Debugging CI Failures
PostHog/posthog
Debugs failing GitHub Actions CI runs for PostHog PRs, commits, and branches, and answers broad CI-health questions ("is CI red?", "is master green today?", "what's broken right now?").
Investigate a failure, regression or incorrect result in an integration or application, even before it can be reproduced.
MITAuto-check passed
Install Debug
$ npx skills add suboss87/FDEOps --skill debug -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install suboss87/FDEOps debug --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/suboss87/FDEOps.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/debug .claude/skills/debug && 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 "debug" agent skill from https://github.com/suboss87/FDEOps/tree/Main/skills/debug into .claude/skills/debug/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "debug", 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/suboss87/FDEOps/tree/Main/skills/debugType 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 suboss87/FDEOps --skill debug -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install suboss87/FDEOps debug --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/suboss87/FDEOps.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/debug .agents/skills/debug && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "debug" agent skill from https://github.com/suboss87/FDEOps/tree/Main/skills/debug into .agents/skills/debug/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "debug", 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 suboss87/FDEOps --skill debug -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install suboss87/FDEOps debug --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/suboss87/FDEOps.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/debug .cursor/skills/debug && 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 "debug" agent skill from https://github.com/suboss87/FDEOps/tree/Main/skills/debug into .cursor/skills/debug/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "debug", 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/suboss87/FDEOps.git --path skills/debug--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 suboss87/FDEOps --skill debug -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install suboss87/FDEOps debug --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/suboss87/FDEOps.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/debug .gemini/skills/debug && 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 "debug" agent skill from https://github.com/suboss87/FDEOps/tree/Main/skills/debug into .gemini/skills/debug/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "debug", 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 suboss87/FDEOps debugInstalls 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 suboss87/FDEOps --skill debug -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/suboss87/FDEOps.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/debug .github/skills/debug && 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 "debug" agent skill from https://github.com/suboss87/FDEOps/tree/Main/skills/debug into .github/skills/debug/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "debug", 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 suboss87/FDEOps --skill debug -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install suboss87/FDEOps debug --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/suboss87/FDEOps.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/debug .opencode/skills/debug && 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 "debug" agent skill from https://github.com/suboss87/FDEOps/tree/Main/skills/debug into .opencode/skills/debug/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "debug", 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
debug- GitHub stars
- 954
- Token cost
- ~349 tokens
- SKILL.md length
- 142 words
- Files
- 12 (incl. references)
- Skills in repo
- 34
- Repo updated
- First seen
- Licence
- MIT
At a glance
Investigate a failure, regression or incorrect result in an integration or application, even before it can be reproduced.
- Works in 2 steps: Read the task context contract. → Read the method.
- Diagnosis and repair
- SKILL.md covers Purpose and Principles
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Debug is an agent skill from suboss87/FDEOps. Investigate a failure, regression or incorrect result in an integration or application, even before it can be reproduced. Use for diagnosis and repair; follow incident authority for live mitigation.
Its SKILL.md is about 350 tokens, which your agent loads only when the skill is triggered. The skill folder holds 13 other files, including reference files (for example `.fde-generated.json`, `agents/openai.yaml` and `references/build.md`).
The repository describes itself as: Forward deployed engineering skills for AI coding agents. The licence is MIT.
When your agent uses it
- Diagnosis and repair
- Follow incident authority for live mitigation
Example prompts
- “/debug”
Workflow steps
2 steps, taken from the first numbered list in SKILL.md.
- Read the task context contract.
- Read the method.
What it can do on your machine
Read from SKILL.md and the folder at commit 64d1d8a. 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
Debug loads about 349 tokens when it runs, and up to ~13k if it reads all its reference files. Until then it costs about 51 tokens; SKILL.md has 142 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
The full file from suboss87/FDEOps at commit 64d1d8a, republished under its MIT licence (© suboss87). 142 words, ~349 tokens.
Download SKILL.mdSave it as
.claude/skills/debug/SKILL.md (or your agent's skills folder). This skill also uses 11 other files; get the full folder from GitHub.- name
- debug
- description
- Investigate a failure, regression or incorrect result in an integration or application, even before it can be reproduced. Use for diagnosis and repair; follow incident authority for live mitigation.
debug
<!-- Generated by bin/generate-skills.js; edit the canonical references and catalog. -->Purpose
A diagnosed failure, repair and regression evidence.
Before investigating or acting:
- Read the task context contract.
- Read the method.
Load further references only when the task needs them. Everything linked is included in this skill; no other skill pack is required.
Principles
- Work directly from the supplied permitted context. Standalone work does not require an engagement folder or initialization. Record filenames in the method are optional persistence destinations when no engagement is bound.
- If called by @fde, reuse its current sanitized packet and scope. Do not restart setup, discovery or questions already answered.
