Post-Patch Validation
trailofbits/skills
Tests a security patch against the original bug, its variants and normal behavior, with reproducible baseline-versus-patched evidence before you merge or call it fixed.
Audit a recovered repro patch, assertions, and behavioral baseline before authoring or reviewing.
$ npx skills add omnigent-ai/omnigent --skill resolve-repro-audit -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install omnigent-ai/omnigent resolve-repro-audit --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/omnigent-ai/omnigent.git skills-src && mkdir -p .claude/skills && cp -r skills-src/dev/resolve-agent/skills/resolve-repro-audit .claude/skills/resolve-repro-audit && 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 "resolve-repro-audit" agent skill from https://github.com/omnigent-ai/omnigent/tree/main/dev/resolve-agent/skills/resolve-repro-audit into .claude/skills/resolve-repro-audit/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "resolve-repro-audit", 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/omnigent-ai/omnigent/tree/main/dev/resolve-agent/skills/resolve-repro-auditType 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 omnigent-ai/omnigent --skill resolve-repro-audit -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install omnigent-ai/omnigent resolve-repro-audit --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/omnigent-ai/omnigent.git skills-src && mkdir -p .agents/skills && cp -r skills-src/dev/resolve-agent/skills/resolve-repro-audit .agents/skills/resolve-repro-audit && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "resolve-repro-audit" agent skill from https://github.com/omnigent-ai/omnigent/tree/main/dev/resolve-agent/skills/resolve-repro-audit into .agents/skills/resolve-repro-audit/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "resolve-repro-audit", 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 omnigent-ai/omnigent --skill resolve-repro-audit -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install omnigent-ai/omnigent resolve-repro-audit --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/omnigent-ai/omnigent.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/dev/resolve-agent/skills/resolve-repro-audit .cursor/skills/resolve-repro-audit && 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 "resolve-repro-audit" agent skill from https://github.com/omnigent-ai/omnigent/tree/main/dev/resolve-agent/skills/resolve-repro-audit into .cursor/skills/resolve-repro-audit/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "resolve-repro-audit", 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/omnigent-ai/omnigent.git --path dev/resolve-agent/skills/resolve-repro-audit--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 omnigent-ai/omnigent --skill resolve-repro-audit -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install omnigent-ai/omnigent resolve-repro-audit --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/omnigent-ai/omnigent.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/dev/resolve-agent/skills/resolve-repro-audit .gemini/skills/resolve-repro-audit && 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 "resolve-repro-audit" agent skill from https://github.com/omnigent-ai/omnigent/tree/main/dev/resolve-agent/skills/resolve-repro-audit into .gemini/skills/resolve-repro-audit/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "resolve-repro-audit", 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 omnigent-ai/omnigent resolve-repro-auditInstalls 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 omnigent-ai/omnigent --skill resolve-repro-audit -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/omnigent-ai/omnigent.git skills-src && mkdir -p .github/skills && cp -r skills-src/dev/resolve-agent/skills/resolve-repro-audit .github/skills/resolve-repro-audit && 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 "resolve-repro-audit" agent skill from https://github.com/omnigent-ai/omnigent/tree/main/dev/resolve-agent/skills/resolve-repro-audit into .github/skills/resolve-repro-audit/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "resolve-repro-audit", 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 omnigent-ai/omnigent --skill resolve-repro-audit -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install omnigent-ai/omnigent resolve-repro-audit --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/omnigent-ai/omnigent.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/dev/resolve-agent/skills/resolve-repro-audit .opencode/skills/resolve-repro-audit && 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 "resolve-repro-audit" agent skill from https://github.com/omnigent-ai/omnigent/tree/main/dev/resolve-agent/skills/resolve-repro-audit into .opencode/skills/resolve-repro-audit/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "resolve-repro-audit", 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.
resolve-repro-auditAudit a recovered repro patch, assertions, and behavioral baseline before authoring or reviewing.
Resolve Repro Audit is an agent skill from omnigent-ai/omnigent. Audit a recovered repro patch, assertions, and behavioral baseline before authoring or reviewing.
Its SKILL.md is about 1.3k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
The repository describes itself as: Omnigent is an open-source AI agent framework and meta-harness: orchestrate Claude Code, Codex, Cursor, Pi, and custom agents — swap harnesses without rewriting, enforce policies… The licence is Apache-2.0.
5 steps, taken from the first numbered list in SKILL.md.
Read from SKILL.md and the folder at commit c6a81cd. It shows what the files ask for, not the result of running them.
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.
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.
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Resolve Repro Audit loads about 1.3k tokens when it runs. Until then it costs about 29 tokens; SKILL.md has 714 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.
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.
The full file from omnigent-ai/omnigent at commit c6a81cd, republished under its Apache-2.0 licence (© omnigent-ai). 714 words, ~1,337 tokens.
.claude/skills/resolve-repro-audit/SKILL.md (or your agent's skills folder).This is a prerequisite for both the author and existing-PR review paths, before Step 1.
session, CI ci_link, or
preloaded by CI.baseline: not_run receipt establish artifact delivery, not
correctness.Inspect the entire recovered patch before executing it.
needs_more_info and name the concern
if you cannot establish a safe, relevant test.Check the assertion against the reported behavior.
resolve-investigate to check historical rationale and competing
explanations. Separate observed failure from a proposed policy change;
ambiguous intent follows its PR proposal path, not an automatic stop.Run the audited test on the current, unfixed base before changing product code or checking the candidate PR's result.
