CI Watchdog
latitude-dev/latitude-llm
Continuously monitor GitHub PR CI checks and automatically fix failures until all checks pass.
A skill your agent uses when a user asks to debug or fix failing GitHub PR checks that run in GitHub Actions; use gh to inspect checks and logs, summarize failure context, draft a fix plan, and…
Install Openai Gh Fix CI
$ npx skills add trailofbits/skills-curated --skill openai-gh-fix-ci -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install trailofbits/skills-curated openai-gh-fix-ci --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/trailofbits/skills-curated.git skills-src && mkdir -p .claude/skills && cp -r skills-src/plugins/openai-gh-fix-ci/skills/openai-gh-fix-ci .claude/skills/openai-gh-fix-ci && 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 "openai-gh-fix-ci" agent skill from https://github.com/trailofbits/skills-curated/tree/main/plugins/openai-gh-fix-ci/skills/openai-gh-fix-ci into .claude/skills/openai-gh-fix-ci/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "openai-gh-fix-ci", 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/trailofbits/skills-curated/tree/main/plugins/openai-gh-fix-ci/skills/openai-gh-fix-ciType 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 trailofbits/skills-curated --skill openai-gh-fix-ci -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install trailofbits/skills-curated openai-gh-fix-ci --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/trailofbits/skills-curated.git skills-src && mkdir -p .agents/skills && cp -r skills-src/plugins/openai-gh-fix-ci/skills/openai-gh-fix-ci .agents/skills/openai-gh-fix-ci && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "openai-gh-fix-ci" agent skill from https://github.com/trailofbits/skills-curated/tree/main/plugins/openai-gh-fix-ci/skills/openai-gh-fix-ci into .agents/skills/openai-gh-fix-ci/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "openai-gh-fix-ci", 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 trailofbits/skills-curated --skill openai-gh-fix-ci -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install trailofbits/skills-curated openai-gh-fix-ci --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/trailofbits/skills-curated.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/plugins/openai-gh-fix-ci/skills/openai-gh-fix-ci .cursor/skills/openai-gh-fix-ci && 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 "openai-gh-fix-ci" agent skill from https://github.com/trailofbits/skills-curated/tree/main/plugins/openai-gh-fix-ci/skills/openai-gh-fix-ci into .cursor/skills/openai-gh-fix-ci/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "openai-gh-fix-ci", 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/trailofbits/skills-curated.git --path plugins/openai-gh-fix-ci/skills/openai-gh-fix-ci--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 trailofbits/skills-curated --skill openai-gh-fix-ci -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install trailofbits/skills-curated openai-gh-fix-ci --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/trailofbits/skills-curated.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/plugins/openai-gh-fix-ci/skills/openai-gh-fix-ci .gemini/skills/openai-gh-fix-ci && 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 "openai-gh-fix-ci" agent skill from https://github.com/trailofbits/skills-curated/tree/main/plugins/openai-gh-fix-ci/skills/openai-gh-fix-ci into .gemini/skills/openai-gh-fix-ci/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "openai-gh-fix-ci", 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 trailofbits/skills-curated openai-gh-fix-ciInstalls 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 trailofbits/skills-curated --skill openai-gh-fix-ci -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/trailofbits/skills-curated.git skills-src && mkdir -p .github/skills && cp -r skills-src/plugins/openai-gh-fix-ci/skills/openai-gh-fix-ci .github/skills/openai-gh-fix-ci && 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 "openai-gh-fix-ci" agent skill from https://github.com/trailofbits/skills-curated/tree/main/plugins/openai-gh-fix-ci/skills/openai-gh-fix-ci into .github/skills/openai-gh-fix-ci/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "openai-gh-fix-ci", 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 trailofbits/skills-curated --skill openai-gh-fix-ci -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install trailofbits/skills-curated openai-gh-fix-ci --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/trailofbits/skills-curated.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/plugins/openai-gh-fix-ci/skills/openai-gh-fix-ci .opencode/skills/openai-gh-fix-ci && 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 "openai-gh-fix-ci" agent skill from https://github.com/trailofbits/skills-curated/tree/main/plugins/openai-gh-fix-ci/skills/openai-gh-fix-ci into .opencode/skills/openai-gh-fix-ci/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "openai-gh-fix-ci", 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
openai-gh-fix-ci- GitHub stars
- 513
- Token cost
- ~955 tokens
- SKILL.md length
- 428 words
- Files
- 2 (incl. scripts)
- Skills in repo
- 24
- Repo updated
- First seen
- Licence
- CC-BY-SA-4.0
At a glance
A skill your agent uses when a user asks to debug or fix failing GitHub PR checks that run in GitHub Actions; use gh to inspect checks and logs, summarize failure context, draft a fix plan, and…
- Works in 8 steps: Verify gh authentication. → Resolve the PR. → Inspect failing checks (GitHub Actions… → …
- A user asks to debug
- SKILL.md covers Overview, Inputs, Quick start and Workflow, plus 3 more sections
- Runs Python scripts from its folder; calls gh and python; reaches github.com
What it does
Openai Gh Fix CI is an agent skill from trailofbits/skills-curated, published by the product's own GitHub organization. Use when a user asks to debug or fix failing GitHub PR checks that run in GitHub Actions; use gh to inspect checks and logs, summarize failure context, draft a fix plan, and implement only after explicit approval. Treat external providers (for example Buildkite) as out of scope and report only the details URL. Originally from OpenAI's curated skills catalog.
