{"id":"15764dbe-3d69-402f-a0a8-d079e936ae7d","shortId":"MhYvDY","kind":"skill","title":"Escalate risky coding tasks into multi-model debate and consensus gates with Claude Octopus","tagline":"Use Claude Octopus when ordinary Claude Code flows are not enough and a risky coding task needs adversarial multi-model review, disagreement surfacing, and a consensus gate before shipping.","description":"# Escalate risky coding tasks into multi-model debate and consensus gates with Claude Octopus\n\nUse Claude Octopus when ordinary Claude Code flows are not enough and a risky coding task needs adversarial multi-model review, disagreement surfacing, and a consensus gate before shipping.\n\n## Prerequisites\n\nClaude Code; optional additional model providers such as Codex, Gemini, Copilot, Qwen, Ollama, Perplexity, or OpenRouter\n\n## Installation\n\nUse the upstream install or setup path that matches your environment:\n- npm install -g @openai/codex @google/gemini-cli @qwen-code/qwen-code 2>/dev/null || true\n- npm install github:nyldn/claude-octopus#main --prefix openclaw\n\nRequirements and caveats from upstream:\n- <img src=\"https://img.shields.io/badge/Claude_Code-v2.1.14+_required-blueviolet\" alt=\"Requires Claude Code v2.1.14+\">\n- Provider API calls require internet access from the hosted environment.\n- \"command\": \"node\",\n\nBasic usage or getting-started notes:\n- For scheduled Claude Code tasks, run /octo:sentinel for triage and /octo:security for recurring audits. Keep jobs read-only by default and route fixes through /octo:debug, /octo:review, or /octo:embrace after triage.\n- | Reduce token usage | /octo:doctor (includes RTK install + token tips) |\n- | Just run something quick | /octo:quick |\n\n- Source: https://github.com/nyldn/claude-octopus\n- Extracted from upstream docs: https://raw.githubusercontent.com/nyldn/claude-octopus/HEAD/README.md\n\n## Documentation\n\n- https://github.com/nyldn/claude-octopus\n\n## Source\n\n- [Agent Skill Exchange](https://agentskillexchange.com/skills/escalate-risky-coding-tasks-into-multi-model-debate-and-consensus-gates-with-claude-octopus/)","tags":["escalate","risky","coding","tasks","into","multi","model","debate","and","consensus","gates","with"],"capabilities":["skill","source-agentskillexchange","skill-escalate-risky-coding-tasks-into-multi-model-debate-and-consensus-gates-with-claude-octopus","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/escalate-risky-coding-tasks-into-multi-model-debate-and-consensus-gates-with-claude-octopus","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 (1,686 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":"2026-05-18T19:10:20.349Z","embedding":null,"createdAt":"2026-05-18T13:16:23.111Z","updatedAt":"2026-05-18T19:10:20.349Z","lastSeenAt":"2026-05-18T19:10:20.349Z","tsv":"'/dev/null':130 '/nyldn/claude-octopus':218,229 '/nyldn/claude-octopus/head/readme.md':225 '/octo':169,174,190,192,195,202,213 '/qwen-code':128 '/skills/escalate-risky-coding-tasks-into-multi-model-debate-and-consensus-gates-with-claude-octopus/)':236 '2':129 'access':149 'addit':95 'adversari':33,78 'agent':231 'agentskillexchange.com':235 'agentskillexchange.com/skills/escalate-risky-coding-tasks-into-multi-model-debate-and-consensus-gates-with-claude-octopus/)':234 'api':145 'audit':178 'basic':156 'call':146 'caveat':141 'claud':14,17,21,59,62,66,92,165 'code':3,22,30,48,67,75,93,127,166 'codex':100 'command':154 'consensus':11,42,56,87 'copilot':102 'debat':9,54 'debug':191 'default':185 'disagr':38,83 'doc':222 'doctor':203 'document':226 'embrac':196 'enough':26,71 'environ':119,153 'escal':1,46 'exchang':233 'extract':219 'fix':188 'flow':23,68 'g':122 'gate':12,43,57,88 'gemini':101 'get':160 'getting-start':159 'github':134 'github.com':217,228 'github.com/nyldn/claude-octopus':216,227 