For a policy proposal, label the baseline as existing behavior and retain the incomplete proposal outcome; a fail→pass transition does not prove a defect.
test_audit.ImportError, a missing symbol the proposed fix would introduce, a
dependency/setup failure, or a broken fixture. A skipped or xfailed test
is not fail→pass proof.needs_more_info with the blocker.Repair or reject unreliable evidence.
test_audit.nothing_to_fix and cite the
fixing commit or PR.needs_more_info
instead of manufacturing a fix or approving an unverified PR. This covers
missing behavioral evidence, not a remaining choice between supported
policies: keep that proposal explicit and incomplete for PR review.Carry the same audited assertions to the candidate fix.
reproduced; note
skipped already_fixed facets separately. The same test must pass on the
authored fix or existing PR without weakening assertions or mocking away
the bug.test_audit in either
mode.© omnigent-ai, Apache-2.0. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Just SKILL.md in dev/resolve-agent/skills/resolve-repro-audit of omnigent-ai/omnigent.
Open the folder on GitHubat commit c6a81cd
Resolve Repro Audit 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 |
|---|---|---|---|---|---|---|
| Resolve Repro Audit this skillomnigent-ai/omnigent | 11k | — | ~1.3k | Automated safety check: Pass | Apache-2.0 | |
| Post-Patch Validationtrailofbits/skills | 7.5k | — | ~3.8k | Automated safety check: Notes | CC-BY-SA-4.0 | |
| Slate Patchudecode/plate | 17k | — | ~3.8k | Automated safety check: Pass | Custom licence | |
| cmux Shared Behavior Rulesmanaflow-ai/cmux | 28k | 1 repos | ~274 | Automated safety check: Pass | Custom licence | |
| Surgical PatchJuliusBrussee/caveman | 111k | 1 repos | ~166 | Automated safety check: Pass | Apache-2.0 | |
| Assertionsonsi/gomega | 2.4k | — | ~2.1k | Automated safety check: Pass | MIT |
trailofbits/skills
Tests a security patch against the original bug, its variants and normal behavior, with reproducible baseline-versus-patched evidence before you merge or call it fixed.
udecode/plate
Fix Slate v2 bugs in one pass with reproduction, behavior tests, architecture/DX/perf pressure, proactive rearchitecture when the patch is not the cleanest long-term shape, and final autoreview.
manaflow-ai/cmux
A code-change rule for the cmux terminal app: implement a behavior once and verify every entrypoint that exposes it, instead of patching one surface at a time.
JuliusBrussee/caveman
Fix bugs and small behavior changes at the narrowest responsible layer. Use when regression proof, preserved surrounding behavior, and task-relevant tests…
onsi/gomega
Write correct synchronous Gomega assertions — Expect/Ω notation, the To/NotTo/ToNot/Should/ShouldNot equivalences, the multi-return error idiom, Succeed vs HaveOccurred, the .Error() chaining form…
ZaxbyHub/opencode-swarm
include test files that assert on behavior being changed in declared scope
omnigent-ai/omnigent
Brings up the Omnigent server and Postgres as a Docker compose stack on any Docker host, and covers the Dockerfile's runtime and host build targets for extending it to a new platform.
omnigent-ai/omnigent
Scans Python agent code for framework imports and recommends the matching Omnigent executor type, or says when the framework is not natively supported yet.
omnigent-ai/omnigent
Runs the Omnigent load test with real hosts and multi-turn sessions against a mocked LLM, then explains the latency results from summary.md.
omnigent-ai/omnigent
Spins up an isolated Omnigent server, runner and mock model to prove a user-facing behavior or bug fix with recorded evidence instead of reasoning from code.
omnigent-ai/omnigent
Spins up a local Omnigent server and exercises the Antigravity (Gemini) SDK harness end to end: building agents, running real turns, smoke tests and bug-bashing.
omnigent-ai/omnigent
Gives patterns for generating a minimal, valid Omnigent agent directory: the config.yaml fields, the right executor type, and the files each agent needs.
Audit a recovered repro patch, assertions, and behavioral baseline before authoring or reviewing. Resolve Repro Audit is an agent skill from omnigent-ai/omnigent. Audit a recovered repro patch, assertions, and behavioral baseline before authoring or reviewing.
Run `npx skills add omnigent-ai/omnigent --skill resolve-repro-audit -a claude-code`. Or copy the skill folder (dev/resolve-agent/skills/resolve-repro-audit in omnigent-ai/omnigent) into .claude/skills/resolve-repro-audit in your project. Claude Code loads it when a task matches its description.
Run `npx skills add omnigent-ai/omnigent --skill resolve-repro-audit -a codex`. Or copy the skill folder (dev/resolve-agent/skills/resolve-repro-audit in omnigent-ai/omnigent) into .agents/skills/resolve-repro-audit in your project. Codex loads it when a task matches its description.
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add omnigent-ai/omnigent --skill resolve-repro-audit -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/resolve-repro-audit, .gemini/skills/resolve-repro-audit, .github/skills/resolve-repro-audit and .opencode/skills/resolve-repro-audit in your project.
SKILL.md names no scripts, command-line tools or credentials: Resolve Repro Audit is instructions for the agent only.
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.
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.
Resolve Repro Audit is published under the Apache-2.0 licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 1.3k tokens (SKILL.md is roughly 5.3k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
Skills that share tags, products or a category with Resolve Repro Audit: Post-Patch Validation (trailofbits/skills, 7.5k stars), Slate Patch (udecode/plate, 17k stars), cmux Shared Behavior Rules (manaflow-ai/cmux, 28k stars) and Surgical Patch (JuliusBrussee/caveman, 111k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
omnigent-ai (a GitHub organization) maintains it in omnigent-ai/omnigent, which has 10,711 GitHub stars. The repository holds 19 skills in this directory. The repository was last updated on October 10, 2026.
Source: omnigent-ai/omnigent on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.