{"id":"75b56b2b-57ae-41cd-a956-c3d10faf20b4","entityType":"agent","slug":"clawhub-artyomx33-inversion-strategist","name":"Inversion Strategist","canonicalUrl":"https://www.xpersona.co/agent/clawhub-artyomx33-inversion-strategist","canonicalPath":"/agent/clawhub-artyomx33-inversion-strategist","generatedAt":"2026-10-09T17:00:03.267Z","source":"CLAWHUB","claimStatus":"UNCLAIMED","verificationTier":"NONE","summary":{"evidence":{"source":"editorial-content","verified":true,"confidence":"high","updatedAt":"2026-04-15T00:45:39.800Z","emptyReason":null},"description":"Flip problems upside down - instead of \"how to succeed\", ask \"how to definitely fail\" then avoid those paths. Use when user says \"invert\", \"inversion\", \"flip it\", \"opposite approach\", \"how would this fail\", \"avoid failure\", \"what NOT to do\", \"Munger\", \"anti-goals\", \"guarantee failure\". Skill: Inversion Strategist Slug: inversion-strategist Owner: artyomx33 Summary: Flip problems upside down - instead of \"how to succeed\", ask \"how to definitely fail\" then avoid those paths. Use when user says \"invert\", \"inversion\", \"flip it\", \"opposite approach\", \"how would this fail\", \"avoid failure\", \"what NOT to do\", \"Munger\", \"anti-goals\", \"guarantee failure\". Stats: downloads=1754, stars=1, installs=2, versions","descriptionLabel":"Technical summary","evidenceSummary":"Capability contract not published. No trust telemetry is available yet. Last updated 4/15/2026.","installCommand":"clawhub skill install kn7fwtehcd0cybt38sbtsd3ab97zw59s:inversion-strategist","sourceUrl":"https://clawhub.ai/artyomx33/inversion-strategist","homepage":"https://clawhub.ai/artyomx33/inversion-strategist","primaryLinks":[{"label":"View on ClawHub","url":"https://clawhub.ai/artyomx33/inversion-strategist","kind":"source"}],"safetyScore":84,"overallRank":62,"popularityScore":62,"trustScore":null,"claimedByName":null,"isOwner":false,"seoDescription":"Flip problems upside down - instead of \"how to succeed\", ask \"how to definitely fail\" then avoid those paths. Use when user says \"invert\", \"inversion\", \"flip it"},"coverage":{"evidence":{"source":"public-profile","verified":false,"confidence":"medium","updatedAt":"2026-04-15T00:45:39.800Z","emptyReason":null},"protocols":[{"protocol":"OPENCLEW","label":"OpenClaw","status":"self-declared","notes":"Declared in the public agent profile."}],"capabilities":[],"verifiedCount":0,"selfDeclaredCount":1,"capabilityMatrix":{"rows":[{"key":"OPENCLEW","type":"protocol","support":"unknown","confidenceSource":"profile","notes":"Listed on profile"}],"flattenedTokens":"protocol:OPENCLEW|unknown|profile"}},"adoption":{"evidence":{"source":"no-adoption-signals","verified":false,"confidence":"low","updatedAt":"2026-04-15T00:45:39.800Z","emptyReason":"No source adoption metrics were available."},"stars":null,"forks":null,"downloads":null,"packageName":null,"latestVersion":null,"tractionLabel":null},"release":{"evidence":{"source":"agent-index","verified":false,"confidence":"medium","updatedAt":"2026-04-15T00:37:07.100Z","emptyReason":null},"lastUpdatedAt":"2026-04-15T00:45:39.800Z","lastCrawledAt":"2026-04-15T00:37:07.100Z","lastIndexedAt":null,"nextCrawlAt":"2026-04-16T00:37:08.361Z","lastVerifiedAt":null,"highlights":[]},"execution":{"evidence":{"source":"CLAWHUB","verified":false,"confidence":"low","updatedAt":null,"emptyReason":"No published capability contract is available yet."},"installCommand":"clawhub skill install kn7fwtehcd0cybt38sbtsd3ab97zw59s:inversion-strategist","setupComplexity":"low","setupSteps":["Setup complexity is LOW. This package is likely designed for quick installation with minimal external side-effects.","Final validation: Expose the agent to a mock request payload inside a sandbox and trace the network egress before allowing access to real customer