Audit public GitHub repositories with HarnessVerdict before autonomous coding. Use when checking AGENTS.md, CLAUDE.md, GEMINI.md, Copilot or Cursor instructions, validating SKILL.md files, investigating ignored or stale guidance, or deciding whether a repository is structurally ready for coding agents.
EnglishCompare complete MCP 2025-11-25 tools/list snapshots before accepting a server upgrade or changed tool catalog. Use after notifications/tools/listchanged, at agent startup when a catalog hash differs from the pinned baseline, or before installing, enabling, or repinning a catalog-serving endpoint.
EnglishClassify a completed public GitHub Actions failure with FlakeVerdict before spending a retry. Use when deciding whether a failed workflow run is a confirmed flake, likely flake, recurring failure signature, new failure, inconclusive failure, or not currently failed by comparing attempts, same-commit outcomes, and bounded prior workflow history.
EnglishDiagnose a public GitHub Actions workflow run with RunVerdict before changing code or rerunning CI. Use when a GitHub Actions run, job, matrix shard, test suite, build, lint, dependency install, timeout, runner, authentication, or infrastructure step failed and the agent needs evidence-linked root causes, retryability, or the earliest job to repair.
EnglishAudit public agent SKILL.md bundles with SkillVerdict before installation or execution. Use when evaluating a third-party Codex, Claude Code, Gemini, OpenClaw, or cross-agent skill; checking scripts, credential access, prompt injection, persistence, destructive commands, remote execution, symlinks, submodules, secrets, or undeclared capabilities; or deciding whether a skill should be installed, manually reviewed, or blocked.
EnglishEvaluate public GitHub bounty issues with BountyVerdict before an autonomous coding agent spends compute or repository reputation. Use when deciding whether to pursue one bounty, comparing 2-10 bounty candidates, checking for competing work or withdrawn rewards, or verifying repository AI-contribution rules before implementation.
EnglishRoute GitHub engineering and MCP catalog questions to the correct BountyVerdict x402 decision API. Use for bounty selection, coding-agent instruction or skill audits, workflow diagnosis, flake retry gates, and tools/list compatibility or security checks before accepting a server change.
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AGENT SKILLS ATLASIncludes Audit Agent Harness, Check MCP Tool Drift, Classify GitHub Flakes, and other workflows.
Claude Code
Codex
Cursor
GitHub Copilot
Gemini CLISupported by the Atlas install prompt. Skill-specific requirements vary.
Pack stats
What’s included
Audit Agent Harness
Audit public GitHub repositories with HarnessVerdict before autonomous coding. Use when checking AGENTS.md, CLAUDE.md, GEMINI.md, Copilot or Cursor instructions, validating SKILL.md files, investigating ignored or stale guidance, or deciding whether a repository is structurally ready for coding agents.
Check MCP Tool Drift
Compare complete MCP 2025-11-25 tools/list snapshots before accepting a server upgrade or changed tool catalog. Use after notifications/tools/listchanged, at agent startup when a catalog hash differs from the pinned baseline, or before installing, enabling, or repinning a catalog-serving endpoint.
Classify GitHub Flakes
Classify a completed public GitHub Actions failure with FlakeVerdict before spending a retry. Use when deciding whether a failed workflow run is a confirmed flake, likely flake, recurring failure signature, new failure, inconclusive failure, or not currently failed by comparing attempts, same-commit outcomes, and bounded prior workflow history.
Diagnose GitHub Actions
Diagnose a public GitHub Actions workflow run with RunVerdict before changing code or rerunning CI. Use when a GitHub Actions run, job, matrix shard, test suite, build, lint, dependency install, timeout, runner, authentication, or infrastructure step failed and the agent needs evidence-linked root causes, retryability, or the earliest job to repair.
Preflight Agent Skills
Audit public agent SKILL.md bundles with SkillVerdict before installation or execution. Use when evaluating a third-party Codex, Claude Code, Gemini, OpenClaw, or cross-agent skill; checking scripts, credential access, prompt injection, persistence, destructive commands, remote execution, symlinks, submodules, secrets, or undeclared capabilities; or deciding whether a skill should be installed, manually reviewed, or blocked.
Preflight GitHub Bounties
Evaluate public GitHub bounty issues with BountyVerdict before an autonomous coding agent spends compute or repository reputation. Use when deciding whether to pursue one bounty, comparing 2-10 bounty candidates, checking for competing work or withdrawn rewards, or verifying repository AI-contribution rules before implementation.
Route GitHub Agent Checks
Route GitHub engineering and MCP catalog questions to the correct BountyVerdict x402 decision API. Use for bounty selection, coding-agent instruction or skill audits, workflow diagnosis, flake retry gates, and tools/list compatibility or security checks before accepting a server change.
Quick start
- Choose your skills. Select individual skills above, or choose the entire pack.
- Copy the install prompt. Use Copy install prompt above the list.
- Send it to your agent. Paste into your coding agent’s chat. Your agent reviews the source and guides the setup.
Try it with your agent
After installation, start with a request like:
Use the Audit Agent Harness skill to help with my task.
Ask me for the context you need before getting started.Requirements & license
- A coding agent that can access your project files and install skills.
- Your agent checks each skill’s instructions, dependencies, and permissions during setup.
- Reported license for the skills shown: MIT. The author’s terms apply.