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.
Review code for AI slop patterns. An agent skill from archibate/dotfiles-opencode.
Install Review AI Slop
$ npx skills add archibate/dotfiles-opencode --skill review-ai-slop -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install archibate/dotfiles-opencode review-ai-slop --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/archibate/dotfiles-opencode.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/review-ai-slop .claude/skills/review-ai-slop && 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 "review-ai-slop" agent skill from https://github.com/archibate/dotfiles-opencode/tree/main/skills/review-ai-slop into .claude/skills/review-ai-slop/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "review-ai-slop", 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/archibate/dotfiles-opencode/tree/main/skills/review-ai-slopType 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 archibate/dotfiles-opencode --skill review-ai-slop -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install archibate/dotfiles-opencode review-ai-slop --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/archibate/dotfiles-opencode.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/review-ai-slop .agents/skills/review-ai-slop && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "review-ai-slop" agent skill from https://github.com/archibate/dotfiles-opencode/tree/main/skills/review-ai-slop into .agents/skills/review-ai-slop/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "review-ai-slop", 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 archibate/dotfiles-opencode --skill review-ai-slop -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install archibate/dotfiles-opencode review-ai-slop --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/archibate/dotfiles-opencode.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/review-ai-slop .cursor/skills/review-ai-slop && 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 "review-ai-slop" agent skill from https://github.com/archibate/dotfiles-opencode/tree/main/skills/review-ai-slop into .cursor/skills/review-ai-slop/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "review-ai-slop", 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/archibate/dotfiles-opencode.git --path skills/review-ai-slop--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 archibate/dotfiles-opencode --skill review-ai-slop -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install archibate/dotfiles-opencode review-ai-slop --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/archibate/dotfiles-opencode.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/review-ai-slop .gemini/skills/review-ai-slop && 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 "review-ai-slop" agent skill from https://github.com/archibate/dotfiles-opencode/tree/main/skills/review-ai-slop into .gemini/skills/review-ai-slop/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "review-ai-slop", 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 archibate/dotfiles-opencode review-ai-slopInstalls 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 archibate/dotfiles-opencode --skill review-ai-slop -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/archibate/dotfiles-opencode.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/review-ai-slop .github/skills/review-ai-slop && 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 "review-ai-slop" agent skill from https://github.com/archibate/dotfiles-opencode/tree/main/skills/review-ai-slop into .github/skills/review-ai-slop/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "review-ai-slop", 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 archibate/dotfiles-opencode --skill review-ai-slop -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install archibate/dotfiles-opencode review-ai-slop --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/archibate/dotfiles-opencode.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/review-ai-slop .opencode/skills/review-ai-slop && 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 "review-ai-slop" agent skill from https://github.com/archibate/dotfiles-opencode/tree/main/skills/review-ai-slop into .opencode/skills/review-ai-slop/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "review-ai-slop", 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
review-ai-slop- GitHub stars
- 108
- Token cost
- ~971 tokens
- SKILL.md length
- 444 words
- Files
- 1
- Skills in repo
- 34
- Repo updated
- First seen
- Licence
- None found
At a glance
Review code for AI slop patterns. An agent skill from archibate/dotfiles-opencode.
- Works in 10 steps: Swallowing exceptions → Dictionary defaults on required fields → Null coalescing to fabricate data → …
- User says review for AI slop
- SKILL.md covers A. Defensive Programming, B. Over-Engineering, C. Unnecessary Infrastructure and D. Code Bloat, plus 3 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Review AI Slop is an agent skill from archibate/dotfiles-opencode. Review code for AI slop patterns. TRIGGER when user says "review for AI slop", "check for AI patterns", "clean up AI code", "audit AI-generated code", or "review AI slop".
Its SKILL.md is about 970 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, covering Code review. The repository describes itself as: Archibate's personal configuration for OpenCode.
When your agent uses it
- User says review for AI slop
- Check for AI patterns
- Clean up AI code
- Audit AI-generated code
Example prompts
- “review for AI slop”
- “check for AI patterns”
- “clean up AI code”
- “/review-ai-slop”
Workflow steps
10 steps, taken from the first numbered list in SKILL.md.
- Swallowing exceptions
- Dictionary defaults on required fields
- Null coalescing to fabricate data
- Type coercion instead of validation
- Compatibility shims
- Unnecessary null checks
- Catch-all exception handlers
- Over-validation at internal boundaries
- Fabricated default values
- Logging warnings instead of raising
What it can do on your machine
Read from SKILL.md and the folder at commit 46b6b23. 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
Review AI Slop loads about 971 tokens when it runs. Until then it costs about 47 tokens; SKILL.md has 444 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 444 words (~971 tokens).
“Review the specified code for AI-generated slop patterns.”
- name
- review-ai-slop
- disable-model-invocation
- true
- user-invocable
- true
Files
Just SKILL.md in skills/review-ai-slop of archibate/dotfiles-opencode.
