knowledge-base
GitHub用于创建和维护面向 AI Agent 的 Markdown 知识库,支持笔记增删改查、索引构建及清理维护。通过原子化结构和稳定 ID 优化检索效率。
Trigger Scenarios
Install
npx skills add wonderwhy-er/DesktopCommanderMCP --skill knowledge-base -g -y
SKILL.md
Frontmatter
{
"name": "knowledge-base",
"version": "0.1.0",
"audience": "agent",
"description": "Create and maintain a Markdown knowledge base that any AI agent can read, search, and update. Use when the user wants to start a knowledge base, add or update notes, organize docs\/notes for an agent or LLM to consume, build an index of notes, or run a cleanup\/maintenance pass on an existing MD knowledge base. Triggers include \"knowledge base\", \"KB\", \"notes for the agent\", \"index of notes\", \"second brain\", \"docs for AI context\", \"add a note\", \"update the KB\"."
}
Knowledge Base (Markdown, agent-readable)
A knowledge base (KB) here is a folder of Markdown files designed so any AI agent can navigate it without a vector database: the agent reads one index file, picks the relevant notes by their descriptions, and opens only those. Keep the whole KB readable and the index lean — the index is what gets loaded into context, so it must be high-signal.
Apply the rules below when creating a new KB, adding/editing notes, or doing a maintenance pass. When the user's request is ambiguous (new KB vs. add note vs. cleanup), ask which one before acting.
Core principles (the "why")
- Index-first navigation. The index is a map, not a container. An agent
reads
INDEX.md, selects notes by their one-line descriptions, then opens only those files. No note is "in" the KB unless it's registered in the index. - Atomicity. One topic per note. If a title needs an "and", it's probably two notes. Atomic notes are easier to find, link, and reuse.
- Stable IDs. Every note has a permanent ID that never changes and is never reused, so links survive renames and moves.
- Linked with reason. When two notes connect, state why (prerequisite, supports, contrasts, see-also). Connections carry as much value as the notes.
- Lean instructions. Keep
INDEX.mdinstructions short and high-signal — it competes for the agent's context budget. Bodies load on demand. - Structured for retrieval. Clear H1 title and H2/H3 sections so an agent can grab the relevant slice of a note, not the whole thing.
Folder structure (nested by topic)
knowledge-base/
INDEX.md # entry point: instructions + full note registry
topics/
<topic>/
_topic.md # topic map: what this topic covers + its notes
<slug>.md # one atomic note
assets/ # images / attachments referenced by notes
- Topic folders are short, lowercase nouns (
auth,billing,deploys). _topic.mdis the topic-level map of content (MOC): a short intro plus links to every note in that topic. It is a convenience view;INDEX.mdremains the source of truth.
Naming rules
- Lowercase kebab-case, predictable and greppable:
topics/auth/session-tokens.md. - No spaces, no uppercase, no dates in filenames (dates live in frontmatter).
- The filename slug should match the note's
idslug portion.
Required frontmatter (every note)
---
id: 20260618-session-tokens # ID scheme: YYYYMMDD-slug. Stable. Never reuse or change.
title: Session tokens # human title, also the note's H1
tags: [auth, security] # only tags from the controlled list in INDEX.md
created: 2026-06-18
updated: 2026-06-18
related: [20260618-auth-flow] # IDs of linked notes
summary: One scannable sentence describing what this note covers.
---
id:YYYYMMDD-slug. Sortable, readable, stable. Different-titled same-day notes differ by slug; if two same-day notes would collide on the same slug, append-2,-3, … (check theINDEX.mdregistry before assigning). Once assigned, the id is permanent.summary: this exact sentence is what goes in the index registry — write it to help an agent decide whether to open the note.updated: bump it whenever the body changes.
Note body shape
# Session tokens
> Summary: One sentence (mirrors frontmatter summary).
## Context
Why this note exists / when it applies.
## Details
The actual content, in short H2/H3 sections.
## Related
- [Auth flow](auth-flow.md) — prerequisite: tokens are issued during the auth flow.
