sickn33 / oss-hunter
Install for your project team
Run this command in your project directory to install the skill for your entire team:
mkdir -p .claude/skills/oss-hunter && curl -L -o skill.zip "https://fastmcp.me/Skills/Download/3438" && unzip -o skill.zip -d .claude/skills/oss-hunter && rm skill.zipProject Skills
This skill will be saved in .claude/skills/oss-hunter/ and checked into git. All team members will have access to it automatically.
Important: Please verify the skill by reviewing its instructions before using it.
Automatically hunt for high-impact OSS contribution opportunities in trending repositories.
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Skill Content
--- name: oss-hunter description: "Automatically hunt for high-impact OSS contribution opportunities in trending repositories." risk: safe source: "https://github.com/jackjin1997/ClawForge" date_added: "2026-02-27" --- # OSS Hunter 🎯 A precision skill for agents to find, analyze, and strategize for high-impact Open Source contributions. This skill helps you become a top-tier contributor by identifying the most "mergeable" and influential issues in trending repositories. ## When to Use - Use when the user asks to find open source issues to work on. - Use when searching for "help wanted" or "good first issue" tasks in specific domains like AI or Web3. - Use to generate a "Contribution Dossier" with ready-to-execute strategies for trending projects. ## Quick Start Ask your agent: - "Find me some help-wanted issues in trending AI repositories." - "Hunt for bug fixes in langchain-ai/langchain that are suitable for a quick PR." - "Generate a contribution dossier for the most recent trending projects on GitHub." ## Workflow When hunting for contributions, the agent follows this multi-stage protocol: ### Phase 1: Repository Discovery Use `web_search` or `gh api` to find trending repositories. Focus on: - Stars > 1000 - Recent activity (pushed within 24 hours) - Relevant topics (AI, Agentic, Web3, Tooling) ### Phase 2: Issue Extraction Search for specific labels: - `help-wanted` - `good-first-issue` - `bug` - `v1` / `roadmap` ```bash gh issue list --repo owner/repo --label "help wanted" --limit 10 ``` ### Phase 3: Feasibility Analysis Analyze the issue: 1. **Reproducibility**: Is there a code snippet to reproduce the bug? 2. **Impact**: How many users does this affect? 3. **Mergeability**: Check recent PR history. Does the maintainer merge community PRs quickly? 4. **Complexity**: Can this be solved by an agent with the current tools? ### Phase 4: The Dossier Generate a structured report for the human: - **Project Name & Stars** - **Issue Link & Description** - **Root Cause Analysis** (based on code inspection) - **Proposed Fix Strategy** - **Confidence Score** (1-10) ## Limitations - Accuracy depends on the availability of `gh` CLI or `web_search` tools. - Analysis is limited by context window when reading very large repositories. - Cannot guarantee PR acceptance (maintainer discretion). --- ## Contributing to the Matrix Build a better hunter by adding new heuristics to Phase 3. Submit your improvements to the [ClawForge](https://github.com/jackjin1997/ClawForge). *Powered by OpenClaw & ClawForge.*