Open the folder on GitHubat commit 46b6b23
Compare with similar skills
Review AI Slop 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 |
|---|---|---|---|---|---|---|
| Review AI Slop this skillarchibate/dotfiles-opencode | 108 | — | ~971 | Automated safety check: Pass | None | |
| PR Babysitteropeninterpreter/openinterpreter | 69k | 3 repos | ~4.2k | Automated safety check: Pass | Apache-2.0 | |
| Code Review ChecklistshareAI-lab/learn-claude-code | 78k | 4 repos | ~1.1k | Automated safety check: Pass | MIT | |
| Backend Code Reviewlangflow-ai/langflow | 155k | — | ~3.5k | Automated safety check: Notes | MIT | |
| Mole Bug Patternstw93/Mole | 70k | — | ~2k | Automated safety check: Pass | GPL-3.0 | |
| Backend Code Reviewlanggenius/dify | 158k | — | ~676 | Automated safety check: Pass | Custom licence |
Similar skills
Code Review Checklist
shareAI-lab/learn-claude-code
Reviews code against a five-part checklist covering security, correctness, performance, maintainability and testing, and reports findings in a fixed format.
Backend Code Review
langflow-ai/langflow
Review backend code for quality, security, maintainability, and best practices based on established checklist rules.
Mole Bug Patterns
tw93/Mole
A catalog of recurring bug shapes in the Mole Mac cleaner, used to review safety-sensitive diffs for deletion safety, unbounded commands, shell traps and weak tests.
Backend Code Review
langgenius/dify
Reviews backend code under api/ for concrete, reproducible defects, routes to rule packs for architecture, schema, repositories and SQLAlchemy, and ranks findings from P0 to P3.
WooCommerce Code Review
woocommerce/woocommerce
Reviews WooCommerce code changes against the project's standards, flagging backend PHP architecture, naming, documentation, data integrity and testing violations.
More from archibate/dotfiles-opencode
All 34 skills in this repoGlm Vision
archibate/dotfiles-opencode
This skill should be used when the user sends an image and asks to "analyze this image", "describe this picture", "what's in this image", or any request requiring visual understanding of images.
Pueue
archibate/dotfiles-opencode
This skill should be used before running non-interactive long-running tasks, computation intensive tasks, background tasks, or needs guidance on the pueue CLI tool usage.
Bilibili API
archibate/dotfiles-opencode
This skill should be used when the user asks to "use bilibili API", "download bilibili video", "get bilibili user info", "list bilibili favorites", "send bilibili danmaku", "upload video to…
Show Image
archibate/dotfiles-opencode
Show images in terminal using the Kitty image protocol. An agent skill from archibate/dotfiles-opencode.
Show Image
archibate/dotfiles-opencode
Show images in terminal using the Kitty image protocol. An agent skill from archibate/dotfiles-opencode.
Tmux
archibate/dotfiles-opencode
Remote control tmux sessions for interactive CLIs (python, gdb, etc.) by sending keystrokes and scraping pane output.
Related
Categories
Questions about Review AI Slop
What does Review AI Slop do?
Review code for AI slop patterns. An agent skill from archibate/dotfiles-opencode. Review AI Slop is an agent skill from archibate/dotfiles-opencode. Review code for AI slop patterns.
When should I use Review AI Slop?
Review AI Slop fits situations like: user says review for AI slop; check for AI patterns; clean up AI code; audit AI-generated code.
How do I install Review AI Slop in Claude Code?
Run `npx skills add archibate/dotfiles-opencode --skill review-ai-slop -a claude-code`. Or copy the skill folder (skills/review-ai-slop in archibate/dotfiles-opencode) into .claude/skills/review-ai-slop in your project. Claude Code loads it when a task matches its description.
How do I install Review AI Slop in Codex?
Run `npx skills add archibate/dotfiles-opencode --skill review-ai-slop -a codex`. Or copy the skill folder (skills/review-ai-slop in archibate/dotfiles-opencode) into .agents/skills/review-ai-slop in your project. Codex loads it when a task matches its description.
Can I use Review AI Slop 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 archibate/dotfiles-opencode --skill review-ai-slop -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/review-ai-slop, .gemini/skills/review-ai-slop, .github/skills/review-ai-slop and .opencode/skills/review-ai-slop in your project.
What does Review AI Slop need to run?
SKILL.md names no scripts, command-line tools or credentials: Review AI Slop is instructions for the agent only.
Does Review AI Slop 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 Review AI Slop 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 Review AI Slop use?
No licence was found for Review AI Slop or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
How many tokens does Review AI Slop use?
About 971 tokens (SKILL.md is roughly 3.9k 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 Review AI Slop?
Skills that share tags, products or a category with Review AI Slop: PR Babysitter (openinterpreter/openinterpreter, 69k stars), Code Review Checklist (shareAI-lab/learn-claude-code, 78k stars), Backend Code Review (langflow-ai/langflow, 155k stars) and Mole Bug Patterns (tw93/Mole, 70k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Review AI Slop?
archibate (a GitHub user) maintains it in archibate/dotfiles-opencode, which has 108 GitHub stars. The repository holds 34 skills in this directory. The repository was last updated on April 29, 2026.
Source: archibate/dotfiles-opencode on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.