Its SKILL.md is about 960 tokens, which your agent loads only when the skill is triggered. The skill folder holds 2 other files, including scripts (for example `scripts/inspect_pr_checks.py`).
It sits in DevOps & Cloud, covering Failing and flaky tests and CI/CD. It works with OpenAI, GitHub Actions and GitHub. The repository describes itself as: Curated, community-vetted Claude Code plugin marketplace. The licence is CC-BY-SA-4.0.
When your agent uses it
- A user asks to debug
- Fix failing GitHub PR checks that run in GitHub Actions
- Use gh to inspect checks and logs
- Summarize failure context
Example prompts
- “/openai-gh-fix-ci”
Requirements
- Python 3
- Pre-approved tools (allowed-tools): Bash, Read, Grep, Glob, Write, Edit
Workflow steps
8 steps, taken from the first numbered list in SKILL.md.
- Verify gh authentication.
- Resolve the PR.
- Inspect failing checks (GitHub Actions only).
- Scope non-GitHub Actions checks.
- Summarize failures for the user.
- Create a plan.
- Implement after approval.
- Recheck status.
What it can do on your machine
Read from SKILL.md and the folder at commit 6d05be4. It shows what the files ask for, not the result of running them.
Tool permissions
Pre-approves these tools, so the agent can use them without asking each time:
BashReadGrepGlobWriteEdit
From allowed-tools in the SKILL.md frontmatter.
Runs code
Ships 1 file in scripts/ (Python), which the agent can run.
Shell commands in SKILL.md call:
ghpython
From the folder's file list and the shell code blocks in SKILL.md.
Network
Hosts in commands or code, which the agent is likely to contact:
github.com
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
Openai Gh Fix CI loads about 955 tokens when it runs. Until then it costs about 95 tokens; SKILL.md has 428 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: notes
The automated check noted patterns worth knowing about, such as sudo or a known installer.
- NotePre-approves every shell command (allowed-tools: Bash)SKILL.md
allowed-tools: Bash, Read, Grep, Glob, Write, Edit
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); the scripts in this folder are not scanned.
SKILL.md
The full file from trailofbits/skills-curated at commit 6d05be4, republished under its CC-BY-SA-4.0 licence (© trailofbits). 428 words, ~955 tokens.
Download SKILL.mdSave it as
.claude/skills/openai-gh-fix-ci/SKILL.md (or your agent's skills folder). This skill also uses 1 other file; get the full folder from GitHub.- name
- openai-gh-fix-ci
- description
- Use when a user asks to debug or fix failing GitHub PR checks that run in GitHub Actions; use `gh` to inspect checks and logs, summarize failure context, draft a fix plan, and implement only after explicit approval. Treat external providers (for example Buildkite) as out of scope and report only the details URL. Originally from OpenAI's curated skills catalog.
- allowed-tools
- Bash, Read, Grep, Glob, Write, Edit
Gh Pr Checks Plan Fix
Overview
Use gh to locate failing PR checks, fetch GitHub Actions logs for actionable failures, summarize the failure snippet, then propose a fix plan and implement after explicit approval.
- If a plan-oriented skill (for example
create-plan) is available, use it; otherwise draft a concise plan inline and request approval before implementing.
