Incident Triage Harness
madebyaris/advance-minimax-m3-cursor-rules
Walks an agent through an evidence-first incident investigation across logs, metrics, code and screenshots, from first symptom to the smallest safe mitigation.
Produces or refines a backlog Defect from an observed product mismatch.
Install 09 Defect
$ npx skills add ai-driven-dev/framework --skill 09-defect -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install ai-driven-dev/framework 09-defect --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/ai-driven-dev/framework.git skills-src && mkdir -p .claude/skills && cp -r skills-src/plugins/aidd-pm/skills/09-defect .claude/skills/09-defect && 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 "09-defect" agent skill from https://github.com/ai-driven-dev/framework/tree/main/plugins/aidd-pm/skills/09-defect into .claude/skills/09-defect/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "09-defect", 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/ai-driven-dev/framework/tree/main/plugins/aidd-pm/skills/09-defectType 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 ai-driven-dev/framework --skill 09-defect -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install ai-driven-dev/framework 09-defect --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/ai-driven-dev/framework.git skills-src && mkdir -p .agents/skills && cp -r skills-src/plugins/aidd-pm/skills/09-defect .agents/skills/09-defect && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "09-defect" agent skill from https://github.com/ai-driven-dev/framework/tree/main/plugins/aidd-pm/skills/09-defect into .agents/skills/09-defect/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "09-defect", 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 ai-driven-dev/framework --skill 09-defect -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install ai-driven-dev/framework 09-defect --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/ai-driven-dev/framework.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/plugins/aidd-pm/skills/09-defect .cursor/skills/09-defect && 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 "09-defect" agent skill from https://github.com/ai-driven-dev/framework/tree/main/plugins/aidd-pm/skills/09-defect into .cursor/skills/09-defect/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "09-defect", 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/ai-driven-dev/framework.git --path plugins/aidd-pm/skills/09-defect--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 ai-driven-dev/framework --skill 09-defect -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install ai-driven-dev/framework 09-defect --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/ai-driven-dev/framework.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/plugins/aidd-pm/skills/09-defect .gemini/skills/09-defect && 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 "09-defect" agent skill from https://github.com/ai-driven-dev/framework/tree/main/plugins/aidd-pm/skills/09-defect into .gemini/skills/09-defect/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "09-defect", 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 ai-driven-dev/framework 09-defectInstalls 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 ai-driven-dev/framework --skill 09-defect -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/ai-driven-dev/framework.git skills-src && mkdir -p .github/skills && cp -r skills-src/plugins/aidd-pm/skills/09-defect .github/skills/09-defect && 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 "09-defect" agent skill from https://github.com/ai-driven-dev/framework/tree/main/plugins/aidd-pm/skills/09-defect into .github/skills/09-defect/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "09-defect", 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 ai-driven-dev/framework --skill 09-defect -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install ai-driven-dev/framework 09-defect --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/ai-driven-dev/framework.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/plugins/aidd-pm/skills/09-defect .opencode/skills/09-defect && 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 "09-defect" agent skill from https://github.com/ai-driven-dev/framework/tree/main/plugins/aidd-pm/skills/09-defect into .opencode/skills/09-defect/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "09-defect", 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
09-defect- GitHub stars
- 513
- Token cost
- ~321 tokens
- SKILL.md length
- 82 words
- Files
- 11 (incl. references, assets)
- Skills in repo
- 46
- Repo updated
- First seen
- Licence
- MIT
At a glance
Produces or refines a backlog Defect from an observed product mismatch.
- The user wants to report
- SKILL.md covers Actions and Transversal rules
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
- Verify a defect
What it does
09 Defect is an agent skill from ai-driven-dev/framework. Produces or refines a backlog Defect from an observed product mismatch. Use when the user wants to report, assess, link, order, transition, or verify a defect. Not for incident response, debugging, or implementation.
Its SKILL.md is about 320 tokens, which your agent loads only when the skill is triggered. The skill folder holds 13 other files, including reference files and assets (for example `actions/01-capture.md`, `actions/02-assess.md` and `actions/03-finalize.md`).
It sits in DevOps & Cloud, covering Incident response. The repository describes itself as: Marketplace Framework AI-Driven Dev : Context Engineering, Plugins, Agents, Skills, Hooks, Templates, SDLC. The licence is MIT.
When your agent uses it
- The user wants to report
- Verify a defect
Example prompts
- “Use the 09-defect skill to produce or refines a backlog Defect from an observed product mismatch”
- “/09-defect”
What it can do on your machine
Read from SKILL.md and the folder at commit 6e30640. 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 (its code samples are mermaid).
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
09 Defect loads about 321 tokens when it runs, and up to ~1.2k if it reads all its reference files. Until then it costs about 57 tokens; SKILL.md has 82 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 ai-driven-dev/framework at commit 6e30640, republished under its MIT licence (© ai-driven-dev). 82 words, ~321 tokens.
Download SKILL.mdSave it as
.claude/skills/09-defect/SKILL.md (or your agent's skills folder). This skill also uses 10 other files; get the full folder from GitHub.- name
- 09-defect
- description
- Produces or refines a backlog Defect from an observed product mismatch. Use when the user wants to report, assess, link, order, transition, or verify a defect. Not for incident response, debugging, or implementation.
