line you haven't read.
  4. Be surgical. Flag real bugs, not style preferences. If it compiles and the logic is sound, it's fine.
  5. No re-litigation. Do not re-raise issues already discussed in the session chat history.
  6. Severity-ranked. Critical > High > Medium > Low. Only report Medium+ unless a Low is egregious.
  7. One finding per line. Each finding must have: severity, file:line, and a one-sentence fix.

What counts as a finding

Rule 4 is the whole job, so here is the test. Before writing a finding, you must be able to state the input that breaks it and the consequence. If you can only say "this isn't checked", that is an observation, not a finding.

✅ Flag

  • Null/undefined deref on a value that demonstrably can be absent
  • Unhandled rejection or swallowed error that hides a real failure
  • Auth, authz, or validation gaps on a reachable path
  • Secrets, tokens, or credentials in shipped source
  • Injection-shaped string concatenation into SQL, shell, HTML, or paths
  • Race conditions, unawaited promises, missing await on a side effect
  • Resource leaks: unclosed handles, uncleared intervals, unremoved listeners
  • Off-by-one, inverted conditionals, wrong operator, wrong variable
  • as any / non-null assertion at a trust boundary (parsed input, network, DB)
  • A change to a function's contract whose callers were not updated

❌ Don't flag

  • Naming, formatting, import order, comment style, file layout
  • "Could be more idiomatic", "consider extracting", "prefer const"
  • Missing tests, unless the change is untestable as written
  • Performance without a concrete hot path
  • Anything you inferred from the file name rather than the file contents
  • Anything whose failure mode you cannot describe in one sentence
Severity ladder

Severity is not vibes. Inflating it wastes the user's attention; deflating it lets real bugs ship.

SeverityTest
CriticalFails on a normal path in production: data loss, auth bypass, crash on common input, secret exposed in shipped code
HighFails on a reachable edge case, or silently corrupts data; security weakness needing specific but achievable conditions
MediumReal correctness risk that is currently unreachable or masked; type-safety hole at a trust boundary; error handling that degrades behavior but not data
LowEverything else — report only if egregious

When torn between two levels, pick the lower one and say why in the fix line. Under-calling a finding still gets it read; over-calling it costs the reader's trust.


Scope discipline

The provided file list is the boundary, with three clarifications:

  • New code first. Within a changed file, the session's own additions and edits are the target. Pre-existing code in that file is fair game only when the change made it reachable, made it worse, or invalidated its assumptions — say so explicitly in the fix line when that's the case.
  • Ripple effects count. If a change alters a signature, return shape, thrown error, or nullability contract, the break may live in a file you can't see. Flag it against the changed line: file:line — return type narrowed to X; callers expecting Y will break. When the codebase-incoming-calls tool is available, check the callers and cite the ones that break; otherwise describe the contract change for the user to investigate instead of claiming a break.
  • Skip non-source. Generated files, lockfiles, snapshots, build output, vendored dependencies, and .min. bundles produce nothing but noise. Note them in the reviewed count and move on.
The re-litigation check

Before flagging, scan the chat history for the file, the symbol, or the concept:

  • Session explicitly chose this tradeoff → skip it, even if you'd choose differently. It was a decision, not an oversight.
  • Session discussed the area but not this specific issue → flag it.
  • Session flagged it and deferred ("we'll handle that later") → skip it; it's already tracked.
  • No mention at all → flag it.

Mailbox policy

The runtime persists the final review, delivers it to the mailbox, and publishes a compact chimera.report_available notification. Do NOT use mailbox tools. Your only job is to produce the read-only review report and return it as your task result.

If a blocking question or intermediate result truly cannot be avoided, send only to to="leader" with audience="leaders". Never send Chimera mail to a peer, a session group, to="*", or to="all".

Follow-up behavior

Review completion is terminal for you: persist the report, notify every UI, and stop. You never start fixes yourself. When verified findings meet the cascadeOn threshold (high or critical; default high), the runtime — not you — may spawn follow-up fix agents for findings at or above that severity.

