{"id":"cmrociml3002xad08fcqy6jmd","slug":"unslothskill","publicId":"72c95c39-aae5-47db-878d-478774ea48f5","name":"unsloth/SKILL","description":"Unsloth: 2-5x faster LoRA/QLoRA fine-tuning, less VRAM.","version":"","author":null,"license":"","compatibility":"","status":"completed","overallGrade":"B","scannerVersion":1,"fileCount":0,"hasSkillMd":false,"hasScripts":false,"hasReferences":false,"hasEvals":false,"hasAssets":false,"sourceType":"cli","sourceUrl":"","createdAt":"2026-07-17T02:55:45.823Z","completedAt":"2026-07-17T02:55:44.714Z","visibility":"public","publishedAt":"2026-07-28T14:51:23.277Z","category":"","frameworks":[],"badgeStatus":"conditional","downloadCount":0,"verdictRationale":null,"verdictPolicyVersion":null,"skillId":"cmrociltk0004ad08uwabvrzv","findings":[{"id":"cmrocio1z01ekad08t5o87bcj","source":"vettd","category":"security","label":"Embedded chat-template special token","detail":"Detected in references/llms-txt.md:157 (8 matches) — `<|im_start|>user`","severity":"medium","ruleId":"VTD-0076","owaspLlmCategory":null,"intent":null,"chainId":null,"fingerprint":"f95a0ee7320417f38d65d5d84890f244","filepath":""},{"id":"cmrocio1z01emad08t2rk0d0k","source":"vettd","category":"security","label":"References external URL — review for indirect prompt injection risk","detail":"External URL(s) detected in references/llms-full.md — referenced content can change after audit","severity":"medium","ruleId":"VTD-0088","owaspLlmCategory":null,"intent":null,"chainId":null,"fingerprint":"885bf1b4de9a77b02bbb1cdf717927d5","filepath":""},{"id":"cmrocio1z01elad08e0segari","source":"vettd","category":"security","label":"No prompt injection or jailbreak signals detected","detail":"Scanned text content for instruction override, jailbreak framing, credential solicitation, and embedded injection markers","severity":"info","ruleId":"VTD-0092","owaspLlmCategory":null,"intent":null,"chainId":null,"fingerprint":"ee5675c6452295fc92108d4c30cfebf6","filepath":""},{"id":"cmrocio1z01ecad08c29mmwyk","source":"vettd","category":"security","label":"No repository link","detail":"No repository field found in SKILL.md frontmatter. Skills without a verifiable source repository cannot be externally audited.","severity":"info","ruleId":"VTD-0083","owaspLlmCategory":null,"intent":null,"chainId":null,"fingerprint":"e09767e7943872a2754f559ba01ef7db","filepath":""},{"id":"cmrocio1z01ejad082a3jk5pr","source":"vettd","category":"security","label":"No secrets or unsafe code patterns detected","detail":"Scanned all files for credentials, private keys, and code-level risks (eval, shell exec, destructive ops)","severity":"info","ruleId":"VTD-0091","owaspLlmCategory":null,"intent":null,"chainId":null,"fingerprint":"2e3428ecd3c04cac33cabd959f51437a","filepath":""},{"id":"cmrocio1z01e8ad08b1zfbh5n","source":"vettd","category":"structure","label":"No scripts/ directory","detail":"Consider bundling reusable scripts for validation and automation","severity":"info","ruleId":"VTD-0096","owaspLlmCategory":null,"intent":null,"chainId":null,"fingerprint":"21a167b473d29b0a653734953d43b2fc","filepath":""},{"id":"cmrocio1z01e9ad089kbs7c83","source":"vettd","category":"structure","label":"references/ directory present","detail":"Additional documentation files available for progressive disclosure","severity":"info","ruleId":"VTD-0097","owaspLlmCategory":null,"intent":null,"chainId":null,"fingerprint":"a5f22b7185c58877c3d5a94338930d62","filepath":""},{"id":"cmrocio1z01e7ad08azlr0i74","source":"vettd","category":"structure","label":"SKILL.md present","detail":"Required skill definition file