ClawOSS
billion-token-one-task/ClawOSS
ClawOSS is an autonomous open-source contributor agent framework designed to maximize merge rates for documentation fixes, typo corrections, test additions, and targeted bug fixes. It utilizes an orchestrator-subagent architecture with continuous web search, rigorous repo health checks, and strict conflict prevention.
Overview
ClawOSS operates as an autonomous multi-agent system optimized for contributing to well-maintained open-source repositories. It employs a main orchestrator alongside persistent background subagents (such as scouts and PR monitors) and concurrent implementation agents. By prioritizing high-probability-of-merge contributions—like typo fixes, documentation updates, and small bug fixes—the system aims to build long-term reputation and trust across a curated list of repositories while rigorously avoiding duplicate work, CI breakage, and low-quality pull requests.
Capabilities
- ▸Autonomous issue discovery and triage using niche categorization
- ▸Multi-agent orchestrator architecture supporting concurrent implementation and review handling
- ▸Automated reproduction-first bug fixing with mandatory failing test verification
- ▸Pull request follow-up handling, review parsing, and iterative comment response
- ▸Repository health gate screening and metadata caching
- ▸Proactive web search for error research and upstream discussions
Best for
Discovering high-quality, recently active open-source issues across diverse technology stacks, Autonomously implementing, testing, and submitting small-scale bug fixes, documentation improvements, and typo corrections, Monitoring active pull requests, handling reviewer feedback, and managing follow-up iterations, Performing repository health checks and trust-scoring to target repositories with high merge rates
Works with
実タスクにどれだけ役立つか(機能の豊富さ・用途の明確さ)。 — AIによるcapabilities/use-cases解析
実装・指示の品質。 — AIによるSKILL.md/README解析
リポジトリがどれだけ活発に保守されているか。 — GitHub 最終push日時の新しさ
ドキュメントの充実度・分かりやすさ。 — README/独自要約の情報量
危険・不審な挙動が無いか。 — AIによるセキュリティレビュー
ありふれたラッパーではない独自性。 — AIによる独自性判定
コミュニティの採用度。 — GitHub Stars/Forks(対数スケール)
対応AIエージェントの広さ。 — AIによる対応エージェント判定
ライセンス不明/制限あり(Red)のSkillは総合スコアに0.85倍の補正を適用します。 ランキングはこのScoreのみで決まり、広告で変わりません。 算出方法の詳細 →
Security considerations
The skill enforces strict security boundaries including least-privilege GitHub token scopes (public_repo), prohibitions against pushing to master/main or force-pushing, and checks to prevent committing secrets, environment files, or PII.
Categories
Summary and analysis are original content generated by AI Skills Rank. The skill's source text is not reproduced here — view it on the linked repository.