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.
Pure Claude code investigation. An agent skill from sd0xdev/sd0x-harness.
$ npx skills add sd0xdev/sd0x-harness --skill code-explore -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install sd0xdev/sd0x-harness code-explore --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/sd0xdev/sd0x-harness.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/code-explore .claude/skills/code-explore && 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 "code-explore" agent skill from https://github.com/sd0xdev/sd0x-harness/tree/main/skills/code-explore into .claude/skills/code-explore/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "code-explore", 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/sd0xdev/sd0x-harness/tree/main/skills/code-exploreType 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 sd0xdev/sd0x-harness --skill code-explore -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install sd0xdev/sd0x-harness code-explore --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/sd0xdev/sd0x-harness.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/code-explore .agents/skills/code-explore && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "code-explore" agent skill from https://github.com/sd0xdev/sd0x-harness/tree/main/skills/code-explore into .agents/skills/code-explore/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "code-explore", 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 sd0xdev/sd0x-harness --skill code-explore -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install sd0xdev/sd0x-harness code-explore --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/sd0xdev/sd0x-harness.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/code-explore .cursor/skills/code-explore && 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 "code-explore" agent skill from https://github.com/sd0xdev/sd0x-harness/tree/main/skills/code-explore into .cursor/skills/code-explore/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "code-explore", 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/sd0xdev/sd0x-harness.git --path skills/code-explore--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 sd0xdev/sd0x-harness --skill code-explore -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install sd0xdev/sd0x-harness code-explore --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/sd0xdev/sd0x-harness.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/code-explore .gemini/skills/code-explore && 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 "code-explore" agent skill from https://github.com/sd0xdev/sd0x-harness/tree/main/skills/code-explore into .gemini/skills/code-explore/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "code-explore", 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 sd0xdev/sd0x-harness code-exploreInstalls 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 sd0xdev/sd0x-harness --skill code-explore -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/sd0xdev/sd0x-harness.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/code-explore .github/skills/code-explore && 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 "code-explore" agent skill from https://github.com/sd0xdev/sd0x-harness/tree/main/skills/code-explore into .github/skills/code-explore/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "code-explore", 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 sd0xdev/sd0x-harness --skill code-explore -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install sd0xdev/sd0x-harness code-explore --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/sd0xdev/sd0x-harness.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/code-explore .opencode/skills/code-explore && 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 "code-explore" agent skill from https://github.com/sd0xdev/sd0x-harness/tree/main/skills/code-explore into .opencode/skills/code-explore/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "code-explore", 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.
code-explorePure Claude code investigation. An agent skill from sd0xdev/sd0x-harness.
Code Explore is an agent skill from sd0xdev/sd0x-harness. Pure Claude code investigation. Use when: tracing execution paths, understanding architecture, diagnosing issues. Not for: dual-perspective review (use code-investigate), code review (use codex-code-review). Output: analysis report with findings.
Its SKILL.md is about 1.5k tokens, which your agent loads only when the skill is triggered. The skill folder holds 2 other files, including reference files (for example `references/search-patterns.md`).
It sits in Development, covering Code review. The repository describes itself as: The harness layer for Claude Code — a reference implementation of harness engineering with hook-enforced dual review, state-machine gates that survive context compaction, and… The licence is MIT.
Read from SKILL.md and the folder at commit c9a2036. It shows what the files ask for, not the result of running them.
Pre-approves these tools, so the agent can use them without asking each time:
ReadGrepGlobBash(ls:*)Bash(find:*)From allowed-tools in the SKILL.md frontmatter.
No scripts in the folder and no shell commands in SKILL.md (its code samples are markdown).
From the folder's file list and the shell code blocks in SKILL.md.
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Code Explore loads about 1.5k tokens when it runs, and up to ~2k if it reads all its reference files. Until then it costs about 65 tokens; SKILL.md has 166 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.
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.
The full file from sd0xdev/sd0x-harness at commit c9a2036, republished under its MIT licence (© sd0xdev). 166 words, ~1,454 tokens.
