{"id":"5c6c84a3-4f13-4d21-bf19-7cfd70fb9c5a","shortId":"YZ9FDz","kind":"skill","title":"pilot-model-share","tagline":"Distribute ML model files with model card metadata and version tracking over Pilot Protocol.  Use this skill when: 1. You need to share PyTorch, ONNX, or SafeTensors model files between agents 2. You want to distribute models with metadata (architecture, training info, metrics) 3","description":"# pilot-model-share\n\nML model distribution with model cards, metadata, and version tracking.\n\n## Commands\n\n### Publish Model Availability\n```bash\npilotctl --json publish \"$PEER\" models --data '{\"type\":\"model_available\",\"name\":\"resnet50\",\"version\":\"1.0.0\",\"framework\":\"pytorch\"}'\n```\n\n### Request Model\n```bash\npilotctl --json send-message \"$DEST\" --data '{\"type\":\"model_request\",\"name\":\"resnet50\",\"preferred_format\":\"onnx\"}'\n```\n\n### Send Model with Metadata\n```bash\npilotctl --json send-message \"$DEST\" --data '{\"type\":\"model_metadata\",\"name\":\"llama3_8b\",\"file\":{\"checksum\":\"abc123\"}}'\npilotctl --json send-file \"$DEST\" \"$MODEL_FILE\"\n```\n\n### Validate Checksum\n```bash\nEXPECTED_CHECKSUM=$(pilotctl --json inbox | jq -r '.messages[] | select(.type == \"model_metadata\") | .file.checksum' | head -1)\nACTUAL_CHECKSUM=$(md5sum \"$RECEIVED_MODEL\" | cut -d' ' -f1)\n[ \"$EXPECTED_CHECKSUM\" = \"$ACTUAL_CHECKSUM\" ] && echo \"Model verified\"\n```\n\n## Workflow Example\n\n```bash\n#!/bin/bash\n# Model distribution\n\nPEER=\"agent-b\"\n\nshare_model() {\n  local model_file=\"$1\"\n  local model_name=\"${2:-$(basename $model_file .pth)}\"\n\n  pilotctl --json publish \"$PEER\" models --data \"{\\\"type\\\":\\\"model_available\\\",\\\"name\\\":\\\"$model_name\\\"}\"\n}\n\nshare_model \"model.pth\" \"my-model\"\n```\n\n## Dependencies\n\nRequires pilot-protocol, pilotctl, jq, and md5sum.","tags":["pilot","model","share","skills","teoslayer","agent-skills","ai-agents","clawhub","networking","openclaw","overlay-network","p2p"],"capabilities":["skill","source-teoslayer","skill-pilot-model-share","topic-agent-skills","topic-ai-agents","topic-clawhub","topic-networking","topic-openclaw","topic-overlay-network","topic-p2p","topic-pilot-protocol"],"categories":["pilot-skills"],"synonyms":[],"warnings":[],"endpointUrl":"https://skills.sh/TeoSlayer/pilot-skills/pilot-model-share","protocol":"skill","transport":"skills-sh","auth":{"type":"none","details":{"cli":"npx skills add TeoSlayer/pilot-skills","source_repo":"https://github.com/TeoSlayer/pilot-skills","install_from":"skills.sh"}},"qualityScore":"0.453","qualityRationale":"deterministic score 0.45 from registry signals: · indexed on github topic:agent-skills · 6 github stars · SKILL.md body (1,326 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":"2026-05-18T19:14:58.590Z","embedding":null,"createdAt":"2026-05-18T13:22:44.179Z","updatedAt":"2026-05-18T19:14:58.590Z","lastSeenAt":"2026-05-18T19:14:58.590Z","tsv":"'-1':147 '/bin/bash':166 '1':23,178 '1.0.0':80 '2':36,182 '3':48 '8b':118 'abc123':121 'actual':148,158 'agent':35,171 'agent-b':170 'architectur':44 'avail':66,76,195 'b':172 'basenam':183 'bash':67,85,105,132,165 'card':11,58 'checksum':120,131,134,149,157,159 'command':63 'cut':153 'd':154 'data':73,92,112,192 'depend':205 'dest':91,111,127 'distribut':5,40,55,168 'echo':160 'exampl':164 'expect':133,156 'f1':155 'file':8,33,119,126,129,177,185 'file.checksum':145 'format':99 'framework':81 'head':146 'inbox':137 'info':46 'jq':138,211 'json':69,87,107,123,136,188 'llama3':117 'local':175,179 'md5sum':150,213 'messag':90,110,140 'metadata':12,43,59,104,115,144 'metric':47 'ml':6,53 'model':3,7,10,32,41,51,54,57,65,72,75,84,94,102,114,128,143,152,161,167,174,176,180,184,191,194,197,200,204 'model.pth':201 'my-model':202 'name':77,96,116,181,196,198 'need':25 'onnx':29,100 'peer':71,169,190 'pilot':2,17,50,208 'pilot-model-shar':1,49 'pilot-protocol':207 'pilotctl':68,86,106,122,135,187,210 'prefer':98 'protocol':18,209 'pth':186 'publish':64,70,189 'pytorch':28,82 'r':139 'receiv':151 'request':83,95 'requir':206 'resnet50':78,97 'safetensor':31 'select':141 'send':89,101,109,125 'send-fil':124 'send-messag':88,108 'share':4,27,52,173,199 'skill':21 'skill-pilot-model-share' 'source-teoslayer' 'topic-agent-skills' 'topic-ai-agents' 'topic-clawhub' 'topic-networking' 'topic-openclaw' 'topic-overlay-network' 'topic-p2p' 'topic-pilot-protocol' 'track':15,62 'train':45 'type':74,93,113,142,193 'use':19 'valid':130 'verifi':162 'version':14,61,79 'want':38 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agent skills for Pilot Protocol — communication, file transfer, trust, task routing, swarm coordination, and more","skill_md_sha":"87cc49a80d33cb00378d57759409c21261cc6b62","skill_md_path":"skills/pilot-model-share/SKILL.md","default_branch":"main","skill_tree_url":"https://github.com/TeoSlayer/pilot-skills/tree/main/skills/pilot-model-share"},"layout":"multi","source":"github","category":"pilot-skills","frontmatter":{"name":"pilot-model-share","license":"AGPL-3.0","description":"Distribute ML model files with model card metadata and version tracking over Pilot Protocol.  Use this skill when: 1. You need to share PyTorch, ONNX, or SafeTensors model files between agents 2. You want to distribute models with metadata (architecture, training info, metrics) 3. You need model versioning and compatibility checking  Do NOT use this skill when: - You need to transfer datasets (use pilot-dataset instead) - You need to transfer general files (use pilot-share instead) - You need real-time model inference results (use pilot-rpc instead)","compatibility":"Requires pilot-protocol skill and pilotctl binary on PATH. The daemon must be running (pilotctl daemon start)."},"skills_sh_url":"https://skills.sh/TeoSlayer/pilot-skills/pilot-model-share"},"updatedAt":"2026-05-18T19:14:58.590Z"}}