knowledge-organizer（知识组织者）

Knowledge Organizer

This skill turns article links, drafts, and notes into structured Markdown with duplicate checks, tags, summaries, related-note suggestions, image downloads, and optional sync targets for Obsidian, Feishu, and Tencent IMA.

Use Cases

• Store content in a knowledge base
• Organize articles
• Apply tags
• Archive notes
• Generate summaries
• Suggest related notes

Capabilities

• Generate Obsidian-ready notes with YAML frontmatter, wikilinks, embeds, and block IDs
• If draft.images is present, download images into assets/ and keep relative references in the note body; common fields like src, data_src, data-original, data-lazy-src, srcset, url, image_url, and original are supported
• Run duplicate detection before writing, covering URL, hash, alias, and similarity checks
• Treat duplicate hits as normal control flow; the CLI returns a structured decision result
• Recommend directly linkable related notes
• Validate tags against the knowledge-base tag contract
• Sync to Feishu through the official OpenClaw openclaw-lark plugin
• Sync to Tencent IMA through the direct import_doc OpenAPI flow
• Orchestrate destination=obsidian|feishu|ima with mode=once|sync

Usage

• For Obsidian, set destination=obsidian, provide vault_root, and let the runtime write directly to local markdown files.
• For Feishu, set destination=feishu and make sure the OpenClaw openclaw-lark plugin is available for feishu_create_doc and feishu_update_doc.
• For Feishu placement, set one of FEISHU_WIKI_NODE, FEISHU_WIKI_SPACE / FEISHU_KB_ID, or FEISHU_FOLDER_TOKEN / FEISHU_FOLDER_ID when your OpenClaw host needs an explicit target location.
• The bare python3 -m scripts.knowledge_sync CLI cannot inject an OpenClaw transport on its own; use it for validation or dry-run, and run real Feishu imports through an OpenClaw host/plugin transport.
• FEISHU_IMPORT_ENDPOINT is only for explicit custom transport setups; do not set it unless you intentionally want to override the default OpenClaw plugin path.
• For Tencent IMA, set destination=ima and configure IMA_OPENAPI_CLIENTID and IMA_OPENAPI_APIKEY before syncing.
• Use mode=once for a single import run, or mode=sync to skip items whose content hash has not changed.
• The shared sync orchestrator lives in scripts/knowledge_sync.py, and can be used with --markdown-path, --folder-path, or --link.

Usage Examples

• Obsidian: python3 -m scripts.knowledge_sync --destination obsidian --mode once --state .sync-state.json --vault-root /path/to/vault --markdown-path draft.md
• Feishu validation / dry-run: python3 -m scripts.knowledge_sync --destination feishu --mode once --state .sync-state.json --markdown-path draft.md --dry-run
• Feishu real import: run the same draft through an OpenClaw host that exposes openclaw-lark / feishu_create_doc / feishu_update_doc
• Tencent IMA: python3 -m scripts.knowledge_sync --destination ima --mode sync --state .sync-state.json --folder-path drafts/
• Disable one or more destinations: add --disable obsidian,feishu to skip the selected targets when invoking the sync orchestrator.

Workflow

1. Get content: use a browser for public-account links, prefer xiaohongshu-mcp for Xiaohongshu links, use web_fetch for other web pages, and process user-provided content directly
2. Normalize the source: use scripts/import_sources.py, scripts/import_normalizer.py, and scripts/import_models.py to build a shared ImportDraft
3. Check duplicates before final write: prefer URL + title + similarity checks, and treat duplicate hits as normal control flow
4. Choose a destination: scripts/knowledge_sync.py dispatches to obsidian, feishu, or ima
5. Render or import: scripts/obsidian_note.py generates the content and destination path, while scripts/feishu_kb.py and scripts/ima_kb.py build the sync payloads
6. Write or sync: runtime writes directly to destination_path for Obsidian, or stores SyncStateRecord for Feishu/IMA

For WeChat public-account imports, read references/wechat-import.md before doing browser extraction, image handling, or final write.

