{"id":"cmuxirsx30yaiad07evwu2xbd","slug":"stable-baselines3","publicId":"a2f00a43-c867-42e3-84f3-40806a7ac97b","name":"stable-baselines3","description":"Trains and evaluates single-agent reinforcement learning with Stable Baselines3 (PPO, SAC, DQN, TD3, DDPG, A2C), Gymnasium custom environments, vectorized rollouts, callbacks, and checkpoint normalization. Applies to reproducible RL experiments, continuous control, discrete actions, and SB3-Contrib recurrent or masked policies.","version":"2.0","author":"k-dense-ai","license":"MIT license","compatibility":"Requires Python 3.10+, PyTorch >= 2.8, and stable-baselines3 2.9.0. Gymnasium environments; optional extras for TensorBoard and Atari (ale-py).","status":"completed","overallGrade":"B","scannerVersion":11,"fileCount":8,"hasSkillMd":true,"hasScripts":true,"hasReferences":true,"hasEvals":false,"hasAssets":false,"sourceType":"github","sourceUrl":"https://github.com/k-dense-ai/scientific-agent-skills/tree/main/skills/stable-baselines3","createdAt":"2026-10-07T02:59:54.255Z","completedAt":"2026-10-07T02:59:54.183Z","visibility":"public","publishedAt":"2026-09-10T21:05:35.793Z","category":"","frameworks":[],"badgeStatus":"conditional","downloadCount":0,"verdictRationale":{"summary":"Skill has warnings: 1 warning in security or structure checks.","verdict":"warn","scanners":[{"source":"vettd","weight":1,"verdict":"warn"},{"source":"cisco","weight":0.8,"verdict":"pass"}],"consensus":"warn","warnTriggers":["References external URL — review for indirect prompt injection risk"],"policyVersion":"consensus-v1","hardFailTriggers":[]},"verdictPolicyVersion":"consensus-v1","skillId":"cmtw0o0ddbacoad07d15p8fxv","findings":[{"id":"cmuxirsx30yajad07m223uctd","source":"vettd","category":"security","label":"References external URL — review for indirect prompt injection risk","detail":"External URL(s) detected in SKILL.md — referenced content can change after audit","severity":"medium","ruleId":"VTD-0088","owaspLlmCategory":null,"intent":null,"chainId":null,"fingerprint":"42638a8b7e9fc5df27449992eaebc724","filepath":"SKILL.md"}],"scannerRuns":[{"source":"cisco","status":"success","verdict":null,"grade":"A","findingCount":0,"criticalCount":0,"highCount":0},{"source":"vettd","status":"success","verdict":null,"grade":"B","findingCount":1,"criticalCount":0,"highCount":0}],"user":{"name":"Kris Mondlane","image":"https://avatars.githubusercontent.com/u/237055?v=4"},"repository":{"owner":"k-dense-ai","name":"scientific-agent-skills"},"freshness":{"status":"verified_unchanged","reason":null,"retryable":false,"renamedTo":null,"lastCheckedAt":"2026-10-22T01:28:39.435Z","lastVerifiedAt":"2026-10-22T01:28:39.435Z","lastChangeDetectedAt":"2026-10-06T21:56:15.543Z","scannedHash":"bd7ded709b3585269840fd0aa6b25b6b1d53091c","latestUpstreamHash":"bd7ded709b3585269840fd0aa6b25b6b1d53091c","nextCheckDueAt":"2026-10-23T03:11:29.858Z"},"signalCategories":[{"category":"safety","label":"Safety","form":"graded","verdict":null,"rows":[]},{"category":"reliability","label":"Reliability & Quality","form":"graded","verdict":null,"rows":[]},{"category":"performance","label":"Performance","form":"measured","verdict":{"form":"measured","magnitudes":[{"ruleId":"performance/static-context-tokens","label":"Static context tokens","value":3338,"unit":null,"method":"tiktoken/cl100k_base/skill-md-body"}]},"rows":[{"origin":"signal","id":"cmuxirx7w0yw3ad07j0mxyf1m","subjectType":"skill_audit","subjectId":"cmuxirsx30yaiad07evwu2xbd","relatedType":"","relatedId":"","dataCategory":"performance","sourceClass":"scan","source":"vettd","ruleId":"performance/progressive-disclosure","severity":null,"label":"Progressive disclosure","detail":null,"valueNum":null,"valueText":"present","unit":null,"method":null,"derivation":"read","confidence":null,"sampleSize":null,"synthetic":false,"firstParty":true,"observedAt":"2026-10-07T02:59:49.000Z","payload":null},{"origin":"signal","id":"cmuxirtaj0ydoad07adandtiq","subjectType":"skill_audit","subjectId":"cmuxirsx30yaiad07evwu2xbd","relatedType":"","relatedId":"","dataCategory":"performance","sourceClass":"scan","source":"vettd","ruleId":"performance/static-context-tokens","severity":null,"label":"Static context tokens","detail":null,"valueNum":3338,"valueText":null,"unit":null,"method":"tiktoken/cl100k_base/skill-md-body","derivation":null,"confidence":null,"sampleSize":null,"synthetic":false,"firstParty":true,"observedAt":"2026-10-07T02:59:49.000Z","payload":null}]},{"category":"cost","label":"Cost","form":"measured","verdict":null,"rows":[]},{"category":"compatibility","label":"Compatibility","form":"unjudged","verdict":{"form":"unjudged"},"rows":[{"origin":"signal","id":"cmuxirxav0ywuad07qajjv038","subjectType":"skill_audit","subjectId":"cmuxirsx30yaiad07evwu2xbd","relatedType":"","relatedId":"","dataCategory":"compatibility","sourceClass":"scan","source":"vettd","ruleId":"compatibility/cli-help","severity":null,"label":"CLI