Prereq: authenticate with the standard GitHub CLI once (for example, run gh auth login), then confirm with gh auth status (repo + workflow scopes are typically required).
Inputs
repo: path inside the repo (default.)pr: PR number or URL (optional; defaults to current branch PR)ghauthentication for the repo host
Quick start
python "{baseDir}/scripts/inspect_pr_checks.py" --repo "." --pr "<number-or-url>"- Add
--jsonif you want machine-friendly output for summarization.
Workflow
- Verify gh authentication.
- Run
gh auth statusin the repo. - If unauthenticated, ask the user to run
gh auth login(ensuring repo + workflow scopes) before proceeding.
- Run
- Resolve the PR.
- Prefer the current branch PR:
gh pr view --json number,url. - If the user provides a PR number or URL, use that directly.
- Prefer the current branch PR:
- Inspect failing checks (GitHub Actions only).
- Preferred: run the bundled script (handles gh field drift and job-log fallbacks):
python "{baseDir}/scripts/inspect_pr_checks.py" --repo "." --pr "<number-or-url>"- Add
--jsonfor machine-friendly output.
- Manual fallback:
gh pr checks <pr> --json name,state,bucket,link,startedAt,completedAt,workflow- If a field is rejected, rerun with the available fields reported by
gh.
- If a field is rejected, rerun with the available fields reported by
- For each failing check, extract the run id from
detailsUrland run:gh run view <run_id> --json name,workflowName,conclusion,status,url,event,headBranch,headShagh run view <run_id> --log
- If the run log says it is still in progress, fetch job logs directly:
gh api "/repos/<owner>/<repo>/actions/jobs/<job_id>/logs" > "<path>"
- Preferred: run the bundled script (handles gh field drift and job-log fallbacks):
- Scope non-GitHub Actions checks.
- If
detailsUrlis not a GitHub Actions run, label it as external and only report the URL. - Do not attempt Buildkite or other providers; keep the workflow lean.
- If
- Summarize failures for the user.
- Provide the failing check name, run URL (if any), and a concise log snippet.
- Call out missing logs explicitly.
- Create a plan.
- Use the
create-planskill to draft a concise plan and request approval.
- Use the
- Implement after approval.
- Apply the approved plan, summarize diffs/tests, and ask about opening a PR.
- Recheck status.
- After changes, suggest re-running the relevant tests and
gh pr checksto confirm.
- After changes, suggest re-running the relevant tests and
Show full SKILL.md (59 more words)Show less
Bundled Resources
scripts/inspect_pr_checks.py
Fetch failing PR checks, pull GitHub Actions logs, and extract a failure snippet. Exits non-zero when failures remain so it can be used in automation.
Usage examples:
python "{baseDir}/scripts/inspect_pr_checks.py" --repo "." --pr "123"python "{baseDir}/scripts/inspect_pr_checks.py" --repo "." --pr "https://github.com/org/repo/pull/123" --jsonpython "{baseDir}/scripts/inspect_pr_checks.py" --repo "." --max-lines 200 --context 40
When to Use
<!-- TODO: review -->When NOT to Use
<!-- TODO: review -->© trailofbits, CC-BY-SA-4.0. 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 (scripts) in plugins/openai-gh-fix-ci/skills/openai-gh-fix-ci of trailofbits/skills-curated.
- SKILL.md
- scripts/inspect_pr_checks.py
Open the folder on GitHubat commit 6d05be4
Compare with similar skills
Openai Gh Fix CI 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 |
|---|---|---|---|---|---|---|
| Openai Gh Fix CI this skilltrailofbits/skills-curated | 513 | — | ~955 | Automated safety check: Notes | CC-BY-SA-4.0 | |
| CI Watchdoglatitude-dev/latitude-llm | 4.7k | — | ~1.6k | Automated safety check: Pass | MIT | |
| Megatron-LM CI Failure TriageNVIDIA/Megatron-LM | 18k | — | ~1.6k | Automated safety check: Pass | Apache-2.0 | |
| Parallel CI Triagespencerpauly/awesome-cursor-skills | 844 | — | ~793 | Automated safety check: Pass | CC0-1.0 | |
| Gh Fix CIJetBrains/skills | 366 | 7 repos | ~953 | Automated safety check: Pass | Apache-2.0 | |
| ONNX Runtime CI Managementmicrosoft/onnxruntime | 22k | — | ~4.1k | Automated safety check: Pass | MIT |
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Investigates a failing GitHub Actions run or job for Megatron-LM, finds the root cause plus the PR and test author involved, and files a structured bug issue.
