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    llm knowledge base builder

    1

    Scaffold, compile, and maintain structured AI-ready knowledge bases with source traceability and health checks.

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    llm knowledge base builder

    llm knowledge base builder

    Example session with this skill installed

    I need to build a knowledge base for my cyber security governance project. I have raw policy PDFs and audit logs. Give me a professional folder scaffold and a health check template.

    • Read your context and instructions
    • Compiled the llm knowledge base
    • Generated the document

    I have generated the professional folder scaffolding and a specialized health check template for your cyber security governance library. This structure ensures raw evidence is preserved separately from your synthesized compliance mappings.

    Cyber Governance Knowledge Base Scaffold

    cyber_kb/
├── raw/                # Unmodified policy PDFs and raw audit logs
├── sources/            # Source register and metadata (origin, date, sensitivity)
├── wiki/               # Structured markdown articles (Policies, Controls, Standards)
│   ├── frameworks/     # ISO27001, NIST CSF, or SOC2 mappings
│   ├── evidence/       # Validated audit artifacts linked to wiki articles
│   └── decisions/      # Log of governance exceptions and risk acceptances
├── outputs/            # Generated compliance reports and executive briefs
├── logs/               # Activity logs and knowledge base updates
├── templates/          # Standardized intake and reporting forms
└── CLAUDE.md           # Knowledge base operating guide and system instructions

    Knowledge Base Health Check Template

    Check TypeLogicPass/Fail Criteria
    Source TraceabilityEvery claim in wiki/ must link to a file in raw/.Fail if unsourced assertions exist.
    Control GapsMap wiki articles against frameworks/ requirements.Fail if required controls are missing.
    Stale ContentCheck logs/ for articles not updated in 90 days.Warning if review date is exceeded.
    Conflict DetectionCross-reference decisions/ against current raw/ policies.Fail if policy updates contradict active exceptions.
    Evidence IntegrityVerify all links in evidence/ resolve to raw/ files.Fail if broken links are detected.

    Next steps

    1. Initialize the directory structure using the scaffold above.
    2. Populate the raw/ folder with your existing policy PDFs and audit logs.
    3. Use the health check template to perform an initial gap analysis of your source material.

    llm-knowledge-base-builder.pdf

    PDF · document

    Generated

    Example file from a real run - the skill writes it into your workspace.

    Connects securely to your tools. The creator never sees your data.

    What you get

    Scaffold professional folder structures for local or cloud knowledge bases.Compile raw research notes into interlinked Markdown wiki articles.Audit knowledge bases for contradictions, gaps, and unsupported claims.Create CLAUDE.md operating guides for better agent-driven retrieval.

    About this skill

    The problem

    Managing disparate project documents, web captures, and raw notes often leads to fragmented information that AI cannot effectively query. Developers and researchers struggle to maintain source traceability and consistency as a local knowledge base grows.

    What it does

    • Scaffolds structured folder hierarchies for raw sources, wiki articles, and project logs.
    • Generates operating guides and CLAUDE.md files to improve agent-based knowledge retrieval.
    • Compiles raw source material into interlinked Markdown wiki articles with explicit source traceability.
    • Performs health checks to identify content gaps, stale topics, and factual contradictions between sources.

    Frameworks & tools

    Optimized for local Markdown environments, Obsidian, Claude Projects, ChatGPT Projects, and AnythingLLM.

    Why this beats prompting it yourself

    Manually organizing files and maintaining an index is prone to drift and broken links. This skill enforces a consistent schema and source-intake logic that prevents the AI from hallucinating unsupported claims or mixing raw data with synthesized summaries.

    Use cases

    • Building a cyber governance library for GRC, risk, and compliance evidence.
    • Maintaining an AI configuration reference and agent skill design repository.
    • Structuring technical research collections from PDFs and web captures.
    • Creating a reusable second brain for professional content planning and executive briefs.

    Known limitations

    Cannot perform live web scraping of paywalled or authenticated content. Requires manual source ingestion if external tool connectors are not configured.

    How to install

    Works the same in every agent - Claude, Cursor, Codex, Copilot and 20+ more.

    ~30 seconds
    1. 1

      Download the ZIP

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    2. 2

      Unzip into your skills folder

      Every agent reads skills from one folder on your machine. Drop the unzipped folder in there.

    3. 3

      Ask your agent to use it

      Restart the agent if it was already running. It picks the skill up automatically - no config needed.

    Skills folder by agent

    Click the path to copy it. Create the folder if it does not exist yet.

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    Recently published to Agensi

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    Trust & safety

    Security scanned

    Verified clean 1 month ago

    • Passed all security checks, Safe to install

    Listed1 month ago

    What's inside

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