found","severity":"info","ruleId":"VTD-0095","owaspLlmCategory":null,"intent":null,"chainId":null,"fingerprint":"c4ab14319b89c3d0802fadf0dd105bac","filepath":""},{"id":"cmrocio1z01ebad087dtvihfa","source":"vettd","category":"structure","label":"Valid name field","detail":"Name \"unsloth\" follows spec (lowercase, hyphens, ≤64 chars)","severity":"info","ruleId":"VTD-0099","owaspLlmCategory":null,"intent":null,"chainId":null,"fingerprint":"5ba54eca0b3e299a99112de98cbcd97f","filepath":""},{"id":"cmrocio1z01eead082slvqh1t","source":"vettd","category":"description","label":"Description lacks usage context","detail":"Add context like \"Use this skill when...\" to help agents know when to activate it","severity":"info","ruleId":"VTD-0111","owaspLlmCategory":null,"intent":null,"chainId":null,"fingerprint":"e325ab773f2c18f6f9d864add6464110","filepath":""},{"id":"cmrocio1z01edad08rgqireiv","source":"vettd","category":"description","label":"Description within character limit","detail":"55/1024 characters used","severity":"info","ruleId":"VTD-0110","owaspLlmCategory":null,"intent":null,"chainId":null,"fingerprint":"66553d595a652c45a6f0d4353184b37e","filepath":""},{"id":"cmrocio1z01egad08wa88uohy","source":"vettd","category":"best-practices","label":"No examples found","detail":"Add code blocks, input/output samples, or before/after examples to improve agent accuracy","severity":"info","ruleId":"VTD-0103","owaspLlmCategory":null,"intent":null,"chainId":null,"fingerprint":"c2ceb48c4af3c87dafa32ec2596251b8","filepath":""},{"id":"cmrocio1z01eiad08pul5sz6q","source":"vettd","category":"best-practices","label":"Progressive disclosure used","detail":"SKILL.md body references files in references/, scripts/, or assets/ — agents can load additional context on demand instead of consuming everything upfront","severity":"info","ruleId":"VTD-0107","owaspLlmCategory":null,"intent":null,"chainId":null,"fingerprint":"6fd5870d64ef20cb2bbaf421f8655a32","filepath":""},{"id":"cmrocio1z01efad08u4krwtzu","source":"vettd","category":"best-practices","label":"SKILL.md body length is reasonable","detail":"71 lines (recommended: under 500)","severity":"info","ruleId":"VTD-0101","owaspLlmCategory":null,"intent":null,"chainId":null,"fingerprint":"42debaa072535bf5650f90d3168f0b93","filepath":""},{"id":"cmrocio1z01ehad08gzo0bamh","source":"vettd","category":"best-practices","label":"Step-by-step workflow found","detail":"Structured procedures improve reliability for complex tasks","severity":"info","ruleId":"VTD-0106","owaspLlmCategory":null,"intent":null,"chainId":null,"fingerprint":"2368c9a31ac52269c854f105795cf28c","filepath":""},{"id":"cmrocio1z01eaad08o0brapyr","source":"vettd","category":"evals","label":"No evaluation test cases","detail":"Add an evals/ directory with test prompts and expected outputs to measure skill quality","severity":"info","ruleId":"VTD-0118","owaspLlmCategory":null,"intent":null,"chainId":null,"fingerprint":"41d019e0494a4a9763fc23c948d14e09","filepath":""}],"scannerRuns":[{"source":"vettd","status":"success","verdict":null,"grade":null,"findingCount":16,"criticalCount":0,"highCount":0}],"user":{"name":"Justin Pacella","image":"https://avatars.githubusercontent.com/u/97124458?v=4"},"repository":null,"freshness":null,"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":null,"rows":[]},{"category":"cost","label":"Cost","form":"measured","verdict":null,"rows":[]},{"category":"compatibility","label":"Compatibility","form":"unjudged","verdict":null,"rows":[]},{"category":"sentiment","label":"Popularity","form":"unjudged","verdict":null,"rows":[]},{"category":"characteristics","label":"Characteristics","form":"unjudged","verdict":null,"rows":[]}],"signalCount":16,"publisherSupplied":["name","description","author","version","license"]}