Evidence-Driven Testing
michaelshimeles/skills
Records an annotated screen recording of the agent testing an app hands-on, then posts the video and a results summary to the PR and tracker issue.
Exploratory QA for debbie.codes. An agent skill from debs-obrien/debbie.codes.
Install Site Bug Hunt
$ npx skills add debs-obrien/debbie.codes --skill site-bug-hunt -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install debs-obrien/debbie.codes site-bug-hunt --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/debs-obrien/debbie.codes.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.agents/skills/site-bug-hunt .claude/skills/site-bug-hunt && 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 "site-bug-hunt" agent skill from https://github.com/debs-obrien/debbie.codes/tree/main/.agents/skills/site-bug-hunt into .claude/skills/site-bug-hunt/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "site-bug-hunt", 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/debs-obrien/debbie.codes/tree/main/.agents/skills/site-bug-huntType 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 debs-obrien/debbie.codes --skill site-bug-hunt -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install debs-obrien/debbie.codes site-bug-hunt --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/debs-obrien/debbie.codes.git skills-src && mkdir -p .agents/skills && cp -r skills-src/.agents/skills/site-bug-hunt .agents/skills/site-bug-hunt && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "site-bug-hunt" agent skill from https://github.com/debs-obrien/debbie.codes/tree/main/.agents/skills/site-bug-hunt into .agents/skills/site-bug-hunt/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "site-bug-hunt", 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 debs-obrien/debbie.codes --skill site-bug-hunt -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install debs-obrien/debbie.codes site-bug-hunt --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/debs-obrien/debbie.codes.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/.agents/skills/site-bug-hunt .cursor/skills/site-bug-hunt && 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 "site-bug-hunt" agent skill from https://github.com/debs-obrien/debbie.codes/tree/main/.agents/skills/site-bug-hunt into .cursor/skills/site-bug-hunt/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "site-bug-hunt", 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/debs-obrien/debbie.codes.git --path .agents/skills/site-bug-hunt--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 debs-obrien/debbie.codes --skill site-bug-hunt -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install debs-obrien/debbie.codes site-bug-hunt --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/debs-obrien/debbie.codes.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/.agents/skills/site-bug-hunt .gemini/skills/site-bug-hunt && 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 "site-bug-hunt" agent skill from https://github.com/debs-obrien/debbie.codes/tree/main/.agents/skills/site-bug-hunt into .gemini/skills/site-bug-hunt/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "site-bug-hunt", 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 debs-obrien/debbie.codes site-bug-huntInstalls 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 debs-obrien/debbie.codes --skill site-bug-hunt -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/debs-obrien/debbie.codes.git skills-src && mkdir -p .github/skills && cp -r skills-src/.agents/skills/site-bug-hunt .github/skills/site-bug-hunt && 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 "site-bug-hunt" agent skill from https://github.com/debs-obrien/debbie.codes/tree/main/.agents/skills/site-bug-hunt into .github/skills/site-bug-hunt/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "site-bug-hunt", 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 debs-obrien/debbie.codes --skill site-bug-hunt -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install debs-obrien/debbie.codes site-bug-hunt --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/debs-obrien/debbie.codes.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/.agents/skills/site-bug-hunt .opencode/skills/site-bug-hunt && 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 "site-bug-hunt" agent skill from https://github.com/debs-obrien/debbie.codes/tree/main/.agents/skills/site-bug-hunt into .opencode/skills/site-bug-hunt/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "site-bug-hunt", 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
site-bug-hunt- GitHub stars
- 142
- Token cost
- ~1.2k tokens
- SKILL.md length
- 518 words
- Files
- 4 (incl. references)
- Skills in repo
- 4
- Repo updated
- First seen
- Licence
- None found
At a glance
Exploratory QA for debbie.codes. An agent skill from debs-obrien/debbie.codes.
- Works in 6 steps: classification=bug → confidence=high → Severity is blocker or major (or minor… → …
- The user asks to bug-hunt
- SKILL.md covers Quick start (local), Modes, Tooling and Targets, plus 6 more sections
- Calls gh and npm; reaches debbie.codes
What it does
Site Bug Hunt is an agent skill from debs-obrien/debbie.codes. Exploratory QA for debbie.codes. Use when the user asks to bug-hunt, explore the site for bugs, do exploratory testing, smoke the site, or find broken journeys. Local default: write qa/bug-candidates only. CI mode (SITEBUGHUNTMODE=ci) or explicit "file issues": create high-confidence GitHub issues. Does not fix code (hand off to site-bugfix).
Its SKILL.md is about 1.2k tokens, which your agent loads only when the skill is triggered. The skill folder holds 4 other files, including reference files (for example `references/candidate-template.md`, `references/honesty.md` and `references/journeys.md`).
It sits in Testing & QA, covering QA and bug reports. It works with GitHub, Vue.js, Nuxt and Playwright. The repository describes itself as: My website built in Nuxt and using Nuxt Content. Feel free to clone it and play around with it.
When your agent uses it
- The user asks to bug-hunt
- Explore the site for bugs
- Do exploratory testing
- Find broken journeys
Example prompts
- “file issues”
- “/site-bug-hunt”
Workflow steps
6 steps, taken from the first numbered list in SKILL.md.