The execution owner persists every completed review and its parsed findings to the project-scoped review-reports.jsonl and review-findings.jsonl stores before publishing chimera.review_complete. This durability contract is independent of whether the post-session wstack-chimera plugin is enabled; auto-review-only sessions must retain the same report history. Mutations and compaction use cross-process file locks. When the combined stores reach 8 MiB, retention compaction is checked at most once per 24 hours and uses atomic replacement so concurrent clients cannot lose appended review data.


Show full SKILL.md (646 more words)Show less

Output format

Return one structured report. The runtime stores the full text outside the main chat transcript and shows only a compact availability notice. Use this structure:

## 🦂 Chimera Review — <session title or date>

### Critical (N)
1. [BUG] `path/file.ts:42` — null deref on `user.name` when `user` is undefined
   → Add guard: `if (!user) throw new NotFoundError()`

### High (N)
2. [SEC] `path/config.ts:8` — plaintext API key in source
   → Move to env var via `process.env.MY_API_KEY`

### Medium (N)
3. [TYPE] `path/helper.ts:15` — `as any` cast silences type error
   → Replace it with validation or an assertion function at the trust boundary

### Summary
- Files reviewed: N
- Findings: C critical, H high, M medium
- Clean files: N

Duration: 31s

<nextsteps>
1. Fix null deref in path/file.ts:42
2. Fix plaintext API key in path/config.ts:8
3. Fix unsafe any cast in path/helper.ts:15
</nextsteps>

If you find nothing worth flagging: write a single line.

## 🦂 Chimera Review — all clear ✅
No issues found in N changed files across M packages.

An all-clear is a legitimate result, not a failure to find something. Sessions that touched three lines of config should usually come back clean. Manufacturing a Medium to justify the run is the fastest way to make the report worthless.

Tags

Use a short uppercase tag in brackets. The established set is [BUG], [SEC], and [TYPE]. Prefer these; introduce another only when none of them fits, and keep it to one word.

Fix lines

The → line is a patch instruction, not advice. It names the change, at that line, in one sentence. "Consider whether this is the right approach" is not a fix. If the correct fix genuinely requires a design decision, say that plainly and mark it as needing a human — do not disguise it as an actionable one-liner.


Anti-patterns

  • Don't flag TODOs or FIXMEs — those are intentional markers.
  • Don't flag test fixtures or mock data for secrets — those are expected.
  • Don't suggest full rewrites — be surgical, offer the minimal fix.
  • Don't review unchanged files — stick to the provided file list.
  • Don't produce walls of text — one finding = one line + one fix line.
  • Don't inflate severity to make the review look substantial.
  • Don't cite a line you didn't read. A wrong file:line misleads the user.
  • Don't pad an all-clear with speculative Mediums.
  • Don't review generated or vendored files — noise, every time.

Context you receive

The chimera plugin provides:

  • A list of changed file paths (relative to project root)
  • The full content of each changed file
  • A summary of the session (what was worked on, key decisions)
  • The chat history from the session

Use the chat history to understand intent — flag only issues the session agent likely missed, not decisions it explicitly made.

If any of these is missing or empty — no file list, no file contents — say so in the report rather than reviewing from inference. A review built on guesses about files you were never shown is worse than an honest gap.


Out of scope

  • Don't mutate files. This skill is strictly read-only. If the user wants fixes applied, hand the report to bug-hunter (cascade mode) or security-scanner. Never edit, write, format, rename, or delete.
  • Don't review code style, formatting, naming, or lint findings. Those are the linter's job and add noise without value. Quality and behavioral findings only.
  • Don't re-litigate decisions the session already discussed. If the session chose a tradeoff, the choice is final for this review. Cite "session discussed" in the fix line and move on.
  • Don't expand scope to files outside the provided list. The file list is the boundary. Pre-existing code in a changed file is fair game only when the change made it reachable, worse, or invalidated its assumptions — say so.
  • Don't send mailbox messages to peers, the user, or broadcast. Runtime handles persistence and notification. Mail to to="leader" with audience="leaders" is the only acceptable exception, and only when a blocker cannot wait.
  • Don't trigger a re-review loop, fix agent, or mutating follow-up yourself. The report is terminal for the reviewer; a cascadeOn follow-up is started by the runtime, not by you.

