Oss Hunter

1---
2name: oss-hunter
3description: Automatically hunt for high-impact OSS contribution opportunities in trending repositories.
4risk: safe
5source: https://github.com/jackjin1997/ClawForge
6metadata: {"openclaw":{"emoji":"🎯","category":"developer"}}
7---
8 
9# OSS Hunter 🎯
10 
11A 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.
12 
13## When to Use
14 
15- Use when the user asks to find open source issues to work on.
16- Use when searching for "help wanted" or "good first issue" tasks in specific domains like AI or Web3.
17- Use to generate a "Contribution Dossier" with ready-to-execute strategies for trending projects.
18 
19## Quick Start
20 
21Ask your agent:
22- "Find me some help-wanted issues in trending AI repositories."
23- "Hunt for bug fixes in langchain-ai/langchain that are suitable for a quick PR."
24- "Generate a contribution dossier for the most recent trending projects on GitHub."
25 
26## Workflow
27 
28When hunting for contributions, the agent follows this multi-stage protocol:
29 
30### Phase 1: Repository Discovery
31Use `web_search` or `gh api` to find trending repositories.
32Focus on:
33- Stars > 1000
34- Recent activity (pushed within 24 hours)
35- Relevant topics (AI, Agentic, Web3, Tooling)
36 
37### Phase 2: Issue Extraction
38Search for specific labels:
39- `help-wanted`
40- `good-first-issue`
41- `bug`
42- `v1` / `roadmap`
43 
44```bash
45gh issue list --repo owner/repo --label "help wanted" --limit 10
46```
47 
48### Phase 3: Feasibility Analysis
49Analyze the issue:
501. **Reproducibility**: Is there a code snippet to reproduce the bug?
512. **Impact**: How many users does this affect?
523. **Mergeability**: Check recent PR history. Does the maintainer merge community PRs quickly?
534. **Complexity**: Can this be solved by an agent with the current tools?
54 
55### Phase 4: The Dossier
56Generate a structured report for the human:
57- **Project Name & Stars**
58- **Issue Link & Description**
59- **Root Cause Analysis** (based on code inspection)
60- **Proposed Fix Strategy**
61- **Confidence Score** (1-10)
62 
63## Limitations
64 
65- Accuracy depends on the availability of `gh` CLI or `web_search` tools.
66- Analysis is limited by context window when reading very large repositories.
67- Cannot guarantee PR acceptance (maintainer discretion).
68 
69---
70 
71## Contributing to the Matrix
72 
73Build a better hunter by adding new heuristics to Phase 3. Submit your improvements to the [ClawForge](https://github.com/jackjin1997/ClawForge).
74 
75*Powered by OpenClaw & ClawForge.*
76