- classification=bug
- confidence=high
- Severity is blocker or major (or minor if SITE_BUG_HUNT_ALLOW_MINOR=1)
- Reproduced in this run
- No open issue already contains the same fingerprint
- Under the max-issues cap for this run
What it can do on your machine
Read from SKILL.md and the folder at commit bf5bb33. 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
Shell commands in SKILL.md call:
ghnpm
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:
debbie.codes
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
Site Bug Hunt loads about 1.2k tokens when it runs, and up to ~2.1k if it reads all its reference files. Until then it costs about 90 tokens; SKILL.md has 518 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
Without a licence we can't republish the file, so here is its outline and opening line. It has 518 words (~1,221 tokens).
“Exploratory QA for this Nuxt Content site. Find and document user-impacting bugs. Do not change product code (use site-bugfix for that).”
- name
- site-bug-hunt
Files
SKILL.md and 3 other files (references) in .agents/skills/site-bug-hunt of debs-obrien/debbie.codes.
- SKILL.md
- references/candidate-template.md
- references/honesty.md
- references/journeys.md
Open the folder on GitHubat commit bf5bb33
Compare with similar skills
Site Bug Hunt 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 |
|---|---|---|---|---|---|---|
| Site Bug Hunt this skilldebs-obrien/debbie.codes | 142 | — | ~1.2k | Automated safety check: Pass | None | |
| Evidence-Driven Testingmichaelshimeles/skills | 1.3k | 1 repos | ~3.9k | Automated safety check: Pass | None | |
| Testing Course Samplesmicrosoft/ai-agents-for-beginners | 77k | — | ~1.1k | Automated safety check: Notes | MIT | |
| Testing Course Samplesmicrosoft/ai-agents-for-beginners | 77k | — | ~1.3k | Automated safety check: Notes | MIT | |
| Testing Course Samplesmicrosoft/ai-agents-for-beginners | 77k | — | ~1.3k | Automated safety check: Notes | MIT | |
| Testing Course Samplesmicrosoft/ai-agents-for-beginners | 77k | — | ~1.5k | Automated safety check: Notes | MIT |
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More from debs-obrien/debbie.codes
Add Content
debs-obrien/debbie.codes
Adds videos, blog posts, or podcasts to the debbie.codes website by extracting metadata from a URL, creating a content file with frontmatter, and opening a PR.
Site Bugfix
debs-obrien/debbie.codes
Reproduce and fix a debbie.codes site bug with browser proof and a Playwright regression when useful.
Verify Debbie Codes
debs-obrien/debbie.codes
Drive the live debbie.codes Nuxt site (web UI) the way a user does via Playwright — launch the dev server, doctor health, exercise mapped features, capture screenshots/ARIA evidence, and clean up.
Related
Works with
Categories
Questions about Site Bug Hunt
What does Site Bug Hunt do?
Exploratory QA for debbie.codes. An agent skill from debs-obrien/debbie.codes. codes.codes.
When should I use Site Bug Hunt?
Site Bug Hunt fits situations like: the user asks to bug-hunt; explore the site for bugs; do exploratory testing; find broken journeys.
How do I install Site Bug Hunt in Claude Code?
Run `npx skills add debs-obrien/debbie.codes --skill site-bug-hunt -a claude-code`. Or copy the skill folder (.agents/skills/site-bug-hunt in debs-obrien/debbie.codes) into .claude/skills/site-bug-hunt in your project. Claude Code loads it when a task matches its description.
How do I install Site Bug Hunt in Codex?
Run `npx skills add debs-obrien/debbie.codes --skill site-bug-hunt -a codex`. Or copy the skill folder (.agents/skills/site-bug-hunt in debs-obrien/debbie.codes) into .agents/skills/site-bug-hunt in your project. Codex loads it when a task matches its description.
Can I use Site Bug Hunt 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 debs-obrien/debbie.codes --skill site-bug-hunt -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/site-bug-hunt, .gemini/skills/site-bug-hunt, .github/skills/site-bug-hunt and .opencode/skills/site-bug-hunt in your project.
What does Site Bug Hunt need to run?
Going by SKILL.md and its folder, Site Bug Hunt needs the command-line tools its instructions call (gh and npm).
Does Site Bug Hunt access the network?
SKILL.md names 1 domain. In commands or code: debbie.codes; the agent is likely to contact it when it follows the instructions. This is read from the text; nothing was executed.
Is Site Bug Hunt 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 Site Bug Hunt use?
No licence was found for Site Bug Hunt or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
How many tokens does Site Bug Hunt use?
About 1.2k tokens (SKILL.md is roughly 4.9k 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 894 tokens, read only when the agent opens those files.
What are the alternatives to Site Bug Hunt?
Skills that share tags, products or a category with Site Bug Hunt: Evidence-Driven Testing (michaelshimeles/skills, 1.3k stars), Testing Course Samples (microsoft/ai-agents-for-beginners, 77k stars), Testing Course Samples (microsoft/ai-agents-for-beginners, 77k stars) and Testing Course Samples (microsoft/ai-agents-for-beginners, 77k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Site Bug Hunt?
debs-obrien (a GitHub user) maintains it in debs-obrien/debbie.codes, which has 142 GitHub stars. The repository holds 4 skills in this directory. The repository was last updated on October 8, 2026.
Source: debs-obrien/debbie.codes on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.