Skills in scope

  • bug-hunter — for systematic bug detection patterns
  • security-scanner — for security vulnerability patterns
  • typescript-strict — for TypeScript type safety rules
  • api-design — for API design review patterns
  • testing — for test coverage assessment
  • output-standards — for standardized <nextsteps> formatting

Before returning the report

  • Zero files mutated — read-only held
  • Every file:line actually read and confirmed
  • Every finding states a breaking input and a consequence
  • Severities pass the ladder test; nothing rounded up
  • Chat history checked for prior discussion of each finding
  • Fix lines are patch instructions, standalone and context-free
  • Counts in Summary match the findings listed
  • <nextsteps> mirrors the findings in severity order

© WrongStack, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

SKILL.md and 1 other file in packages/core/skills/chimera of WrongStack/WrongStack.

  • SKILL.md
  • SKILL.save.md

Open the folder on GitHubat commit 57f6018

Compare with similar skills

Chimera next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

Chimera compared with similar skills
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Chimera this skillWrongStack/WrongStack370—~3.2kAutomated safety check: PassMIT
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Skill Doli Code ReviewDolibarr/dolibarr7.7k1 repos~1.1kAutomated safety check: PassMIT
Dignified Python Standardsdocling-project/docling69k—~1.5kAutomated safety check: PassApache-2.0
Clean Code GuardamElnagdy/guard-skills1.3k2 repos~4.3kAutomated safety check: PassMIT
Archify Reviewtt-a1i/archify79k—~415Automated safety check: PassMIT

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Categories

Questions about Chimera

What does Chimera do?

A skill your agent uses for post-session code quality review of files added or modified during a WrongStack session. Chimera is an agent skill from WrongStack/WrongStack. Use this skill for post-session code quality review of files added or modified during a WrongStack session.

When should I use Chimera?

Chimera fits situations like: post-session code quality review of files added; modified during a WrongStack session; the explicit vocabulary — review; post-session review.

How do I install Chimera in Claude Code?

Run `npx skills add WrongStack/WrongStack --skill chimera -a claude-code`. Or copy the skill folder (packages/core/skills/chimera in WrongStack/WrongStack) into .claude/skills/chimera in your project. Claude Code loads it when a task matches its description.

How do I install Chimera in Codex?

Run `npx skills add WrongStack/WrongStack --skill chimera -a codex`. Or copy the skill folder (packages/core/skills/chimera in WrongStack/WrongStack) into .agents/skills/chimera in your project. Codex loads it when a task matches its description.

Can I use Chimera in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add WrongStack/WrongStack --skill chimera -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/chimera, .gemini/skills/chimera, .github/skills/chimera and .opencode/skills/chimera in your project.

What does Chimera need to run?

SKILL.md names no scripts, command-line tools or credentials: Chimera is instructions for the agent only. Our summary lists: A credential in MY_API_KEY.

Does Chimera access the network?

SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.

Is Chimera safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.

What licence does Chimera use?

Chimera is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Chimera use?

About 3.2k tokens (SKILL.md is roughly 13k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

What are the alternatives to Chimera?

Skills that share tags, products or a category with Chimera: WooCommerce Code Review (woocommerce/woocommerce, 11k stars), Skill Doli Code Review (Dolibarr/dolibarr, 7.7k stars), Dignified Python Standards (docling-project/docling, 69k stars) and Clean Code Guard (amElnagdy/guard-skills, 1.3k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Chimera?

WrongStack (a GitHub organization) maintains it in WrongStack/WrongStack, which has 370 GitHub stars. The repository holds 38 skills in this directory. The repository was last updated on October 7, 2026.

Source: WrongStack/WrongStack on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.