PR Babysitter
openinterpreter/openinterpreter
Watches an open GitHub pull request until it merges, handling review comments, diagnosing CI failures and retrying flaky checks along the way.
A skill your agent uses when given a GitHub issue number and base branch to implement end-to-end
Install Implement Issue
$ npx skills add aaddrick/claude-pipeline --skill implement-issue -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install aaddrick/claude-pipeline implement-issue --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/aaddrick/claude-pipeline.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.claude/skills/implement-issue .claude/skills/implement-issue && 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 "implement-issue" agent skill from https://github.com/aaddrick/claude-pipeline/tree/main/.claude/skills/implement-issue into .claude/skills/implement-issue/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "implement-issue", 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/aaddrick/claude-pipeline/tree/main/.claude/skills/implement-issueType 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 aaddrick/claude-pipeline --skill implement-issue -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install aaddrick/claude-pipeline implement-issue --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/aaddrick/claude-pipeline.git skills-src && mkdir -p .agents/skills && cp -r skills-src/.claude/skills/implement-issue .agents/skills/implement-issue && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "implement-issue" agent skill from https://github.com/aaddrick/claude-pipeline/tree/main/.claude/skills/implement-issue into .agents/skills/implement-issue/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "implement-issue", 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 aaddrick/claude-pipeline --skill implement-issue -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install aaddrick/claude-pipeline implement-issue --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/aaddrick/claude-pipeline.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/.claude/skills/implement-issue .cursor/skills/implement-issue && 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 "implement-issue" agent skill from https://github.com/aaddrick/claude-pipeline/tree/main/.claude/skills/implement-issue into .cursor/skills/implement-issue/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "implement-issue", 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/aaddrick/claude-pipeline.git --path .claude/skills/implement-issue--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 aaddrick/claude-pipeline --skill implement-issue -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install aaddrick/claude-pipeline implement-issue --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/aaddrick/claude-pipeline.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/.claude/skills/implement-issue .gemini/skills/implement-issue && 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 "implement-issue" agent skill from https://github.com/aaddrick/claude-pipeline/tree/main/.claude/skills/implement-issue into .gemini/skills/implement-issue/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "implement-issue", 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 aaddrick/claude-pipeline implement-issueInstalls 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 aaddrick/claude-pipeline --skill implement-issue -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/aaddrick/claude-pipeline.git skills-src && mkdir -p .github/skills && cp -r skills-src/.claude/skills/implement-issue .github/skills/implement-issue && 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 "implement-issue" agent skill from https://github.com/aaddrick/claude-pipeline/tree/main/.claude/skills/implement-issue into .github/skills/implement-issue/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "implement-issue", 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 aaddrick/claude-pipeline --skill implement-issue -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install aaddrick/claude-pipeline implement-issue --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/aaddrick/claude-pipeline.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/.claude/skills/implement-issue .opencode/skills/implement-issue && 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 "implement-issue" agent skill from https://github.com/aaddrick/claude-pipeline/tree/main/.claude/skills/implement-issue into .opencode/skills/implement-issue/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "implement-issue", 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
implement-issue- GitHub stars
- 130
- Used in
- 1 other repo
- Token cost
- ~889 tokens
- SKILL.md length
- 297 words
- Files
- 1
- Skills in repo
- 12
- Repo updated
- First seen
- Licence
- MIT
At a glance
A skill your agent uses when given a GitHub issue number and base branch to implement end-to-end
- Given a GitHub issue number and base branch to implement end-to-end
- SKILL.md covers Invocation, Monitoring, Stages and Available Implementation Agents, plus 5 more sections
- Calls jq and claude
What it does
Implement Issue is an agent skill from aaddrick/claude-pipeline. Use when given a GitHub issue number and base branch to implement end-to-end
Its SKILL.md is about 890 tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
It sits in Development. It works with GitHub. The repository describes itself as: Portable Claude Code multi-agent pipeline - skills, agents, hooks, orchestration scripts, and quality gates. The licence is MIT.
When your agent uses it
- Given a GitHub issue number and base branch to implement end-to-end
Example prompts
- “/implement-issue”
What it can do on your machine
Read from SKILL.md and the folder at commit 402eac7. 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:
jqclaude
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
Implement Issue loads about 889 tokens when it runs. Until then it costs about 23 tokens; SKILL.md has 297 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 aaddrick/claude-pipeline at commit 402eac7, republished under its MIT licence (© aaddrick). 297 words, ~889 tokens.
Download SKILL.mdSave it as
.claude/skills/implement-issue/SKILL.md (or your agent's skills folder).- name
- implement-issue
- description
- Use when given a GitHub issue number and base branch to implement end-to-end
- argument-hint
- [issue-number] [base-branch]
Implement Issue
End-to-end issue implementation via orchestrator script.