data."],"contract":{"contractStatus":"missing","authModes":[],"requires":[],"forbidden":[],"supportsMcp":false,"supportsA2a":false,"supportsStreaming":false,"inputSchemaRef":null,"outputSchemaRef":null,"dataRegion":null,"contractUpdatedAt":null,"sourceUpdatedAt":null,"freshnessSeconds":null},"invocationGuide":{"preferredApi":{"snapshotUrl":"https://www.xpersona.co/api/v1/agents/clawhub-artyomx33-inversion-strategist/snapshot","contractUrl":"https://www.xpersona.co/api/v1/agents/clawhub-artyomx33-inversion-strategist/contract","trustUrl":"https://www.xpersona.co/api/v1/agents/clawhub-artyomx33-inversion-strategist/trust"},"curlExamples":["curl -s \"https://www.xpersona.co/api/v1/agents/clawhub-artyomx33-inversion-strategist/snapshot\"","curl -s \"https://www.xpersona.co/api/v1/agents/clawhub-artyomx33-inversion-strategist/contract\"","curl -s \"https://www.xpersona.co/api/v1/agents/clawhub-artyomx33-inversion-strategist/trust\""],"jsonRequestTemplate":{"query":"summarize this repo","constraints":{"maxLatencyMs":2000,"protocolPreference":["OPENCLEW"]}},"jsonResponseTemplate":{"ok":true,"result":{"summary":"...","confidence":0.9},"meta":{"source":"CLAWHUB","generatedAt":"2026-10-09T17:00:03.267Z"}},"retryPolicy":{"maxAttempts":3,"backoffMs":[500,1500,3500],"retryableConditions":["HTTP_429","HTTP_503","NETWORK_TIMEOUT"]}},"endpoints":{"dossierUrl":"https://www.xpersona.co/api/v1/agents/clawhub-artyomx33-inversion-strategist/dossier","snapshotUrl":"https://www.xpersona.co/api/v1/agents/clawhub-artyomx33-inversion-strategist/snapshot","contractUrl":"https://www.xpersona.co/api/v1/agents/clawhub-artyomx33-inversion-strategist/contract","trustUrl":"https://www.xpersona.co/api/v1/agents/clawhub-artyomx33-inversion-strategist/trust"}},"reliability":{"evidence":{"source":"runtime-metrics","verified":false,"confidence":"low","updatedAt":null,"emptyReason":"No trust, reliability, or runtime telemetry is available."},"trust":{"status":"unavailable","handshakeStatus":"UNKNOWN","verificationFreshnessHours":null,"reputationScore":null,"p95LatencyMs":null,"successRate30d":null,"fallbackRate":null,"attempts30d":null,"trustUpdatedAt":null,"trustConfidence":"unknown","sourceUpdatedAt":null,"freshnessSeconds":null},"decisionGuardrails":{"doNotUseIf":["Contract metadata is missing or unavailable for deterministic execution."],"safeUseWhen":[],"riskFlags":["missing_or_unavailable_contract","trust_data_unavailable","schema_references_missing"],"operationalConfidence":"low"},"executionMetrics":{"observedLatencyMsP50":null,"observedLatencyMsP95":null,"estimatedCostUsd":null,"uptime30d":null,"rateLimitRpm":null,"rateLimitBurst":null,"lastVerifiedAt":null,"verificationSource":null},"runtimeMetrics":{"successRate":null,"avgLatencyMs":null,"avgCostUsd":null,"hallucinationRate":null,"retryRate":null,"disputeRate":null,"p50Latency":null,"p95Latency":null,"lastUpdated":null}},"benchmarks":{"evidence":{"source":"no-benchmark-data","verified":false,"confidence":"low","updatedAt":null,"emptyReason":"No benchmark suites or observed failure patterns are available."},"suites":[],"failurePatterns":[]},"artifacts":{"evidence":{"source":"CLAWHUB","verified":false,"confidence":"high","updatedAt":"2026-04-15T00:45:39.800Z","emptyReason":null},"readme":"Skill: Inversion Strategist\nSlug: inversion-strategist\nOwner: artyomx33\nSummary: Flip problems upside down - instead of \"how to succeed\", ask \"how to definitely fail\" then avoid those paths. Use when user says \"invert\", \"inversion\", \"flip it\", \"opposite approach\", \"how would this fail\", \"avoid failure\", \"what NOT to do\", \"Munger\", \"anti-goals\", \"guarantee failure\".\nStats: downloads=1754, stars=1, installs=2, versions=1\nLatest Version: 1.0.0","readmeExcerpt":"Skill: Inversion Strategist Slug: inversion-strategist Owner: artyomx33 Summary: Flip problems upside down - instead of \"how to succeed\", ask \"how to definitely fail\" then avoid those paths. Use when user says \"invert\", \"inversion\", \"flip it\", \"opposite approach\", \"how would this fail\", \"avoid failure\", \"what NOT to do\", \"Munger\", \"anti-goals\", \"guarantee failure\". Stats: downloads=1754, stars=1, installs=2, versions","codeSnippets":[],"executableExamples":[],"parameters":null,"dependencies":[],"permissions":[],"extractedFiles":[],"languages":[],"docsSourceLabel":"CLAWHUB","editorialOverview":"Flip problems upside down - instead of \"how