'google/gemini-cli':124 'host':152 'includ':204 'instal':108,112,121,133,206 'internet':148 'job':180 'keep':179 'main':136 'match':117 'model':8,36,53,81,96 'multi':7,35,52,80 'multi-model':6,34,51,79 'need':32,77 'node':155 'note':162 'npm':120,132 'nyldn/claude-octopus':135 'octopus':15,18,60,63 'ollama':104 'openai/codex':123 'openclaw':138 'openrout':107 'option':94 'ordinari':20,65 'path':115 'perplex':105 'prefix':137 'prerequisit':91 'provid':97,144 'quick':212,214 'qwen':103,126 'qwen-cod':125 'raw.githubusercontent.com':224 'raw.githubusercontent.com/nyldn/claude-octopus/head/readme.md':223 'read':182 'read-on':181 'recur':177 'reduc':199 'requir':139,147 'review':37,82,193 'riski':2,29,47,74 'rout':187 'rtk':205 'run':168,210 'schedul':164 'secur':175 'sentinel':170 'setup':114 'ship':45,90 'skill':232 'skill-escalate-risky-coding-tasks-into-multi-model-debate-and-consensus-gates-with-claude-octopus' 'someth':211 'sourc':215,230 'source-agentskillexchange' 'start':161 'surfac':39,84 'task':4,31,49,76,167 'tip':208 'token':200,207 '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' 'triag':172,198 'true':131 'upstream':111,143,221 'usag':157,201 'use':16,61,109","prices":[{"id":"9fc24dcc-dfef-4a04-9bd9-051f09fa7f78","listingId":"15764dbe-3d69-402f-a0a8-d079e936ae7d","amountUsd":"0","unit":"free","nativeCurrency":null,"nativeAmount":null,"chain":null,"payTo":null,"paymentMethod":"skill-free","isPrimary":true,"details":{"org":"agentskillexchange","category":"skills","install_from":"skills.sh"},"createdAt":"2026-05-18T13:16:23.111Z"}],"sources":[{"listingId":"15764dbe-3d69-402f-a0a8-d079e936ae7d","source":"github","sourceId":"agentskillexchange/skills/escalate-risky-coding-tasks-into-multi-model-debate-and-consensus-gates-with-claude-octopus","sourceUrl":"https://github.com/agentskillexchange/skills/tree/main/skills/escalate-risky-coding-tasks-into-multi-model-debate-and-consensus-gates-with-claude-octopus","isPrimary":false,"firstSeenAt":"2026-05-18T13:16:23.111Z","lastSeenAt":"2026-05-18T19:10:20.349Z"}],"details":{"listingId":"15764dbe-3d69-402f-a0a8-d079e936ae7d","quickStartSnippet":null,"exampleRequest":null,"exampleResponse":null,"schema":null,"openapiUrl":null,"agentsTxtUrl":null,"citations":[],"useCases":[],"bestFor":[],"notFor":[],"kindDetails":{"org":"agentskillexchange","slug":"escalate-risky-coding-tasks-into-multi-model-debate-and-consensus-gates-with-claude-octopus","github":{"repo":"agentskillexchange/skills","stars":8,"topics":["agent-skills","ai-agents","ai-tools","awesome-list","claude-code","codex","cursor","llm","mcp","npx-skills","openclaw","skills-catalog"],"license":"mit","html_url":"https://github.com/agentskillexchange/skills","pushed_at":"2026-05-18T19:02:17Z","description":"The open catalog of AI agent skills — 2,000+ security-scanned skills for Claude Code, Cursor, Codex, and more.","skill_md_sha":"9f2d13c59b942b69167ae17c24b3bb464a9fae81","skill_md_path":"skills/escalate-risky-coding-tasks-into-multi-model-debate-and-consensus-gates-with-claude-octopus/SKILL.md","default_branch":"main","skill_tree_url":"https://github.com/agentskillexchange/skills/tree/main/skills/escalate-risky-coding-tasks-into-multi-model-debate-and-consensus-gates-with-claude-octopus"},"layout":"multi","source":"github","category":"skills","frontmatter":{"name":"Escalate risky coding tasks into multi-model debate and consensus gates with Claude Octopus","description":"Use Claude Octopus when ordinary Claude Code flows are not enough and a risky coding task needs adversarial multi-model review, disagreement surfacing, and a consensus gate before shipping."},"skills_sh_url":"https://skills.sh/agentskillexchange/skills/escalate-risky-coding-tasks-into-multi-model-debate-and-consensus-gates-with-claude-octopus"},"updatedAt":"2026-05-18T19:10:20.349Z"}}