help","detail":null,"valueNum":null,"valueText":"present","unit":null,"method":null,"derivation":"read","confidence":null,"sampleSize":null,"synthetic":false,"firstParty":true,"observedAt":"2026-10-07T02:59:49.000Z","payload":null},{"origin":"signal","id":"cmuxirtdl0yefad07y4i6v7o7","subjectType":"skill_audit","subjectId":"cmuxirsx30yaiad07evwu2xbd","relatedType":"","relatedId":"","dataCategory":"compatibility","sourceClass":"scan","source":"vettd","ruleId":"compatibility/declared-environment-assumptions","severity":null,"label":"Declared environment assumptions","detail":null,"valueNum":null,"valueText":"Requires Python 3.10+, PyTorch >= 2.8, and stable-baselines3 2.9.0. Gymnasium environments; optional extras for TensorBoard and Atari (ale-py).","unit":null,"method":null,"derivation":"read","confidence":null,"sampleSize":null,"synthetic":false,"firstParty":true,"observedAt":"2026-10-07T02:59:49.000Z","payload":null},{"origin":"signal","id":"cmuxirulz0ynnad07yz29o0e4","subjectType":"skill_audit","subjectId":"cmuxirsx30yaiad07evwu2xbd","relatedType":"","relatedId":"","dataCategory":"compatibility","sourceClass":"scan","source":"vettd","ruleId":"compatibility/declared-name","severity":null,"label":"Declared skill name","detail":null,"valueNum":null,"valueText":"stable-baselines3","unit":null,"method":null,"derivation":"read","confidence":null,"sampleSize":null,"synthetic":false,"firstParty":true,"observedAt":"2026-10-07T02:59:49.000Z","payload":null},{"origin":"signal","id":"cmuxirtrm0yhjad07lkl3ifst","subjectType":"skill_audit","subjectId":"cmuxirsx30yaiad07evwu2xbd","relatedType":"declared_tool","relatedId":"Bash","dataCategory":"compatibility","sourceClass":"scan","source":"vettd","ruleId":"compatibility/declared-required-tools","severity":null,"label":"Declared required tool","detail":null,"valueNum":null,"valueText":"Bash","unit":null,"method":null,"derivation":"read","confidence":null,"sampleSize":null,"synthetic":false,"firstParty":true,"observedAt":"2026-10-07T02:59:49.000Z","payload":null},{"origin":"signal","id":"cmuxirtwv0yipad07ximsxouz","subjectType":"skill_audit","subjectId":"cmuxirsx30yaiad07evwu2xbd","relatedType":"declared_tool","relatedId":"Edit","dataCategory":"compatibility","sourceClass":"scan","source":"vettd","ruleId":"compatibility/declared-required-tools","severity":null,"label":"Declared required tool","detail":null,"valueNum":null,"valueText":"Edit","unit":null,"method":null,"derivation":"read","confidence":null,"sampleSize":null,"synthetic":false,"firstParty":true,"observedAt":"2026-10-07T02:59:49.000Z","payload":null},{"origin":"signal","id":"cmuxiru240yjoad07bb22jy7x","subjectType":"skill_audit","subjectId":"cmuxirsx30yaiad07evwu2xbd","relatedType":"declared_tool","relatedId":"Read","dataCategory":"compatibility","sourceClass":"scan","source":"vettd","ruleId":"compatibility/declared-required-tools","severity":null,"label":"Declared required tool","detail":null,"valueNum":null,"valueText":"Read","unit":null,"method":null,"derivation":"read","confidence":null,"sampleSize":null,"synthetic":false,"firstParty":true,"observedAt":"2026-10-07T02:59:49.000Z","payload":null},{"origin":"signal","id":"cmuxiru5k0ykxad07tw86f0al","subjectType":"skill_audit","subjectId":"cmuxirsx30yaiad07evwu2xbd","relatedType":"declared_tool","relatedId":"Write","dataCategory":"compatibility","sourceClass":"scan","source":"vettd","ruleId":"compatibility/declared-required-tools","severity":null,"label":"Declared required tool","detail":null,"valueNum":null,"valueText":"Write","unit":null,"method":null,"derivation":"read","confidence":null,"sampleSize":null,"synthetic":false,"firstParty":true,"observedAt":"2026-10-07T02:59:49.000Z","payload":null},{"origin":"signal","id":"cmuxirxg50yxoad07e8sxw6hd","subjectType":"skill_audit","subjectId":"cmuxirsx30yaiad07evwu2xbd","relatedType":"","relatedId":"","dataCategory":"compatibility","sourceClass":"scan","source":"vettd","ruleId":"compatibility/structured-output","severity":null,"label":"Structured output","detail":null,"valueNum":null,"valueText":"absent","unit":null,"method":null,"derivation":"read","confidence":null,"sampleSize":null,"synthetic":false,"firstParty":true,"observedAt":"2026-10-07T02:59:49.000Z","payload":null}]},{"category":"sentiment","label":"Popularity","form":"unjudged","verdict":null,"rows":[]},{"category":"characteristics","label":"Characteristics","form":"unjudged","verdict":null,"rows":[]}],"signalCount":30,"publisherSupplied":["name","description","author","version","license"]}