{
 "schema_version": 1,
 "generated": "2026-10-20",
 "id": "evermind-ai-skillcorpus--build-custom-skill-corpus-from-own-sources",
 "repo": "EverMind-AI/SkillCorpus",
 "repo_url": "https://github.com/EverMind-AI/SkillCorpus",
 "repo_slug": "evermind-ai-skillcorpus",
 "title": "Build a private skill corpus from your own registry",
 "page_title": "How to build a private skill corpus from your own registry with Skill Corpus",
 "summary": "Run the Skill Corpus pipeline on your own source registry, applying curation, safety, and license gates.",
 "who": "A team that maintains its own internal SKILL.md files and wants to filter, score, and deduplicate them before giving them to agents.",
 "problem": "Raw skill collections mix duplicates, unsafe content, and unclear licenses, which makes them unreliable as agent context.",
 "outcome": "An exported corpus in parquet form with attachments and a dataset card, ready to serve to your agents.",
 "steps": [
  "Clone the repository with `git clone https://github.com/EverMind-AI/SkillCorpus` (inferred from the repo URL). (inferred, check the README)",
  "Point the aggregate step at your own source registry as described in the aggregate/ and curate/ modules.",
  "Run the build chain with the cli in skillcorpus/cli.py, which the README says runs ingest, quality_pass, dedup_pass, license_audit, and export.corpus. (inferred, check the README)",
  "Check the output with the stats command and the schema in docs/corpus-schema.md."
 ],
 "agent_prompt": "Clone https://github.com/EverMind-AI/SkillCorpus, configure the aggregate step with the source registry at <registry path>, run the build command in skillcorpus/cli.py, and report the exported corpus path and skill count. Verify that the export contains skills.parquet and the dataset card.",
 "agents": [
  "any"
 ],
 "difficulty": "Advanced",
 "time": "2 hours",
 "basis": "readme",
 "caveat": "The README says LLM classification and quality scoring fall back to rules when no model endpoint is reachable, so results without a model endpoint may be less refined.",
 "category": "Software and DevOps",
 "tags": [
  "Software and DevOps"
 ],
 "lang": "python",
 "requirements": [
  "Internet access to reach the hosted SkillHub API or the plugin install guide",
  "Python 3 for the example script or the self-hosting setup",
  "An OpenAI-compatible API key only if you use the --ask option of the example script",
  "PyTorch and transformers (from skillcorpus/match/requirements.txt) and a machine able to run two 0.6B models for self-hosting"
 ],
 "risk": "dual-use",
 "seen_in_the_wild": false,
 "mentioned_publicly": false,
 "risks": [],
 "best": false,
 "score": 0.8,
 "evidence": [],
 "url": "https://dedupedai.com/use-cases/evermind-ai-skillcorpus/build-custom-skill-corpus-from-own-sources/",
 "md": "https://dedupedai.com/use-cases/evermind-ai-skillcorpus/build-custom-skill-corpus-from-own-sources/index.md",
 "disclaimer": "Deduped lists open-source repositories that belong to other people. We do not own, maintain, audit, or vouch for any of them, and a repo appearing here is not an endorsement or a safety check. The use cases, steps, and prompts are written by AI and may be incomplete, outdated, or just wrong. Where a use case is marked \"Seen in the wild\", we link to public posts where someone described something similar, but we have not verified those posts and the use case itself is still our AI's own write-up. Use all of this at your own risk. Only run code, commands, or agents on systems and accounts you are authorized to use, and read the code and every command before you run it, especially anything that touches credentials, files, or the network. Nothing here is professional, security, legal, or financial advice. All trademarks and project names belong to their respective owners, and their use here does not imply affiliation. Content is provided as is, without warranties of any kind. Found a mistake, a safety problem, or something you want removed? Email hello@dedupedai.com and we will look at it promptly.",
 "api": "https://dedupedai.com/api/v1/usecases/evermind-ai-skillcorpus--build-custom-skill-corpus-from-own-sources.json",
 "api_version": "v1"
}