{"id":"07f12dc3-701b-4af9-8ae0-3c02a1302662","shortId":"kdgMyg","kind":"skill","title":"Run context → spec → implement coding loops in Claude Code with Conductor","tagline":"Turn Claude Code into a structured project workflow that captures context, plans work, and executes implementation in reviewable tracks.","description":"# Run context → spec → implement coding loops in Claude Code with Conductor\n\nTurn Claude Code into a structured project workflow that captures context, plans work, and executes implementation in reviewable tracks.\n\n## Prerequisites\n\nClaude Code with plugin support, access to the wshobson/agents marketplace, a Git repository to manage\n\n## Installation\n\nUse the upstream install or setup path that matches your environment:\n- uv run plugin-eval score path/to/skill --depth quick\n- uv run plugin-eval score path/to/skill --depth standard\n- uv run plugin-eval certify path/to/skill\n\nRequirements and caveats from upstream:\n- **Example**: Installing python-development loads 3 Python agents, 1 scaffolding tool, and makes 16 skills available (~1000 tokens), not the entire marketplace.\n- /plugin install python-development # Python with 16 specialized skills\n- | python-development | python-pro, django-pro, fastapi-pro |\n\nBasic usage or getting-started notes:\n- [![Run in Smithery](https://smithery.ai/badge/skills/wshobson)](https://smithery.ai/skills?ns=wshobson&utm_source=github&utm_medium=badge) [![Gemini CLI](https://img.shields.io/badge/Gemini%20CLI-supported-blue)](GEMI...\n- **80 Focused Plugins** - Granular, single-purpose plugins optimized for minimal token usage and composability\n- **Granular Plugin Architecture**: 80 focused plugins optimized for minimal token usage\n\n- Source: https://github.com/wshobson/agents/tree/main/plugins/conductor\n- Extracted from upstream docs: https://raw.githubusercontent.com/wshobson/agents/HEAD/README.md\n\n## Documentation\n\n- https://raw.githubusercontent.com/wshobson/agents/main/plugins/conductor/README.md\n\n## Source\n\n- [Agent Skill Exchange](https://agentskillexchange.com/skills/run-context-spec-and-implement-coding-loops-in-claude-code-with-conductor/)","tags":["run","context","spec","and","implement","coding","loops","claude","code","with","conductor","skills"],"capabilities":["skill","source-agentskillexchange","skill-run-context-spec-and-implement-coding-loops-in-claude-code-with-conductor","topic-agent-skills","topic-ai-agents","topic-ai-tools","topic-awesome-list","topic-claude-code","topic-codex","topic-cursor","topic-llm","topic-mcp","topic-npx-skills","topic-openclaw","topic-skills-catalog"],"categories":["skills"],"synonyms":[],"warnings":[],"endpointUrl":"https://skills.sh/agentskillexchange/skills/run-context-spec-and-implement-coding-loops-in-claude-code-with-conductor","protocol":"skill","transport":"skills-sh","auth":{"type":"none","details":{"cli":"npx skills add agentskillexchange/skills","source_repo":"https://github.com/agentskillexchange/skills","install_from":"skills.sh"}},"qualityScore":"0.454","qualityRationale":"deterministic score 0.45 from registry signals: · indexed on github topic:agent-skills · 8 github stars · SKILL.md body (1,807 chars)","verified":false,"liveness":"unknown","lastLivenessCheck":null,"agentReviews":{"count":0,"score_avg":null,"cost_usd_avg":null,"success_rate":null,"latency_p50_ms":null,"narrative_summary":null,"summary_updated_at":null},"enrichmentModel":"deterministic:skill-github:v1","enrichmentVersion":1,"enrichedAt":"2026-05-18T19:12:11.599Z","embedding":null,"createdAt":"2026-05-18T13:18:58.841Z","updatedAt":"2026-05-18T19:12:11.599Z","lastSeenAt":"2026-05-18T19:12:11.599Z","tsv":"'/badge/gemini%20cli-supported-blue)](gemi...':181 '/badge/skills/wshobson)](https://smithery.ai/skills?ns=wshobson&utm_source=github&utm_medium=badge)':176 '/plugin':142 '/skills/run-context-spec-and-implement-coding-loops-in-claude-code-with-conductor/)':229 '/wshobson/agents/head/readme.md':218 '/wshobson/agents/main/plugins/conductor/readme.md':222 '/wshobson/agents/tree/main/plugins/conductor':211 '1':128 '1000':136 '16':133,149 '3':125 '80':182,200 'access':67 'agent':127,224 'agentskillexchange.com':228 'agentskillexchange.com/skills/run-context-spec-and-implement-coding-loops-in-claude-code-with-conductor/)':227 'architectur':199 'avail':135 'basic':164 'captur':21,51 'caveat':116 'certifi':112 'claud':8,13,38,43,62 'cli':178 'code':5,9,14,35,39,44,63 'compos':196 'conductor':11,41 'context':2,22,32,52 'depth':96,105 'develop':123,146,154 'django':159 'django-pro':158 'doc':215 'document':219 'entir':140 'environ':88 'eval':93,102,111 'exampl':119 'exchang':226 'execut':26,56 'extract':212 'fastapi':162 'fastapi-pro':161 'focus':183,201 'gemini':177 'get':168 'getting-start':167 'git':73 'github.com':210 'github.com/wshobson/agents/tree/main/plugins/conductor':209 'granular':185,197 'img.shields.io':180 'img.shields.io/badge/gemini%20cli-supported-blue)](gemi...':179 'implement':4,27,34,57 'instal':77,81,120,143 'load':124 'loop':6,36 'make':132 'manag':76 'marketplac':71,141 'match':86 'minim':192,205 'note':170 'optim':190,203 'path':84 'path/to/skill':95,104,113 'plan':23,53 'plugin':65,92,101,110,184,189,198,202 'plugin-ev':91,100,109 'prerequisit':61 'pro':157,160,163 'project':18,48 'purpos':188 'python':122,126,145,147,153,156 'python-develop':121,144,152 'python-pro':155 'quick':97 'raw.githubusercontent.com':217,221 'raw.githubusercontent.com/wshobson/agents/head/readme.md':216 'raw.githubusercontent.com/wshobson/agents/main/plugins/conductor/readme.md':220 'repositori':74 'requir':114 'review':29,59 'run':1,31,90,99,108,171 'scaffold':129 'score':94,103 'setup':83 'singl':187 'single-purpos':186 'skill':134,151,225 'skill-run-context-spec-and-implement-coding-loops-in-claude-code-with-conductor' 'smitheri':173 'smithery.ai':175 'smithery.ai/badge/skills/wshobson)](https://smithery.ai/skills?ns=wshobson&utm_source=github&utm_medium=badge)':174 'sourc':208,223 'source-agentskillexchange' 'spec':3,33 'special':150 'standard':106 'start':169 'structur':17,47 'support':66 'token':137,193,206 'tool':130 'topic-agent-skills' 'topic-ai-agents' 'topic-ai-tools' 'topic-awesome-list' 'topic-claude-code' 'topic-codex' 'topic-cursor' 'topic-llm' 'topic-mcp' 'topic-npx-skills' 'topic-openclaw' 'topic-skills-catalog' 'track':30,60 'turn':12,42 'upstream':80,118,214 'usag':165,194,207 'use':78 'uv':89,98,107 'work':24,54 'workflow':19,49 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open catalog of AI agent skills — 2,000+ security-scanned skills for Claude Code, Cursor, Codex, and more.","skill_md_sha":"10300e74066f0853d9901b0ad781ef4dc93c9eba","skill_md_path":"skills/run-context-spec-and-implement-coding-loops-in-claude-code-with-conductor/SKILL.md","default_branch":"main","skill_tree_url":"https://github.com/agentskillexchange/skills/tree/main/skills/run-context-spec-and-implement-coding-loops-in-claude-code-with-conductor"},"layout":"multi","source":"github","category":"skills","frontmatter":{"name":"Run context → spec → implement coding loops in Claude Code with Conductor","description":"Turn Claude Code into a structured project workflow that captures context, plans work, and executes implementation in reviewable tracks."},"skills_sh_url":"https://skills.sh/agentskillexchange/skills/run-context-spec-and-implement-coding-loops-in-claude-code-with-conductor"},"updatedAt":"2026-05-18T19:12:11.599Z"}}