Karpathy Feishu Wiki Knowledge Management
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About this skill
Problem
Many teams do not lack content in Feishu Wiki; they lack a repeatable knowledge consolidation workflow. Raw material often sits in docs, chats, and tables, and manual curation can create duplicate pages, uneven quality, missing links, and out-of-sync indexes. Karpathy Feishu Wiki Knowledge Management turns that workflow into an executable skill: read a source document from a configured inbox node, compile it, validate quality, deduplicate against existing Wiki pages, write to the target Wiki, and update the multidimensional table index.
Core Workflow
The skill supports single-document compilation and batch compilation. For a single document:
- Fetch the inbox document with feishu_fetch_doc and extract title, source URL, author, time, tags, and notes.
- Generate a structured summary and body, then refine concepts and tags.
- Check title length, content length, required sections, and pass score against thresholds in references/config.md.
- Search existing Wiki nodes before creating anything. Compare titles, concepts, and tags; rewrite/update when similarity crosses the rewrite threshold, create a linked new doc when within the related range, or create normally otherwise.
- Write the result with feishu_create_doc or feishu_update_doc, then backfill status, compile time, and Wiki link fields in the configured index table.
Batch mode reads pending rows from the index table, processes them in the configured batch size, and reports success, warning, and error details.
Boundaries
The skill depends on Feishu tooling: feishu_fetch_doc, feishu_create_doc, feishu_update_doc, feishu_wiki_space_node, and feishu_bitable_app_table_record. Before use, fill in space IDs, field names, status names, thresholds, and templates in references/config.md. Do not assume another team uses the same field names or space layout. If the environment lacks these tools or uses different tool names, adapt the integration first.
Use Cases
- Operations staff store external articles in a Feishu inbox and need them compiled into Wiki pages with summaries, body text, and tags.
- Knowledge admins batch-process pending articles and expect sequential compilation, index status writes, and success or error reports.
- Content editors check existing Wiki docs before page creation and ask for similar topics to be rewritten or bidirectionally linked.
- Engineering owners track knowledge intake in Bitable and need final Wiki links backfilled into the main index fields immediately.
Best For
- Operations staff who need external articles consolidated into a Feishu Wiki
- Knowledge admins responsible for syncing intake indexes
- Content editors who need duplicate reduction and internal link maintenance
- Agent engineers who must verify Feishu tooling and field configuration
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