- argument-hint
- report | defect
Defect
flowchart LR
source([report or Defect]) --> capture --> assess --> finalize
source -->|"already persisted"| finalize
assess -->|"revise"| capture
finalize -->|"revise"| capture
finalize -->|"authorized"| done([Defect])Actions
Run the flow above. Read only the next action file.
| Action | Does |
|---|---|
| capture | frame one observed product mismatch |
| assess | establish evidence, impact, and readiness |
| finalize | persist or transition the Defect |
Transversal rules
- Keep product and lifecycle decisions with the user.
- Separate evidence, decisions, and assumptions.
- Preserve source links and existing edits.
- Ask natural questions; never expose actions, references, or unchanged state.
- Require explicit approval or caller-provided bounded authority before any write.
- Record the mismatch; never diagnose or implement its fix.
© ai-driven-dev, 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 10 other files (references, assets) in plugins/aidd-pm/skills/09-defect of ai-driven-dev/framework.
- SKILL.md
- actions/01-capture.md
- actions/02-assess.md
- actions/03-finalize.md
- assets/defect-template.md
- references/handoffs.md
- references/lifecycle.md
- references/persistence.md
- references/qualification.md
- references/readiness.md
- references/relations.md
Open the folder on GitHubat commit 6e30640
Compare with similar skills
09 Defect 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 |
|---|---|---|---|---|---|---|
| 09 Defect this skillai-driven-dev/framework | 513 | — | ~321 | Automated safety check: Pass | MIT | |
| Incident Triage Harnessmadebyaris/advance-minimax-m3-cursor-rules | 126 | — | ~984 | Automated safety check: Pass | MIT | |
| Broken API InterviewerPrepLabsAI/InterviewMentor | 112 | — | ~2.6k | Automated safety check: Pass | MIT | |
| Post-Incident DebriefVeryGoodOpenSource/vgv-wingspan | 109 | — | ~1.9k | Automated safety check: Pass | MIT | |
| Conducting Post Incident Lessons Learnedmukul975/Anthropic-Cybersecurity-Skills | 34k | — | ~1.7k | Automated safety check: Pass | Apache-2.0 | |
| Incident Response Smart Fixaiskillstore/marketplace | 430 | 7 repos | ~923 | Automated safety check: Pass | None |
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Broken API Interviewer
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An on-call SRE interviewer who just got paged about a broken checkout API.
Post-Incident Debrief
VeryGoodOpenSource/vgv-wingspan
Produces a blameless post-incident debrief with timeline, root cause and follow-up actions after an outage, failed release or significant bug, while details are fresh.
Conducting Post Incident Lessons Learned
mukul975/Anthropic-Cybersecurity-Skills
Facilitate structured post-incident reviews to identify root causes, document what worked and failed, and produce actionable recommendations to improve future incident response.
Incident Response Smart Fix
aiskillstore/marketplace
[Extended thinking: This workflow implements a sophisticated debugging and resolution pipeline that leverages AI-assisted debugging tools and observability platforms to systematically diagnose and res
Deployment Rollback Interviewer
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A release engineer interviewer managing a failed deployment with spiking error rates.
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Related
Categories
Questions about 09 Defect
What does 09 Defect do?
Produces or refines a backlog Defect from an observed product mismatch. 09 Defect is an agent skill from ai-driven-dev/framework. Produces or refines a backlog Defect from an observed product mismatch.
When should I use 09 Defect?
09 Defect fits situations like: the user wants to report; verify a defect.
How do I install 09 Defect in Claude Code?
Run `npx skills add ai-driven-dev/framework --skill 09-defect -a claude-code`. Or copy the skill folder (plugins/aidd-pm/skills/09-defect in ai-driven-dev/framework) into .claude/skills/09-defect in your project. Claude Code loads it when a task matches its description.
How do I install 09 Defect in Codex?
Run `npx skills add ai-driven-dev/framework --skill 09-defect -a codex`. Or copy the skill folder (plugins/aidd-pm/skills/09-defect in ai-driven-dev/framework) into .agents/skills/09-defect in your project. Codex loads it when a task matches its description.
Can I use 09 Defect 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 ai-driven-dev/framework --skill 09-defect -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/09-defect, .gemini/skills/09-defect, .github/skills/09-defect and .opencode/skills/09-defect in your project.
What does 09 Defect need to run?
SKILL.md names no scripts, command-line tools or credentials: 09 Defect is instructions for the agent only.
Does 09 Defect 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 09 Defect 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 09 Defect use?
09 Defect 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 09 Defect use?
About 321 tokens (SKILL.md is roughly 1.3k 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 900 tokens, read only when the agent opens those files.
What are the alternatives to 09 Defect?
Skills that share tags, products or a category with 09 Defect: Incident Triage Harness (madebyaris/advance-minimax-m3-cursor-rules, 126 stars), Broken API Interviewer (PrepLabsAI/InterviewMentor, 112 stars), Post-Incident Debrief (VeryGoodOpenSource/vgv-wingspan, 109 stars) and Conducting Post Incident Lessons Learned (mukul975/Anthropic-Cybersecurity-Skills, 34k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains 09 Defect?
ai-driven-dev (a GitHub organization) maintains it in ai-driven-dev/framework, which has 513 GitHub stars. The repository holds 46 skills in this directory. The repository was last updated on October 8, 2026.
Source: ai-driven-dev/framework on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.