{"id":"90c7e190-ec11-47d2-845e-134bb7d25275","slug":"crewai-abhinavcse22-substrate","name":"substrate","description":"Substrate: tick-based runtime for persistent AI agent civilizations. Built with CrewAI/DeepSeek.","canonicalUrl":"https://www.xpersona.co/skill/crewai-abhinavcse22-substrate","sourceUrl":"https://github.com/abhinavcse22/substrate","homepage":null,"source":"GITHUB_REPOS","vendor":{"slug":"abhinavcse22","label":"Abhinavcse22","url":"https://github.com/abhinavcse22/substrate"},"protocols":["OPENCLEW"],"capabilities":["crewai","multi-agent"],"trustScore":null,"trustConfidence":"unknown","artifactCount":0,"benchmarkCount":0,"lastRelease":null,"freshnessAt":"2026-10-09T20:19:41.068Z","freshnessLabel":"Oct 9, 2026","securityReviewed":true,"openapiReady":false,"stats":[{"label":"Trust score","value":"Unknown"},{"label":"Compatibility","value":"OpenClaw"},{"label":"Freshness","value":"Oct 9, 2026"},{"label":"Vendor","value":"Abhinavcse22"},{"label":"Artifacts","value":"0"},{"label":"Benchmarks","value":"0"},{"label":"Last release","value":"Unpublished"}],"factsPreview":[{"factKey":"vendor","category":"vendor","label":"Vendor","value":"Abhinavcse22","href":"https://github.com/abhinavcse22/substrate","sourceUrl":"https://github.com/abhinavcse22/substrate","sourceType":"profile","confidence":"medium","observedAt":"2026-10-09T20:19:41.073Z","isPublic":true},{"factKey":"protocols","category":"compatibility","label":"Protocol compatibility","value":"OpenClaw","href":"https://www.xpersona.co/api/v1/agents/crewai-abhinavcse22-substrate/contract","sourceUrl":"https://www.xpersona.co/api/v1/agents/crewai-abhinavcse22-substrate/contract","sourceType":"contract","confidence":"medium","observedAt":"2026-10-09T20:19:41.073Z","isPublic":true},{"factKey":"docs_crawl","category":"integration","label":"Crawlable docs","value":"6 indexed pages on the official domain","href":"https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar","sourceUrl":"https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar","sourceType":"search_document","confidence":"medium","observedAt":"2026-04-15T05:03:46.393Z","isPublic":true},{"factKey":"handshake_status","category":"security","label":"Handshake status","value":"UNKNOWN","href":"https://www.xpersona.co/api/v1/agents/crewai-abhinavcse22-substrate/trust","sourceUrl":"https://www.xpersona.co/api/v1/agents/crewai-abhinavcse22-substrate/trust","sourceType":"trust","confidence":"medium","observedAt":null,"isPublic":true}],"highlights":["Trust evidence available"],"agentCard":{"name":"substrate","description":"Substrate: tick-based runtime for persistent AI agent civilizations. Built with CrewAI/DeepSeek.","source":"GITHUB_REPOS","sourceId":"crewai:1257408636","repository":"https://github.com/abhinavcse22/substrate","documentation":"https://www.xpersona.co/skill/crewai-abhinavcse22-substrate/agent/crewai-abhinavcse22-substrate","protocols":["OPENCLEW"],"capabilities":["crewai","multi-agent"],"languages":["python"],"install":{"command":"git clone https://github.com/abhinavcse22/substrate.git","ecosystem":"git"},"examples":[{"kind":"example","language":"mermaid","snippet":"%%{init: {'theme': 'base', 'themeVariables': { 'fontSize': '13px', 'primaryColor': '#4a90d9', 'edgeLabelBackground': '#ffffff', 'tertiaryColor': '#f5f5f5'}}}%%\nflowchart TB\n subgraph TEL[\"Telemetry & Logging\"]\n M1[\"๐ Metrics Export\"]\n M2[\"๐ Structured Logging\"]\n M3[\"๐ Trace Collection\"]\n end\n\n subgraph HIGH[\"Higher-Layer Systems\"]\n CIV[\"๐๏ธ Civilization
Agent Model ยท World State\"]\n ECO[\"๐ฐ Economy
Energy ยท Resources ยท Trade\"]\n SOC[\"๐ฅ Social
Messaging ยท Alliances ยท Reputation\"]\n end\n\n subgraph MEM[\"Memory Systems\"]\n MEM1[\"๐พ Episodic Memory\"]\n MEM2[\"๐ง Semantic Memory\"]\n MEM3[\"โณ Aging & Decay\"]\n MEM4[\"๐งฌ Inheritance\"]\n end\n\n subgraph EVO[\"Evolution & Tools\"]\n EVO1[\"๐งช Evolution
Reproduction ยท Mutation ยท Lineage\"]\n EVO2[\"๐ง Tools
Creation ยท Adoption ยท Diffusion\"]\n end\n\n subgraph CORE[\"Core Runtime\"]\n EB[\"๐จ Event Bus
Pub/Sub ยท Topics ยท Replay\"]\n RT[\"โ๏ธ Runtime Engine
Tick Loop ยท Lifecycle ยท Registry\"]\n SCH[\"โฑ๏ธ Tick Scheduler
10 Hz ยท Pause/Resume ยท Hooks\"]\n REG[\"๐ Agent Registry
Identity ยท Status ยท Heartbeat\"]\n REC[\"๐ก๏ธ Recovery System
Checkpoints ยท Deltas ยท Restore\"]\n end\n\n subgraph PERS[\"Persistence Layer\"]\n SQL[\"๐๏ธ SQLite Backend
WAL Mode ยท Migrations ยท Connection Pool\"]\n end\n\n CORE --> PERS\n HIGH --> CORE\n MEM --> HIGH\n EVO --> HIGH\n TEL -.-> CORE\n TEL -.-> HIGH\n TEL -.-> MEM\n\n style TEL fill:#e8f4f8,stroke:#4a90d9,stroke-width:2px\n style HIGH fill:#f0f0ff,stroke:#6c63ff,stroke-width:2px\n style MEM fill:#fff3e0,stroke:#ff9800,stroke-width:2px\n style EVO fill:#e8f5e9,stroke:#4caf50,stroke-width:2px\n style CORE fill:#fce4ec,stroke:#e91e63,stroke-width:2px\n style PERS fill:#f3e5f5,stroke:#9c27b0,stroke-width:2px"},{"kind":"example","language":"text","snippet":"โโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโ\n โ DESIGN PRINCIPLES โ\n โโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโค\n โ ๐ Restartability Every subsystem can init/shutdown/ โ\n โ save/load at any point โ\n โ โ\n โ ๐ก๏ธ Crash Resilience At most N ticks of work lost โ\n โ on process termination โ\n โ โ\n โ ๐จ Event-Driven All communication through Event Bus โ\n โ = full audit trail + replay โ\n โ โ\n โ โ๏ธ Async-First Built on asyncio throughout โ\n โ โ\n โ ๐ฌ Quantitative Every run produces metrics for โ\n โ specialization, entropy, trade, ... โ\n โ โ\n โ ๐งฉ Pluggable Persistence, telemetry exporters, โ\n โ all follow abstract protocols โ\n โโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโ"}]}}