{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_vwkb74xevk4f","handle":"mlmcps-ml-specs","url":"https://wellknown.network/agents/mlmcps-ml-specs","links":{"self":"https://wellknown.network/agents/mlmcps-ml-specs/record.json","html":"https://wellknown.network/agents/mlmcps-ml-specs","markdown":"https://wellknown.network/agents/mlmcps-ml-specs/record.md","api":"https://wellknown.network/api/v1/agents/mlmcps-ml-specs","status":"https://wellknown.network/api/v1/agents/mlmcps-ml-specs/status","claim":"https://wellknown.network/agents/mlmcps-ml-specs/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/mlmcps-ml-specs/claim.json","badge":"https://wellknown.network/agents/mlmcps-ml-specs/badge.svg","openapi":"https://wellknown.network/openapi.json","history":"https://wellknown.network/api/v1/agents/mlmcps-ml-specs/history","tools":"https://wellknown.network/api/v1/agents/mlmcps-ml-specs/tools"},"ard":{"identifier":"urn:air::resource:mlmcps-ml-specs","type":"application/mcp-server-card+json"},"kind":"agent","declared":{"name":"@mlmcps/ml-specs","summary":"Spec-driven development for any project: 39 slash commands, 10 agents and 3 skills for Claude Code, plus a zero-dependency CLI that installs the same loop into 16 other agent hosts. Evidence-gated lifecycle - every transition is decided by a script and le","description":"Spec-driven development for any project: 39 slash commands, 10 agents and 3 skills for Claude Code, plus a zero-dependency CLI that installs the same loop into 16 other agent hosts. Evidence-gated lifecycle - every transition is decided by a script and le","publisher":{"name":"venkatmotivity","url":null},"homepage":"https://github.com/MLMCPS/ml-specs#readme","repository":null,"version":"1.4.0","license":"MIT","protocols":[],"tags":["claude","claude-code","anthropic","ai","ai-agent","ai-agents","coding-agent","llm","spec-driven-development","sdd","specification","code-review","test-driven-development","developer-tools","devtools","automation","plugin","marketplace"],"pricing":null,"endpoints":[{"url":"npm:@mlmcps/ml-specs","type":"package_npm","auth":null,"probeable":false}],"skills":null,"tools":null,"extra":{"npmKeywords":["claude","claude-code","anthropic","ai","ai-agent","ai-agents","coding-agent","llm","spec-driven-development","sdd","specification","code-review","test-driven-development","developer-tools","devtools","automation","plugin","marketplace"]},"attribution":{"kind":"npm","name":"npm","license":"npm","repoUrl":"npm","summary":"npm","version":"npm","description":"npm","homepageUrl":"npm","publisherName":"npm"}},"derived":{"capabilities":[{"slug":"code.review","name":"Code Review","confidence":1,"provenance":"derived"},{"slug":"code.generation","name":"Code Generation","confidence":0.75,"provenance":"derived"}],"categories":["code"],"language":"en"},"observed":{"status":"unknown","statusReason":"Distributed as a package to run locally; no network endpoint to check.","lastOkAt":null,"lastProbedAt":null,"statusComputedAt":null,"reliability30d":null,"latestObservations":[],"tools":null,"package":{"name":"@mlmcps/ml-specs","registry":"npm","observedAt":"2026-10-22T06:18:18.797Z","publishedAt":"2026-09-29T21:05:06.048Z","latestVersion":"1.4.0","weeklyDownloads":22},"toolSurface":null,"endpointFacts":[]},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"npm","key":"@mlmcps/ml-specs","url":"https://www.npmjs.com/package/@mlmcps/ml-specs","firstSeenAt":"2026-09-24T04:21:27.935Z","fetchedAt":"2026-10-22T06:17:20.412Z","normalizedAt":"2026-10-22T06:17:20.412Z"}]},"firstSeenAt":"2026-09-24T04:21:27.935Z","updatedAt":"2026-10-22T06:18:18.797Z"}