- The task context contract controls persistence and authority in both modes. Preserve unknowns and distinguish implementation, verification, deployment and acceptance.
- Use the customer's repository instructions and available tools. Report a missing capability or unrun check honestly; do not claim that installing a skill provisions infrastructure.
© suboss87, 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 11 other files (references) in skills/debug of suboss87/FDEOps.
- SKILL.md
- .fde-generated.json
- agents/openai.yaml
- references/build.md
- references/debug.md
- references/eval-pack.md
- references/integrate.md
- references/qa.md
- references/review.md
- references/ship.md
- references/task-context.md
- references/verification.md
Open the folder on GitHubat commit 64d1d8a
Compare with similar skills
Debug 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 |
|---|---|---|---|---|---|---|
| Debug this skillsuboss87/FDEOps | 954 | — | ~349 | Automated safety check: Pass | MIT | |
| Debugging CI FailuresPostHog/posthog | 40k | — | ~5.7k | Automated safety check: Pass | Custom licence | |
| Investigating CI FailuresPostHog/posthog | 40k | — | ~2.9k | Automated safety check: Pass | Custom licence | |
| RustPython Test Failure InvestigationRustPython/RustPython | 22k | — | ~467 | Automated safety check: Pass | MIT | |
| Debugasgeirtj/system_prompts_leaks | 69k | — | ~439 | Automated safety check: Pass | CC0-1.0 | |
| Root Cause Investigationgarrytan/gstack | 136k | — | ~12k | Automated safety check: Notes | MIT |
Similar skills
- Official
- Official
Investigating CI Failures
PostHog/posthog
Investigates a specific CI failure to a verdict: whose fault, which commit, who wrote it, and whether it's fixed.
RustPython Test Failure Investigation
RustPython/RustPython
Investigates a failing RustPython test by comparing it with CPython, then either fixes it or gathers the details for an incompatibility report.
Debug
asgeirtj/system_prompts_leaks
Enable debug logging for this session and help diagnose issues
Root Cause Investigation
garrytan/gstack
Debugs in four phases (investigate, analyze, hypothesize, implement) under one rule: no fix is made until the root cause is found.
- Official
Runtime Debug
vercel/next.js
Debug and verification workflow for runtime-bundle and module-resolution regressions.
More from suboss87/FDEOps
All 34 skills in this repoFde
suboss87/FDEOps
Keeps the engagement record for client work. An agent skill from suboss87/FDEOps.
Audit
suboss87/FDEOps
Audit an inherited engagement or implementation against its evidence.
Board Memo
suboss87/FDEOps
Draft a board or executive summary of an engagement using outcomes, risks and investment decisions.
Brief
suboss87/FDEOps
Clarify a new customer brief, desired outcome, constraints and evidence gaps.
Business Case
suboss87/FDEOps
Develop a business case for an initiative using costs, benefits, risks and evidence.
Connect
suboss87/FDEOps
Configure or diagnose access to a requested source using available host tools.
Questions about Debug
What does Debug do?
Investigate a failure, regression or incorrect result in an integration or application, even before it can be reproduced. Debug is an agent skill from suboss87/FDEOps. Investigate a failure, regression or incorrect result in an integration or application, even before it can be reproduced.
When should I use Debug?
Debug fits situations like: diagnosis and repair; follow incident authority for live mitigation.
How do I install Debug in Claude Code?
Run `npx skills add suboss87/FDEOps --skill debug -a claude-code`. Or copy the skill folder (skills/debug in suboss87/FDEOps) into .claude/skills/debug in your project. Claude Code loads it when a task matches its description.
How do I install Debug in Codex?
Run `npx skills add suboss87/FDEOps --skill debug -a codex`. Or copy the skill folder (skills/debug in suboss87/FDEOps) into .agents/skills/debug in your project. Codex loads it when a task matches its description.
Can I use Debug 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 suboss87/FDEOps --skill debug -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/debug, .gemini/skills/debug, .github/skills/debug and .opencode/skills/debug in your project.
What does Debug need to run?
SKILL.md names no scripts, command-line tools or credentials: Debug is instructions for the agent only.
Does Debug 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 Debug 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 Debug use?
Debug 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 Debug use?
About 349 tokens (SKILL.md is roughly 1.4k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 12k tokens, read only when the agent opens those files.
What are the alternatives to Debug?
Skills that share tags, products or a category with Debug: Debugging CI Failures (PostHog/posthog, 40k stars), Investigating CI Failures (PostHog/posthog, 40k stars), RustPython Test Failure Investigation (RustPython/RustPython, 22k stars) and Debug (asgeirtj/system_prompts_leaks, 69k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Debug?
suboss87 (a GitHub user) maintains it in suboss87/FDEOps, which has 954 GitHub stars. The repository holds 34 skills in this directory. The repository was last updated on October 8, 2026.
Source: suboss87/FDEOps on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.