.claude/skills/code-explore/SKILL.md (or your agent's skills folder). This skill also uses 1 other file; get the full folder from GitHub.| Scenario | Alternative |
|---|---|
| Need dual confirmation | /code-investigate (Claude + Codex) |
| Git history tracking | /git-investigate |
| System verification | /feature-verify |
| Code review | /codex-review-fast |
┌──────────────────────────────────────────────────────────┐
│ Phase 1: Locate Entry Point │
├──────────────────────────────────────────────────────────┤
│ 1. Grep keywords -> find related files │
│ 2. Identify entry points (Controller / Service / Provider) │
│ 3. Build file list │
└──────────────────────────────────────────────────────────┘
↓
┌──────────────────────────────────────────────────────────┐
│ Phase 2: Trace Path │
├──────────────────────────────────────────────────────────┤
│ 1. Start from entry point, Read │
│ 2. Identify dependencies -> continue tracing │
│ 3. Map call chain (A -> B -> C) │
└──────────────────────────────────────────────────────────┘
↓
┌──────────────────────────────────────────────────────────┐
│ Phase 3: Understand Logic │
├──────────────────────────────────────────────────────────┤
│ 1. What is the core logic? │
│ 2. How does data flow? │
│ 3. Error handling mechanisms? │
│ 4. Key decision points? │
└──────────────────────────────────────────────────────────┘
↓
┌──────────────────────────────────────────────────────────┐
│ Phase 4: Output Report │
├──────────────────────────────────────────────────────────┤
│ 1. Architecture overview (diagram / table) │
│ 2. Key files list │
│ 3. Execution flow │
│ 4. Findings / notes │
└──────────────────────────────────────────────────────────┘| Target | Strategy |
|---|---|
| Feature entry | Grep "export class.*Controller" / Grep "@Get|@Post" |
| Service layer | Grep "export class.*Service" |
| Provider layer | Glob "src/provider/**/*.ts" |
| Configuration | Read {CONFIG_FILE} |
| Data models | Glob "src/model/**/*.ts" |
## Investigation Report: {Topic}
### Architecture Overview
{ASCII or Mermaid diagram}
### Key Files
| File | Responsibility |
| ----------------- | -------------- |
| `path/to/file.ts` | Description |
### Execution Flow
1. {Step 1}
2. {Step 2}
3. ...
### Data Flow
{Describe how data flows}
### Findings
- {Important finding 1}
- {Important finding 2}
### Notes
- {Potential issue / edge case}references/search-patterns.md — Common search patterns for codebase exploration (read when building search strategy)Input: Investigate how user data queries work
Phase 1: Grep "balance" -> find UserService, UserController
Phase 2: Controller -> Service -> Provider call chain
Phase 3: Understand query + cache mechanism
Phase 4: Output report + flow diagramInput: Why does this API sometimes return empty?
Phase 1: Grep "getData" + "cache" -> related files
Phase 2: Trace data retrieval path
Phase 3: Identify fallback logic + timeout handling
Phase 4: List possible causes + recommendationsInput: What is the overall architecture of the user module?
Phase 1: Glob "src/**/*user*" -> list all related files
Phase 2: Identify layer relationships (Controller -> Service -> Provider)
Phase 3: Understand each layer's responsibilities
Phase 4: Output architecture diagram + module description| Dimension | code-explore | code-investigate |
|---|---|---|
| Speed | Fast (single view) | Slow (dual view) |
| Confirmation | Single perspective | Cross-validation |
| Tools | Pure Claude | Claude + Codex |
| Use case | Quick investigation | Important decisions |
© sd0xdev, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
SKILL.md and 1 other file (references) in skills/code-explore of sd0xdev/sd0x-harness.