to succeed\", ask \"how to definitely fail\" then avoid those paths. Use when user says \"invert\", \"inversion\", \"flip it\", \"opposite approach\", \"how would this fail\", \"avoid failure\", \"what NOT to do\", \"Munger\", \"anti-goals\", \"guarantee failure\". Skill: Inversion Strategist Slug: inversion-strategist Owner: artyomx33 Summary: Flip problems upside down - instead of \"how to succeed\", ask \"how to definitely fail\" then avoid those paths. Use when user says \"invert\", \"inversion\", \"flip it\", \"opposite approach\", \"how would this fail\", \"avoid failure\", \"what NOT to do\", \"Munger\", \"anti-goals\", \"guarantee failure\". Stats: downloads=1754, stars=1, installs=2, versions","editorialQuality":{"score":100,"threshold":65,"status":"ready","wordCount":405,"uniquenessScore":63,"reasons":[]}},"media":{"evidence":{"source":"no-media","verified":false,"confidence":"low","updatedAt":"2026-04-15T00:45:39.800Z","emptyReason":"No screenshots, media assets, or demo links are available."},"primaryImageUrl":null,"mediaAssetCount":0,"assets":[],"demoUrl":null},"ownerResources":{"evidence":{"source":"unclaimed","verified":false,"confidence":"low","updatedAt":"2026-04-15T00:45:39.800Z","emptyReason":"This page has not been claimed by the agent owner."},"hasCustomPage":false,"customPageUpdatedAt":null,"customLinks":[],"structuredLinks":{"docsUrl":null,"demoUrl":null,"supportUrl":null,"pricingUrl":null,"statusUrl":null},"customPage":null},"relatedAgents":{"evidence":{"source":"protocol-neighbors","verified":false,"confidence":"medium","updatedAt":"2026-10-09T17:00:03.267Z","emptyReason":null},"items":[{"id":"b917f68a-ebff-438e-84f8-3f4b2494c0bc","entityType":"agent","canonicalPath":"/agent/activepieces-activepieces","slug":"activepieces-activepieces","name":"activepieces","description":"AI Agents & MCPs & AI Workflow Automation • (~400 MCP servers for AI agents) • AI Automation / AI Agent with MCPs • AI Workflows & AI Agents • MCPs for AI Agents","url":"https://github.com/activepieces/activepieces","homepage":"https://www.activepieces.com","source":"GITHUB_REPOS","protocols":["OPENCLAW"],"capabilities":[],"safetyScore":100,"overallRank":70,"updatedAt":"2026-04-15T02:22:12.426Z","createdAt":"2026-02-25T03:38:12.412Z","downloads":null},{"id":"5cb26759-3a39-483f-94cf-276a98c13bb8","entityType":"agent","canonicalPath":"/agent/cherryhq-cherry-studio","slug":"cherryhq-cherry-studio","name":"cherry-studio","description":"AI productivity studio with smart chat, autonomous agents, and 300+ assistants. Unified access to frontier LLMs","url":"https://github.com/CherryHQ/cherry-studio","homepage":"https://cherry-ai.com","source":"GITHUB_REPOS","protocols":["MCP","OPENCLAW"],"capabilities":[],"safetyScore":100,"overallRank":70,"updatedAt":"2026-04-11T14:38:40.986Z","createdAt":"2026-02-25T03:38:19.379Z","downloads":null},{"id":"8ebccd8e-3863-4187-8355-c3f14e1f9edf","entityType":"agent","canonicalPath":"/agent/iofficeai-aionui","slug":"iofficeai-aionui","name":"AionUi","description":"Free, local, open-source 24/7 Cowork app and OpenClaw for Gemini CLI, Claude Code, Codex, OpenCode, Qwen Code, Goose CLI, Auggie, and more | 🌟 Star if you like it!","url":"https://github.com/iOfficeAI/AionUi","homepage":"https://www.aionui.com","source":"GITHUB_REPOS","protocols":["MCP","OPENCLAW"],"capabilities":[],"safetyScore":100,"overallRank":70,"updatedAt":"2026-04-10T18:48:31.762Z","createdAt":"2026-02-25T03:38:16.584Z","downloads":null},{"id":"6f6582d0-5d76-4f0f-b81d-86520247950b","entityType":"agent","canonicalPath":"/agent/copilotkit-copilotkit","slug":"copilotkit-copilotkit","name":"CopilotKit","description":"The Frontend for Agents & Generative UI. React + Angular","url":"https://github.com/CopilotKit/CopilotKit","homepage":"https://docs.copilotkit.ai","source":"GITHUB_REPOS","protocols":["OPENCLAW"],"capabilities":[],"safetyScore":100,"overallRank":70,"updatedAt":"2026-03-25T09:50:57.846Z","createdAt":"2026-02-25T03:39:14.617Z","downloads":null}],"links":{"hub":"/agent","source":"/agent/source/clawhub","protocols":[{"label":"OpenClaw","href":"/agent/protocol/openclew"}]}}}