pilot-shell
maxritter/pilot-shell
Pilot Shell is an engineering enhancement framework for Claude Code and Codex CLI that enforces quality gates, TDD, and structured specs. It streamlines development workflows from initial brainstorming to production-grade deployment.
1.8k 156No licenseUpdated 2026-08-13
65
GoodOverview
Pilot Shell integrates directly with top-tier AI coding agents like Claude Code and Codex CLI to provide robust workflow commands such as /prd, /spec, /build, and /fix. It introduces context engineering, automated TDD enforcement, code intelligence through semantic search, and quality hooks to reduce token usage and ensure production-grade outputs.
Capabilities
- ▸Spec-driven feature planning and execution
- ▸Automated TDD and code quality hook enforcement
- ▸Context preservation and session memory sharing
- ▸Token optimization via compression and semantic code search
- ▸Automated bug-fixing workflows with complexity limits
Best for
Transforming vague feature ideas into structured product requirements documents via /prd, Running end-to-end spec-driven feature development with automated TDD enforcement, Executing autonomous build and fix loops with strict quality gates and judge evaluations, Sharing project-specific rules, memory, and custom MCP integrations across engineering teams
Works with
Claude CodeCodex
Evoa Score breakdown= Σ (score × weight)
65Task usefulness20%88 → +17.6
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
Code quality15%88 → +13.2
実装・指示の品質。 — AIによるSKILL.md/README解析
Maintenance15%100 → +15.0
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
Documentation12%51 → +6.1
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
Security15%50 → +7.5
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
Originality10%82 → +8.2
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
Popularity8%83 → +6.6
コミュニティの採用度。 — GitHub Stars/Forks（対数スケール）
Compatibility5%50 → +2.5
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
Weighted total76.8 / 100
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 installer runs curl scripts directly from GitHub, and the tool executes autonomous AI agent loops which modify local codebases. Users should review generated configurations and utilize sandboxing where applicable.
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.