Codexqa Rootcause Analyzer
openqa-cn/codexqa
Diagnoses exception root causes from stack traces, logs, call-chain dumps, and debug output using the CodexQA CLI for structured repo analysis.
Run an adversarial, multi-perspective code review with root-cause analysis and security focus — a user-invoked Adversarial Reviewer workflow.
Install Swarm Review
$ npx skills add dralgorhythm/claude-agentic-framework --skill swarm-review -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install dralgorhythm/claude-agentic-framework swarm-review --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/dralgorhythm/claude-agentic-framework.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.claude/skills/swarm-review .claude/skills/swarm-review && rm -rf skills-srcUse ~/.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/
Install the "swarm-review" agent skill from https://github.com/dralgorhythm/claude-agentic-framework/tree/main/.claude/skills/swarm-review into .claude/skills/swarm-review/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "swarm-review", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/dralgorhythm/claude-agentic-framework/tree/main/.claude/skills/swarm-reviewType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add dralgorhythm/claude-agentic-framework --skill swarm-review -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install dralgorhythm/claude-agentic-framework swarm-review --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/dralgorhythm/claude-agentic-framework.git skills-src && mkdir -p .agents/skills && cp -r skills-src/.claude/skills/swarm-review .agents/skills/swarm-review && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "swarm-review" agent skill from https://github.com/dralgorhythm/claude-agentic-framework/tree/main/.claude/skills/swarm-review into .agents/skills/swarm-review/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "swarm-review", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add dralgorhythm/claude-agentic-framework --skill swarm-review -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install dralgorhythm/claude-agentic-framework swarm-review --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/dralgorhythm/claude-agentic-framework.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/.claude/skills/swarm-review .cursor/skills/swarm-review && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "swarm-review" agent skill from https://github.com/dralgorhythm/claude-agentic-framework/tree/main/.claude/skills/swarm-review into .cursor/skills/swarm-review/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "swarm-review", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/dralgorhythm/claude-agentic-framework.git --path .claude/skills/swarm-review--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add dralgorhythm/claude-agentic-framework --skill swarm-review -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install dralgorhythm/claude-agentic-framework swarm-review --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/dralgorhythm/claude-agentic-framework.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/.claude/skills/swarm-review .gemini/skills/swarm-review && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "swarm-review" agent skill from https://github.com/dralgorhythm/claude-agentic-framework/tree/main/.claude/skills/swarm-review into .gemini/skills/swarm-review/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "swarm-review", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install dralgorhythm/claude-agentic-framework swarm-reviewInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add dralgorhythm/claude-agentic-framework --skill swarm-review -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/dralgorhythm/claude-agentic-framework.git skills-src && mkdir -p .github/skills && cp -r skills-src/.claude/skills/swarm-review .github/skills/swarm-review && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "swarm-review" agent skill from https://github.com/dralgorhythm/claude-agentic-framework/tree/main/.claude/skills/swarm-review into .github/skills/swarm-review/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "swarm-review", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add dralgorhythm/claude-agentic-framework --skill swarm-review -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install dralgorhythm/claude-agentic-framework swarm-review --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/dralgorhythm/claude-agentic-framework.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/.claude/skills/swarm-review .opencode/skills/swarm-review && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "swarm-review" agent skill from https://github.com/dralgorhythm/claude-agentic-framework/tree/main/.claude/skills/swarm-review into .opencode/skills/swarm-review/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "swarm-review", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
Facts
- Skill name
swarm-review- GitHub stars
- 125
- Token cost
- ~1.1k tokens
- SKILL.md length
- 450 words
- Files
- 1
- Skills in repo
- 20
- Repo updated
- First seen
- Licence
- None found
At a glance
Run an adversarial, multi-perspective code review with root-cause analysis and security focus — a user-invoked Adversarial Reviewer workflow.
- Works in 5 steps: Gather — Get diff and commit history for… → Analyze — Launch parallel review workers… → Interrogate — Apply adversarial… → …
- Tasks that involve Root cause analysis
- SKILL.md covers MCP Tools, CLI Tools, Review Workflow and Parallel Review Perspectives, plus 7 more sections
- Calls gh
What it does
Swarm Review is an agent skill from dralgorhythm/claude-agentic-framework. Run an adversarial, multi-perspective code review with root-cause analysis and security focus — a user-invoked Adversarial Reviewer workflow.
Its SKILL.md is about 1.1k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
It sits in Development, covering Root cause analysis and Code review. The repository describes itself as: A More Effective Agent Harness for Claude.
When your agent uses it
- Tasks that involve Root cause analysis
- Tasks that involve Code review
Example prompts
- “/swarm-review”
Workflow steps
5 steps, taken from the first numbered list in SKILL.md.
- Gather — Get diff and commit history for the branch
- Analyze — Launch parallel review workers for each perspective
- Interrogate — Apply adversarial questioning
- Root Cause — Investigate systemic issues with Five Whys
- Verdict — Approve or request changes with clear feedback
What it can do on your machine
Read from SKILL.md and the folder at commit 6436a20. 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
Shell commands in SKILL.md call:
gh
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md. Its commands use gh, which can reach the network depending on how they are called.
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
Swarm Review loads about 1.1k tokens when it runs. Until then it costs about 39 tokens; SKILL.md has 450 words of instructions outside code blocks.
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
Without a licence we can't republish the file, so here is its outline and opening line. It has 450 words (~1,116 tokens).
“Multi-perspective code review with root cause analysis and security focus.”
- name
- swarm-review
- argument-hint
- [branch-name-or-pr-number]
- disable-model-invocation
- true
Files
Just SKILL.md in .claude/skills/swarm-review of dralgorhythm/claude-agentic-framework.