Parallel CI Triage
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When GitHub Actions fails, fetch failing job logs and assign each failing job to a separate subagent that fixes its slice of the problem in parallel.
- Official
Gh Fix CI
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Triggers, re-runs and unblocks the CI checks on an ONNX Runtime pull request, after diagnosing whether a failure is transient or needs a code change.
CI/CD Failure Troubleshooting
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Diagnoses and fixes failing GitHub Actions runs by identifying the failure, fetching only the relevant logs, finding the root cause and reproducing it locally.
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Questions about Openai Gh Fix CI
What does Openai Gh Fix CI do?
A skill your agent uses when a user asks to debug or fix failing GitHub PR checks that run in GitHub Actions; use gh to inspect checks and logs, summarize failure context, draft a fix plan, and…. Openai Gh Fix CI is an agent skill from trailofbits/skills-curated, published by the product's own GitHub organization. Use when a user asks to debug or fix failing GitHub PR checks that run in GitHub Actions; use gh to inspect checks and logs, summarize failure context, draft a fix plan, and implement only after explicit approval.
When should I use Openai Gh Fix CI?
Openai Gh Fix CI fits situations like: A user asks to debug; fix failing GitHub PR checks that run in GitHub Actions; use gh to inspect checks and logs; summarize failure context.
How do I install Openai Gh Fix CI in Claude Code?
Run `npx skills add trailofbits/skills-curated --skill openai-gh-fix-ci -a claude-code`. Or copy the skill folder (plugins/openai-gh-fix-ci/skills/openai-gh-fix-ci in trailofbits/skills-curated) into .claude/skills/openai-gh-fix-ci in your project. Claude Code loads it when a task matches its description.
How do I install Openai Gh Fix CI in Codex?
Run `npx skills add trailofbits/skills-curated --skill openai-gh-fix-ci -a codex`. Or copy the skill folder (plugins/openai-gh-fix-ci/skills/openai-gh-fix-ci in trailofbits/skills-curated) into .agents/skills/openai-gh-fix-ci in your project. Codex loads it when a task matches its description.
Can I use Openai Gh Fix CI 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 trailofbits/skills-curated --skill openai-gh-fix-ci -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/openai-gh-fix-ci, .gemini/skills/openai-gh-fix-ci, .github/skills/openai-gh-fix-ci and .opencode/skills/openai-gh-fix-ci in your project.
What does Openai Gh Fix CI need to run?
Going by SKILL.md and its folder, Openai Gh Fix CI needs Python for the scripts in its folder and the command-line tools its instructions call (gh and python). Our summary lists: Python 3. Its frontmatter pre-approves these tools: Bash, Read, Grep, Glob, Write, Edit.
Does Openai Gh Fix CI access the network?
SKILL.md names 1 domain. In commands or code: github.com; the agent is likely to contact it when it follows the instructions. This is read from the text; nothing was executed.
Is Openai Gh Fix CI safe to install?
Our automated static check of SKILL.md found notes only (pre-approves every shell command (allowed-tools: bash)), nothing it rates as a warning. It is not a guarantee. The check reads SKILL.md only: the scripts in the folder are not scanned, so read them before running anything.
What licence does Openai Gh Fix CI use?
Openai Gh Fix CI is published under the CC-BY-SA-4.0 licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does Openai Gh Fix CI use?
About 955 tokens (SKILL.md is roughly 3.8k 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 Openai Gh Fix CI?
Skills that share tags, products or a category with Openai Gh Fix CI: CI Watchdog (latitude-dev/latitude-llm, 4.7k stars), Megatron-LM CI Failure Triage (NVIDIA/Megatron-LM, 18k stars), Parallel CI Triage (spencerpauly/awesome-cursor-skills, 844 stars) and Gh Fix CI (JetBrains/skills, 366 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Openai Gh Fix CI?
trailofbits (a GitHub organization, an official publisher) maintains it in trailofbits/skills-curated, which has 513 GitHub stars. The repository holds 24 skills in this directory. The repository was last updated on July 14, 2026.
Source: trailofbits/skills-curated on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.