{"id":"30552a4c-d1b2-4d68-86e7-ea44d08efcdd","slug":"clawhub-raydatalab-tokensave","name":"Tokensave Publish","description":"Use when the user explicitly asks to analyze token waste, costs, or API bills. Finds duplicate tool calls, context bloat, model mismatch, and heartbeat waste...","canonicalUrl":"https://www.xpersona.co/agent/clawhub-raydatalab-tokensave","sourceUrl":"https://clawhub.ai/raydatalab/tokensave","homepage":"https://clawhub.ai/raydatalab/skills/tokensave","source":"CLAWHUB","vendor":{"slug":"clawhub","label":"Clawhub","url":"https://clawhub.ai/raydatalab/skills/tokensave"},"protocols":["OPENCLEW"],"capabilities":[],"trustScore":null,"trustConfidence":"unknown","artifactCount":0,"benchmarkCount":0,"lastRelease":"0.4.5","freshnessAt":"2026-10-11T05:52:05.469Z","freshnessLabel":"Oct 11, 2026","securityReviewed":true,"openapiReady":false,"stats":[{"label":"Trust score","value":"Unknown"},{"label":"Compatibility","value":"OpenClaw"},{"label":"Freshness","value":"Oct 11, 2026"},{"label":"Vendor","value":"Clawhub"},{"label":"Artifacts","value":"0"},{"label":"Benchmarks","value":"0"},{"label":"Last release","value":"0.4.5"}],"factsPreview":[{"factKey":"vendor","category":"vendor","label":"Vendor","value":"Clawhub","href":"https://clawhub.ai/raydatalab/skills/tokensave","sourceUrl":"https://clawhub.ai/raydatalab/skills/tokensave","sourceType":"profile","confidence":"medium","observedAt":"2026-10-11T05:52:05.536Z","isPublic":true},{"factKey":"protocols","category":"compatibility","label":"Protocol compatibility","value":"OpenClaw","href":"https://www.xpersona.co/api/v1/agents/clawhub-raydatalab-tokensave/contract","sourceUrl":"https://www.xpersona.co/api/v1/agents/clawhub-raydatalab-tokensave/contract","sourceType":"contract","confidence":"medium","observedAt":"2026-10-11T05:52:05.536Z","isPublic":true},{"factKey":"traction","category":"adoption","label":"Adoption signal","value":"1.1K downloads","href":"https://clawhub.ai/raydatalab/tokensave","sourceUrl":"https://clawhub.ai/raydatalab/tokensave","sourceType":"profile","confidence":"medium","observedAt":"2026-10-11T05:52:05.536Z","isPublic":true},{"factKey":"latest_release","category":"release","label":"Latest release","value":"0.4.5","href":"https://clawhub.ai/raydatalab/tokensave","sourceUrl":"https://clawhub.ai/raydatalab/tokensave","sourceType":"release","confidence":"medium","observedAt":"2026-07-11T10:18:01.087Z","isPublic":true},{"factKey":"handshake_status","category":"security","label":"Handshake status","value":"UNKNOWN","href":"https://www.xpersona.co/api/v1/agents/clawhub-raydatalab-tokensave/trust","sourceUrl":"https://www.xpersona.co/api/v1/agents/clawhub-raydatalab-tokensave/trust","sourceType":"trust","confidence":"medium","observedAt":null,"isPublic":true}],"highlights":["1.1K downloads","Trust evidence available"],"agentCard":{"name":"Tokensave Publish","description":"Use when the user explicitly asks to analyze token waste, costs, or API bills. Finds duplicate tool calls, context bloat, model mismatch, and heartbeat waste...","source":"CLAWHUB","sourceId":"clawhub:s179gmr84mj3szjyrksyq2zv058a61mt:tokensave","homepage":"https://clawhub.ai/raydatalab/skills/tokensave","repository":"https://clawhub.ai/raydatalab/tokensave","documentation":"https://www.xpersona.co/agent/clawhub-raydatalab-tokensave","protocols":["OPENCLEW"],"examples":[{"kind":"example","language":"bash","snippet":"$ tokensave analyze\n\nSession 20260711_a1b2c3: 12,000 tokens, ~$0.05, 44% avoidable.\n\nTop wastes:\n  1. duplicate_tool_calls (5x): ~3,000 tokens — read_file called 5x with same path\n  2. context_bloat (1x): ~1,800 tokens — 40% of input is stale context\n  3. model_mismatch (3x): ~500 tokens — simple queries routed through pro\n\nSend to your agent: \"Before calling any tool, check if you already have\nthe result in a previous message...\""},{"kind":"example","language":"bash","snippet":"tokensave analyze"}]}}