wiki-manager
Wiki Manager organizes AI-generated knowledge bases as interconnected markdown articles compiled from ingested sources. It handles hub resolution, topic sub-wikis, incremental compilation, and semantic queries without external tools—all through Claude Code.
Wiki Manager builds and maintains LLM-compiled knowledge bases organized as structured markdown articles.
AI-generated summary based on this skill's SKILL.md
Decision gist · record as of 2026-07-15
Wiki Manager builds and maintains LLM-compiled knowledge bases organized as structured markdown articles. Wiki Manager organizes AI-generated knowledge bases as interconnected markdown articles compiled from ingested sources. It handles hub resolution, topic sub-wikis, incremental compilation, and semantic queries without external tools—all through Claude Code.
Use it when
- Yes.
- Wiki Manager audits wiki content quality, links, and provenance to ensure reliability.
Verify before relying
Read SKILL.md below before installing (18 files). Open directory: indexed for reading, not audited.
Install
nvk/llm-wiki/wiki-manager · repository language: Python
Open directory. Skills are indexed for reading, not audited. Review a skill's body before installing it.
Frequently asked questions
AI-generated answers based on this skill's SKILL.md and metadata
How do I set up a wiki for my project?
Wiki Manager lets you establish a project wiki by ingesting raw sources and organizing them into structured markdown articles. Start by defining your topic areas, then use Wiki Manager to compile sources into interconnected articles. The tool handles hub resolution and topic sub-wikis automatically, so you can build a discoverable knowledge base without external dependencies—everything runs through Claude Code.
Can Wiki Manager ingest documents into my wiki?
Yes. Wiki Manager ingests raw sources and organizes them into a discoverable wiki structure. It processes documents incrementally, compiling them into markdown articles with proper linking and cross-references. The ingestion pipeline lets you upload datasets, examples, and reference material, then automatically structures them for semantic querying and topic-based organization.
What quality checks does Wiki Manager perform?
Wiki Manager audits wiki content quality, links, and provenance to ensure reliability. It lints articles for errors, validates cross-references, and tracks the origin of compiled information. This audit capability helps you maintain a trustworthy knowledge base by catching broken links, orphaned articles, and quality issues before they affect discovery and usability.
How do I search my wiki for information?
Wiki Manager supports semantic queries across your knowledge base without requiring external search tools. You can search by topic, keyword, or conceptual relationship. The tool returns relevant markdown articles and their interconnections, letting you discover information through natural language queries that understand your wiki's structure and content relationships.
Can Wiki Manager manage multiple topic-based sub-wikis?
Wiki Manager handles archive, restore, and management of multiple topic-based sub-wikis. You can organize your knowledge base into separate topic collections, each with its own articles and cross-references. The tool tracks inventory across these sub-wikis and supports incremental compilation, so you can scale from single topics to complex multi-wiki ecosystems.
What does Wiki Manager track in my knowledge base?
Wiki Manager tracks inventory, datasets, and collections across your topic wikis. It maintains a catalog of artifacts, examples, and curated content, recording what exists in each sub-wiki and how topics interconnect. This inventory system helps you understand your knowledge base's scope and manage large datasets without losing track of what you've collected and organized.
SKILL.md
Rendered from the published skill. Quoted content, verbatim.
name: wiki-manager description: > LLM-compiled knowledge base manager. Activates when user works with wiki directories, mentions knowledge base management, asks knowledge questions in a project with a wiki, wants to ingest/import/compile/query/lint/audit knowledge, collect/catalog discoverable artifacts and examples, track inventory, manage source queues, candidates, corpora, entities, watch lists, dataset manifests, large datasets, or data that is too big for the wiki, archive old topic wikis, capture or rehydrate agent session context, curate user feedback, or uses /wiki commands. Also activates when user says "wiki", "knowledge base", "ingest", "import wiki", "ingest collection", "collect", "catalog", "curate", "find all", "compile wiki", "add to wiki", "search wiki", "audit", "librarian", "scan quality", "article quality", "content review", "output drift", "inventory", "ingest queue", "source queue", "candidate list", "watch list", "backlog", "dataset", "large data", "data registry", "dataset manifest", "archive wiki", "archive topic", "restore wiki", "session capture", "capture context", "rehydrate", "resume from session", "feedback", "user
(truncated - see the full file via the links below)
File tree — 15 files
claude-plugin/skills/wiki-manager/SKILL.md
claude-plugin/skills/wiki-manager/references/archive.md
claude-plugin/skills/wiki-manager/references/audit.md
claude-plugin/skills/wiki-manager/references/command-prelude.md
claude-plugin/skills/wiki-manager/references/compilation.md
claude-plugin/skills/wiki-manager/references/datasets.md
claude-plugin/skills/wiki-manager/references/feedback.md
claude-plugin/skills/wiki-manager/references/hub-resolution.md
claude-plugin/skills/wiki-manager/references/indexing.md
claude-plugin/skills/wiki-manager/references/ingestion.md
claude-plugin/skills/wiki-manager/references/inventory.md
claude-plugin/skills/wiki-manager/references/librarian.md
claude-plugin/skills/wiki-manager/references/linting.md
claude-plugin/skills/wiki-manager/references/projects.md
claude-plugin/skills/wiki-manager/references/query-lite.md
Let your AI agent find skills like this
Example. Real query, live index.
You found this page by searching. An agent finds it by wishing: SkillFed indexes 56,283 agent skills by what they can do, searchable in plain language.
wish › “Build and maintain an LLM-compiled knowledge base with structured markdown articles”
Give your agent the search over MCP, or paste the wish link into any chat. No install? Search from any chat →
Related skills
Wiki is a knowledge base manager that helps you build interconnected markdown articles from ingested sources. Initialize topic-scoped wikis, compile raw documents incrementally, query with Codex, and maintain structured indexes—all while keeping your sources immutable and synthesis honest.
LLM Wiki lets you build and maintain a self-contained personal knowledge base as plain markdown, organized into immutable source material and compiled articles you own. Sources land in a `raw/` directory, you compile them into `wiki/` articles, and the system keeps everything local—readable on GitHub and openable as an Obsidian vault. Query your knowledge, ingest new sources, lint for health, audit claims against their sources, or critique reasoning, all without external servers or embeddings.
Karpathy LLM Wiki organizes your knowledge into two layers: immutable source files and compiled wiki articles that grow together. Sources feed into raw directories, then compile into topic-organized wiki pages with automatic fact-checking against originals. The wiki becomes a persistent, compounding artifact you query and maintain over time.
wiki-query is a read-only protocol for fast, index-first lookups across llm-wiki knowledge bases. It prioritizes exact file citations and respects evidence boundaries, refusing to fill gaps from model memory. Use it for inventory checks and factual questions where provenance matters.
Search a self-contained markdown wiki covering transformer architectures, attention cost and efficiency, and long-context scaling. The skill provides read-only access to pre-compiled articles; use the companion llm-wiki skill to add or update content.
llm-wiki helps you create and maintain a compounding knowledge base as interlinked markdown files, inspired by Andrej Karpathy's pattern. Unlike traditional retrieval systems that rediscover information per query, this skill compiles knowledge once and keeps it current with built-in cross-references and contradiction detection. The agent handles summarization, filing, and maintenance while you curate sources and direct analysis.
More skills llm-wiki (MIT) · Skill (unlicensed) · llm-wiki (MIT)