Execution Rules

• After reading this skill, follow its workflow before improvising your own path
• Do not skip duplicate checks on import tasks
• If a browser/evaluate call fails twice because of parameter misuse, stop blind retries and re-read the workflow / reference
• Prefer reusing bundled scripts over hand-writing a parallel pipeline when the scripts already cover the task
• For article imports, separate the pipeline into: fetch/normalize → duplicate-check → render → write, instead of mixing all steps together
• Before running script-based import flows, prefer checking scripts/check_runtime.py to confirm Python and knowledge-base paths are available
• For Feishu import, prefer the official OpenClaw openclaw-lark plugin (feishu_create_doc / feishu_update_doc) and use Lark Markdown with <image url="..."/> / <file url="..." name="..."/>
• For IMA import, use the direct OpenAPI import_doc flow with IMA_OPENAPI_CLIENTID and IMA_OPENAPI_APIKEY

Contract

• Input: structured draft, title aliases, source metadata, summary, bullets, excerpts, images, related notes, and vault root
• Output: RenderedNote(content, destination_path) for Obsidian, or a SyncStateRecord-backed import result for Feishu/IMA
• Frontmatter must include title, aliases, tags, source_type, source_url, published, created, updated, importance, status, and canonical_hash
• Before writing tags, require at least 1 domain tag and 1 type tag, with a total of 5-10 tags
• Vault root must be a non-empty absolute path
• Vault root should come from OPENCLAW_KB_ROOT when available
• This contract covers frontmatter / wikilink / embed / block id rules
• Feishu payloads use title + markdown + placement fields (folder_token / wiki_node / wiki_space)
• IMA payloads use content_format=1, content, and optional folder_id

WeChat Notes

• WeChat article links (mp.weixin.qq.com) are a special case: default to browser, not web_fetch
• Prefer the container order documented in references/wechat-import.md when extracting正文
• For image extraction, prefer data-src, then src, then data-original / data_src / original
• Preserve or add from=appmsg on WeChat image URLs when needed
• Normalize image fields before conversion when possible (treat resolved data-src as the final src)
• Strip common tail noise (scan prompts, 授权提示, 阅读原文引导) before final render
• browser act with evaluation must include fn; missing fn is a caller error, not a reason to improvise blindly

Xiaohongshu Notes

• Xiaohongshu links are a special case: default to xiaohongshu-mcp, not generic web_fetch
• Prefer checking MCP status first when the workflow depends on local login/session
• Prefer detail for complete note content; use search → detail only when direct note identifiers are missing
• Treat Xiaohongshu as a structured content source, not just a webpage snapshot
• Preserve source metadata such as author, publish time, tags, images, and engagement when available

draft.images Example

images:
  - path: /absolute/path/to/local.png
    alt: Local image
  - src: https://example.com/cover.png
    alt: Remote image
  - srcset: https://example.com/cover-1x.png 1x, https://example.com/cover-2x.png 2x
    alt: Responsive image

path is for local files. src / data_src / data-original / data-lazy-src / original etc. are used for remote images; srcset prefers the highest-value candidate.

Compatibility

• OpenClaw 兼容
• Codex 兼容
• Obsidian vault 工作流

OpenClaw 2026.3.22 Notes

• Install this repository as a directory skill so OpenClaw can discover SKILL.md, scripts/, references/, and tests/ together
• Prefer openclaw skills install / openclaw skills update for native skill management, or install through ClawHub / bundle flows when packaging this repository for distribution
• Keep the skill name as knowledge-organizer so bundle-to-skill mapping stays stable across OpenClaw and Codex environments
• Obsidian flows need a valid absolute vault root; prefer OPENCLAW_KB_ROOT when it is available
• Feishu sync depends on the official openclaw-lark plugin being installed and configured, with feishu_create_doc / feishu_update_doc available in the OpenClaw host
• Feishu placement envs such as FEISHU_WIKI_SPACE, FEISHU_FOLDER_TOKEN, FEISHU_WIKI_NODE, FEISHU_KB_ID, and FEISHU_FOLDER_ID are optional routing hints, not always-required secrets
• Feishu sync from CLI examples requires an OpenClaw host/plugin transport; the bare Python entrypoint only validates the flow and reports missing transport clearly
• Xiaohongshu imports depend on xiaohongshu-mcp being available before the workflow reaches structured note extraction
• Tencent IMA sync depends on IMA_OPENAPI_CLIENTID and IMA_OPENAPI_APIKEY
• This skill does not depend on legacy Chrome relay settings, deprecated CLAWDBOT_* / MOLTBOT_* env names, or removed OpenClaw plugin SDK shims

Project Links

• GitHub repository: <https://github.com/cjke84/knowledge-organizer>

Output Template

✅ Stored in knowledge base

📁 Location: knowledge-base/xxx.md
🏷️ Tags: tag1, tag2, tag3
📋 Summary: one-sentence summary
⭐ Importance: core
🔗 Related notes: xxx, yyy