Open the folder on GitHubat commit c9a2036
Code Explore 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 |
|---|---|---|---|---|---|---|
| Code Explore this skillsd0xdev/sd0x-harness | 192 | — | ~1.5k | Automated safety check: Pass | MIT | |
| PR Babysitteropeninterpreter/openinterpreter | 69k | 3 repos | ~4.2k | Automated safety check: Pass | Apache-2.0 | |
| Code Review ChecklistshareAI-lab/learn-claude-code | 78k | 5 repos | ~1.1k | Automated safety check: Pass | MIT | |
| Backend Code Reviewlangflow-ai/langflow | 156k | — | ~3.5k | Automated safety check: Notes | MIT | |
| Understand Diff AnalysisEgonex-AI/Understand-Anything | 85k | 1 repos | ~1.4k | Automated safety check: Pass | MIT | |
| Mole Bug Patternstw93/Mole | 69k | — | ~2k | Automated safety check: Pass | GPL-3.0 |
openinterpreter/openinterpreter
Watches an open GitHub pull request until it merges, handling review comments, diagnosing CI failures and retrying flaky checks along the way.
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.
langflow-ai/langflow
Review backend code for quality, security, maintainability, and best practices based on established checklist rules.
Egonex-AI/Understand-Anything
Reads your git changes or a pull request against a prebuilt knowledge graph of the project to explain what changed, which components are affected and what is risky.
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.
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.
sd0xdev/sd0x-harness
Write an Architecture Decision Record (ADR) for a feature — Context / Decision / Status / Consequences / Alternatives, filed as docs/features/<feature/adr-<NNN-<title.md with a 3-digit zero-padded…
sd0xdev/sd0x-harness
Load GitHub PR review comments into AI session — analyze, triage, plan.
sd0xdev/sd0x-harness
Change-aware next step advisor. An agent skill from sd0xdev/sd0x-harness.
sd0xdev/sd0x-harness
Obsidian vault integration via official CLI. An agent skill from sd0xdev/sd0x-harness.
sd0xdev/sd0x-harness
Agent-driven workflow orchestration (v1 report-only). An agent skill from sd0xdev/sd0x-harness.
sd0xdev/sd0x-harness
Post friendly review comments to a GitHub PR — prepare locally, preview, then submit as atomic review.
Categories
Pure Claude code investigation. An agent skill from sd0xdev/sd0x-harness. Code Explore is an agent skill from sd0xdev/sd0x-harness. Pure Claude code investigation.
Code Explore fits situations like: : tracing execution paths; understanding architecture; diagnosing issues.
Run `npx skills add sd0xdev/sd0x-harness --skill code-explore -a claude-code`. Or copy the skill folder (skills/code-explore in sd0xdev/sd0x-harness) into .claude/skills/code-explore in your project. Claude Code loads it when a task matches its description.
Run `npx skills add sd0xdev/sd0x-harness --skill code-explore -a codex`. Or copy the skill folder (skills/code-explore in sd0xdev/sd0x-harness) into .agents/skills/code-explore in your project. Codex loads it when a task matches its description.
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add sd0xdev/sd0x-harness --skill code-explore -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/code-explore, .gemini/skills/code-explore, .github/skills/code-explore and .opencode/skills/code-explore in your project.
SKILL.md names no scripts, command-line tools or credentials: Code Explore is instructions for the agent only. Its frontmatter pre-approves these tools: Read, Grep, Glob, Bash(ls:*), Bash(find:*).
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.
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.
Code Explore is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 1.5k tokens (SKILL.md is roughly 5.8k 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 594 tokens, read only when the agent opens those files.
Skills that share tags, products or a category with Code Explore: PR Babysitter (openinterpreter/openinterpreter, 69k stars), Code Review Checklist (shareAI-lab/learn-claude-code, 78k stars), Backend Code Review (langflow-ai/langflow, 156k stars) and Understand Diff Analysis (Egonex-AI/Understand-Anything, 85k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
sd0xdev (a GitHub user) maintains it in sd0xdev/sd0x-harness, which has 192 GitHub stars. The repository holds 91 skills in this directory. The repository was last updated on October 6, 2026.
Source: sd0xdev/sd0x-harness on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.