{"id":"cmst0e3n572g3ad0976zi3byy","slug":"llama-cpp","publicId":"9d167ba9-efbb-47a0-ab4f-70f405c5e286","name":"llama-cpp","description":"llama.cpp local GGUF inference + HF Hub model discovery.","version":"2.1.2","author":"Orchestra Research","license":"MIT","compatibility":"","status":"completed","overallGrade":"B","scannerVersion":9,"fileCount":7,"hasSkillMd":true,"hasScripts":false,"hasReferences":true,"hasEvals":false,"hasAssets":false,"sourceType":"github","sourceUrl":"https://github.com/NousResearch/hermes-agent/tree/main/skills/mlops/inference/llama-cpp","createdAt":"2026-08-14T13:54:52.530Z","completedAt":"2026-08-14T13:54:52.528Z","visibility":"public","publishedAt":"2026-07-02T14:11:59.978Z","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":"cmr3l2hqo0066ad0922amlao2","findings":[{"id":"cmst0e3n672giad09cux6b29b","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"},{"id":"cmst0e3n672ghad0950r0lh51","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":"cmst0e3n672g9ad097gims8t2","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":"negligent","chainId":null,"fingerprint":"e09767e7943872a2754f559ba01ef7db","filepath":""},{"id":"cmst0e3n672ggad09m1k4o9tg","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":"cmst0e3n672g5ad09umzoqdog","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":"cmst0e3n672g6ad090aru2itv","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":"cmst0e3n672g4ad09mg7zps05","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":"cmst0e3n672g8ad09et5ucpv2","source":"vettd","category":"structure","label":"Valid name field","detail":"Name \"llama-cpp\" follows spec (lowercase, hyphens, ≤64 chars)","severity":"info","ruleId":"VTD-0099","owaspLlmCategory":null,"intent":null,"chainId":null,"fingerprint":"5ba54eca0b3e299a99112de98cbcd97f","filepath":""},{"id":"cmst0e3n672gbad09lqmxmdgv","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":"cmst0e3n672gaad09h4254bwg","source":"vettd","category":"description","label":"Description within character limit","detail":"56/1024 characters used","severity":"info","ruleId":"VTD-0110","owaspLlmCategory":null,"intent":null,"chainId":null,"fingerprint":"66553d595a652c45a6f0d4353184b37e","filepath":""},{"id":"cmst0e3n672gdad09bb2qi7mj","source":"vettd","category":"best-practices","label":"Examples included","detail":"Found code blocks, input/output samples, or an examples section — concrete samples help agents pattern-match effectively","severity":"info","ruleId":"VTD-0103","owaspLlmCategory":null,"intent":null,"chainId":null,"fingerprint":"c2ceb48c4af3c87dafa32ec2596251b8","filepath":""},{"id":"cmst0e3n672gfad09qd9ypj1v","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":"cmst0e3n672gcad09p0snpths","source":"vettd","category":"best-practices","label":"SKILL.md body length is reasonable","detail":"237 lines (recommended: under 500)","severity":"info","ruleId":"VTD-0101","owaspLlmCategory":null,"intent":null,"chainId":null,"fingerprint":"42debaa072535bf5650f90d3168f0b93","filepath":""},{"id":"cmst0e3n672gead09qj7gct6d","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":"cmst0e3n672g7ad09ci8q2luk","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":"cisco","status":"success","verdict":null,"grade":"A","findingCount":0,"criticalCount":0,"highCount":0},{"source":"vettd","status":"success","verdict":null,"grade":"B","findingCount":15,"criticalCount":0,"highCount":0}],"user":{"name":"Justin Pacella","image":"https://avatars.githubusercontent.com/u/97124458?v=4"},"repository":{"owner":"NousResearch","name":"hermes-agent"},"freshness":{"status":"unreachable","reason":"ref_not_found","retryable":false,"renamedTo":null,"lastCheckedAt":"2026-10-21T11:29:39.341Z","lastVerifiedAt":"2026-08-29T17:24:14.193Z","lastChangeDetectedAt":"2026-08-12T12:41:46.822Z","scannedHash":"a78f0d7e57940dae8f8a78a28ff8e964c90d157d","latestUpstreamHash":"a78f0d7e57940dae8f8a78a28ff8e964c90d157d","nextCheckDueAt":"2026-10-28T11:29:39.341Z"},"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":21,"publisherSupplied":["name","description","author","version","license"]}