Announce at start: "Using implement-issue to run orchestrator for #$ISSUE against $BRANCH"
Arguments:
$1— GitHub issue number (required)$2— Base branch name (required)
Invocation
Immediately launch the orchestrator:
.claude/scripts/implement-issue-orchestrator.sh \
--issue $ISSUE_NUMBER \
--branch $BASE_BRANCHOr with explicit agent override:
.claude/scripts/implement-issue-orchestrator.sh \
--issue $ISSUE_NUMBER \
--branch $BASE_BRANCH \
--agent bulletproof-frontend-developerMonitoring
Each run creates its own status.json inside the log directory:
# Find the latest run's status file
jq . logs/implement-issue/issue-${ISSUE_NUMBER}-*/status.jsonWatch live:
# Replace with your actual log dir path (shown at startup)
watch -n 5 'jq -c "{state,stage:.current_stage,task:.current_task,quality:.quality_iterations}" logs/implement-issue/issue-123-20260221-153045-12345/status.json'Stages
| Stage | Agent | Description |
|---|---|---|
| setup | default | fetch, worktree, research, evaluate, plan |
| implement | per-task | execute each task from plan |
| task-review | spec-reviewer | verify task achieved goal |
| fix | per-task | address review findings (uses task's agent) |
| simplify | code-simplifier | clean up code |
| test | php-test-validator | run test suite |
| review | code-reviewer | internal code review |
| docs | phpdoc-writer | add PHPDoc blocks |
| pr | default | create/update PR |
| spec-review | spec-reviewer | verify PR achieves issue goals |
| code-review | code-reviewer | final code quality check |
| tech-docs | technical-doc-writer | assess/write/update docs in docs/{domain}/ |
| complete | default | post summary |
Available Implementation Agents
The plan stage selects the best agent per task from:
| Agent | Use For |
|---|---|
| laravel-backend-developer | PHP/Laravel: controllers, models, services, middleware, migrations, API, PHPUnit |
| bulletproof-frontend-developer | CSS, responsive design, Blade templates, frontend code |
| bash-script-craftsman | Shell scripts, portability, BATS tests |
| technical-doc-writer | Architecture docs, design docs, data flows, API contracts in docs/{domain}/ |
Schemas
Located in .claude/scripts/schemas/implement-issue-*.json
Logging
Logs written to logs/implement-issue/issue-N-timestamp/:
orchestrator.log— main logstages/— per-stage Claude outputcontext/— parsed outputs (tasks.json, etc.)status.json— real-time status (primary location, no root-level status.json)
Exit Codes
| Code | Meaning |
|---|---|
| 0 | Success, PR created and approved |
| 1 | Error during a stage |
| 2 | Max iterations exceeded |
| 3 | Configuration/argument error |
CLI Session Isolation
All claude -p invocations in orchestrator scripts must use --no-resume to prevent
session context contamination. Without it, the CLI may resume a cached session and the model
will return "already processed" instead of following the schema prompt — causing "No structured
output" failures.
Exception: Explicit --resume $SESSION_ID after rate limit recovery is intentional and correct.
Integration
Called by handle-issues via batch-orchestrator.sh.
© aaddrick, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Files
Just SKILL.md in .claude/skills/implement-issue of aaddrick/claude-pipeline.
Open the folder on GitHubat commit 402eac7
Used in 1 other repository
We found 1 copy of this SKILL.md (exact, near-identical or edited) in other folders, from 1 other GitHub owner. This page covers the copy in aaddrick/claude-pipeline, which our catalogue first saw on October 7, 2026.
Compare with similar skills
Implement Issue 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 |
|---|---|---|---|---|---|---|
| Implement Issue this skillaaddrick/claude-pipeline | 130 | 1 repos | ~889 | Automated safety check: Pass | MIT | |
| PR Babysitteropeninterpreter/openinterpreter | 69k | 3 repos | ~4.2k | Automated safety check: Pass | Apache-2.0 | |
| Merge Dependabot PRsonyx-dot-app/onyx | 32k | 1 repos | ~2.2k | Automated safety check: Pass | MIT | |
| Android UI Visual Reviewpermissionlesstech/bitchat-android | 7.7k | — | ~2.6k | Automated safety check: Pass | GPL-3.0 | |
| Issue Fixmono/SkiaSharp | 5.6k | — | ~5.1k | Automated safety check: Pass | MIT | |
| Bug Report TriageOrchestratorInc/agent-orchestrator | 13k | — | ~1.8k | Automated safety check: Pass | Apache-2.0 |
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Related
Works with
Categories
Questions about Implement Issue
What does Implement Issue do?
A skill your agent uses when given a GitHub issue number and base branch to implement end-to-end. Implement Issue is an agent skill from aaddrick/claude-pipeline.
When should I use Implement Issue?
Implement Issue fits situations like: given a GitHub issue number and base branch to implement end-to-end.
How do I install Implement Issue in Claude Code?
Run `npx skills add aaddrick/claude-pipeline --skill implement-issue -a claude-code`. Or copy the skill folder (.claude/skills/implement-issue in aaddrick/claude-pipeline) into .claude/skills/implement-issue in your project. Claude Code loads it when a task matches its description.
How do I install Implement Issue in Codex?
Run `npx skills add aaddrick/claude-pipeline --skill implement-issue -a codex`. Or copy the skill folder (.claude/skills/implement-issue in aaddrick/claude-pipeline) into .agents/skills/implement-issue in your project. Codex loads it when a task matches its description.
Can I use Implement Issue 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 aaddrick/claude-pipeline --skill implement-issue -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/implement-issue, .gemini/skills/implement-issue, .github/skills/implement-issue and .opencode/skills/implement-issue in your project.
What does Implement Issue need to run?
Going by SKILL.md and its folder, Implement Issue needs the command-line tools its instructions call (jq and claude).
Does Implement Issue 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 Implement Issue 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 Implement Issue use?
Implement Issue 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 Implement Issue use?
About 889 tokens (SKILL.md is roughly 3.6k 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 Implement Issue?
Skills that share tags, products or a category with Implement Issue: PR Babysitter (openinterpreter/openinterpreter, 69k stars), Merge Dependabot PRs (onyx-dot-app/onyx, 32k stars), Android UI Visual Review (permissionlesstech/bitchat-android, 7.7k stars) and Issue Fix (mono/SkiaSharp, 5.6k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Implement Issue?
aaddrick (a GitHub user) maintains it in aaddrick/claude-pipeline, which has 130 GitHub stars. The repository holds 12 skills in this directory. The repository was last updated on February 25, 2026.
Source: aaddrick/claude-pipeline on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.