Open the folder on GitHubat commit 6436a20
Compare with similar skills
Swarm Review 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.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Swarm Review this skilldralgorhythm/claude-agentic-framework | 125 | — | ~1.1k | Automated safety check: Pass | None | |
| Codexqa Rootcause Analyzeropenqa-cn/codexqa | 152 | — | ~2.6k | Automated safety check: Pass | Apache-2.0 | |
| Cwe Code ReviewSpecterOps/skills | 706 | — | ~2.4k | Automated safety check: Pass | Apache-2.0 | |
| Targeted Emergency Bug FixVeryGoodOpenSource/vgv-wingspan | 109 | — | ~1.9k | Automated safety check: Pass | MIT | |
| Investigatetestdouble/han | 281 | — | ~3k | Automated safety check: Pass | MIT | |
| Methodstelagod/code-abyss | 244 | — | ~502 | Automated safety check: Pass | MIT |
Similar skills
Cwe Code Review
SpecterOps/skills
Perform CWE-grounded security code reviews and precise weakness mapping using a locally derived MITRE CWE corpus, relationship graphs, mapping notes, detection methods, mitigations, and schema…
Targeted Emergency Bug Fix
VeryGoodOpenSource/vgv-wingspan
Applies a minimal fix to an emergency bug through triage, root-cause location, a hotfix branch and a blast-radius check, with tests and review still required.
Investigate
testdouble/han
Evidence-based investigation of issues, bugs, API calls, integrations, and other aspects of software development that need a deep dive to find the root cause and solutions.
Methods
telagod/code-abyss
How to think through work, distilled from a stronger model's demonstrated moves - invoke when STARTING to investigate a confusing behavior or debug a root cause; design or evaluate an…
Code Overview
testdouble/han
Produces a human-readable, progressive-disclosure overview of unfamiliar code or a pull request's changes — why it exists (the real problem it solves or goal it serves for the business or a user)…
More from dralgorhythm/claude-agentic-framework
All 20 skills in this repoSwarm Coordination
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Rules for several agents sharing one repository: an orchestrator tracks work in two tiers, workers write to scratch files, and every handoff leaves a pointer to an artifact.
Threat Modeling
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Finds security threats in a design with a STRIDE pass per component, rates severity and records fixes, with extra checks for AI agent and tool risks.
Architecture Decision Record Writer
dralgorhythm/claude-agentic-framework
Writes Architecture Decision Records with title, status, context, decision, rationale and consequences for significant technical choices, kept short and numbered.
Codebase Health Auditor
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Runs a user-invoked, swarm-style audit of a whole codebase for SOLID and DRY violations, code smells, complexity, dead code and pattern consistency, with a prioritized report.
Dependency Upgrade Protocol
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Sequences safe dependency upgrades: read the changelog, verify the version exists upstream, pin it, and keep major bumps in separate commits behind a full gate run.
Designing Systems
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Produces this framework's ADR and system-design artifacts from bundled templates with trade-off analysis.
Related
Categories
Questions about Swarm Review
What does Swarm Review do?
Run an adversarial, multi-perspective code review with root-cause analysis and security focus — a user-invoked Adversarial Reviewer workflow. Swarm Review is an agent skill from dralgorhythm/claude-agentic-framework. Run an adversarial, multi-perspective code review with root-cause analysis and security focus — a user-invoked Adversarial Reviewer workflow.
When should I use Swarm Review?
Swarm Review fits situations like: tasks that involve Root cause analysis; tasks that involve Code review.
How do I install Swarm Review in Claude Code?
Run `npx skills add dralgorhythm/claude-agentic-framework --skill swarm-review -a claude-code`. Or copy the skill folder (.claude/skills/swarm-review in dralgorhythm/claude-agentic-framework) into .claude/skills/swarm-review in your project. Claude Code loads it when a task matches its description.
How do I install Swarm Review in Codex?
Run `npx skills add dralgorhythm/claude-agentic-framework --skill swarm-review -a codex`. Or copy the skill folder (.claude/skills/swarm-review in dralgorhythm/claude-agentic-framework) into .agents/skills/swarm-review in your project. Codex loads it when a task matches its description.
Can I use Swarm Review 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 dralgorhythm/claude-agentic-framework --skill swarm-review -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/swarm-review, .gemini/skills/swarm-review, .github/skills/swarm-review and .opencode/skills/swarm-review in your project.
What does Swarm Review need to run?
Going by SKILL.md and its folder, Swarm Review needs the command-line tools its instructions call (gh).
Does Swarm Review access the network?
SKILL.md contains no URLs. Its commands use gh, which can reach the network depending on how they are called. This is read from the text; nothing was executed.
Is Swarm Review 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 Swarm Review use?
No licence was found for Swarm Review or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
How many tokens does Swarm Review use?
About 1.1k tokens (SKILL.md is roughly 4.5k 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 Swarm Review?
Skills that share tags, products or a category with Swarm Review: Codexqa Rootcause Analyzer (openqa-cn/codexqa, 152 stars), Cwe Code Review (SpecterOps/skills, 706 stars), Targeted Emergency Bug Fix (VeryGoodOpenSource/vgv-wingspan, 109 stars) and Investigate (testdouble/han, 281 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Swarm Review?
dralgorhythm (a GitHub user) maintains it in dralgorhythm/claude-agentic-framework, which has 125 GitHub stars. The repository holds 20 skills in this directory. The repository was last updated on July 24, 2026.
Source: dralgorhythm/claude-agentic-framework on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.