- [Rate limiting](../api/rate-limiting.md) — see-also: tokens carry the rate-limit key.
- Use relative links between notes and annotate the relationship in a phrase.
- Every link target should also appear in the note's
relatedfrontmatter.
INDEX.md (the single source of truth)
INDEX.md has two parts: operating instructions for agents, and the registry.
# Knowledge Base — Index
## How to use this KB (for agents)
1. Read this index first. Pick notes by their descriptions; open only those.
2. To answer a question, prefer opening 1–3 specific notes over scanning everything.
3. Cite the note `id` when you use information from it.
## How to update this KB (for agents)
- New idea → create a new note (atomic). Same idea changed → edit the note in place and bump `updated`.
- Any create / rename / delete MUST update this registry and the topic's `_topic.md` in the same change.
- Use only tags from the controlled vocabulary below; add a new tag here before using it.
## Controlled tags
`auth`, `security`, `billing`, `api`, `ops` <!-- extend deliberately -->
## Registry
### auth
- `20260618-auth-flow` — **Authentication flow** — `topics/auth/auth-flow.md` — How a user session is established end to end.
- `20260618-session-tokens` — **Session tokens** — `topics/auth/session-tokens.md` — Token format, lifetime, and rotation.
### billing
- `20260618-invoicing` — **Invoicing** — `topics/billing/invoicing.md` — How invoices are generated and sent.
Registry line format: `id` — **Title** — `path` — one-line description.
_topic.md (topic map)
# Auth
Notes covering authentication, sessions, and access control.
- [Authentication flow](auth-flow.md) — how a session is established.
- [Session tokens](session-tokens.md) — token format, lifetime, rotation.
Workflows
Create a new KB
create_directoryfor the folder structure above.write_fileINDEX.mdwith the instructions block, an empty controlled-tag list, and an empty registry.- Add the first topic folder +
_topic.md, then the first note (each viawrite_file). - Register the note in
INDEX.mdand link it from_topic.md—edit_blockboth so you touch only the changed lines.
Add a note
- Pick or create the topic folder (
list_directoryto see what's there). write_filethe note (kebab-case slug) with full frontmatter and the body shape.- Add cross-links (and mirror them in
related). - Register it in
INDEX.mdand link it in_topic.mdwithedit_block— same change.
Update a note
- Same idea, new information →
edit_blockthe note in place, bumpupdated, andedit_blockthe registry line if the scope changed. - Genuinely new idea →
write_filea new atomic note instead of expanding this one.
Maintenance pass (run on demand)
Use start_search (ripgrep) for text scans and get_file_info / list_directory
for existence checks — together they make this tractable at scale:
- Orphans (no inbound links — outbound doesn't matter):
start_searchthe KB for the note'sidand filename slug, then discount the self-matches that always exist — the note's own file,INDEX.md, and its_topic.md. Anything left is a genuine inbound reference; nothing left = orphan, so link it from a relevant note/MOC or archive it. - Broken links / drift: don't infer resolution from a text hit — a string
existing doesn't mean the file does. Confirm each registry path and
related:target exists withget_file_info(orlist_directoryper topic), and that every file on disk is registered. Use a text compare only for the titles/summaries-out-of-sync half. - Non-atomic notes: notes that grew to cover multiple topics → split them.
- Duplicates: near-identical notes → merge, keep one
id, redirect links. - Tag sprawl: read the controlled list from
INDEX.md, thenstart_searchthe frontmattertags:lines and flag any tag not on the list → reconcile. Pull candidates in bulk withread_multiple_files, apply fixes withedit_block, and report what changed.
Checklist before finishing any KB edit
- Every new/changed note has complete, valid frontmatter.
-
idis unique and unchanged; filename slug matches the id slug. - All links resolve and are mirrored in
related. -
INDEX.mdregistry and the topic_topic.mdreflect the change. - Tags are from the controlled vocabulary.
-
updatedbumped on every changed note.
Version History
- 1eccc8b Current 2026-07-25 10:15


