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Efficiently accumulate and retrieve competition knowledge in the knowledge/ stock layer (atomic pages + INDEX). Distill reusable insights from the daily-report flow and promote them, deduplicating and keeping things current. Use when an insight emerges, for weekly cleanup, or to recall past knowledge.

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Knowledge Wiki Skill

knowledge/ is a visible knowledge asset made of explicit in-repo .md files (committed and shared). It is distinct from Claude Code's memory/ — memory is cross-session personal notes, this is competition knowledge that gets committed.

For the design philosophy and page conventions, see knowledge/README.md. This skill mechanizes its operation.

Subcommands (dispatch on the first token of $ARGUMENTS)

blank: status check

  1. Read knowledge/INDEX.md (do not read all pages)
  2. Summarize page counts per category and the status distribution
  3. Propose knowledge gaps: insights present in recent daily reports but not yet promoted; pages stuck at idea/testing

add <topic or insight>: distill and promote

  1. Identify the target insight (from $ARGUMENTS, or the latest daily report / SESSION_NOTES)
  2. Dedup check: scan INDEX; if a page on the same topic exists, update it instead of creating a new one
  3. Decide the category (technique / data / error / decision / add a new one if needed)
  4. Create or update a page following the _template.md frontmatter:
    • id matches the filename (kebab-case)
    • always record provenance in source (daily-report date / exp folder)
    • set status appropriately (validated if confirmed, rejected if discarded)
    • fill impact with numbers (CV/LB delta) if available
    • cross-link related pages via links and [[id]] in the body
  5. Distill the body: takeaway → evidence → how to apply → caveats. Don't paste raw daily-report logs
  6. Append one line to INDEX.md (under the right category, with a hook)

find <query>: retrieve and load

  1. Read INDEX.md, pick 2-3 pages relevant to the query from their hooks
  2. Load only those pages and summarize
  3. Follow related [[links]] or suggest doing so

promote: harvest from the daily report

  1. Read the latest daily_reports/*.md
  2. Extract insights that have become "reusable conclusions" (exclude one-off work logs)
  3. Cross-check against existing pages; list the un-promoted ones as page proposals
  4. With user confirmation, run the add equivalent

consolidate: cleanup (roughly weekly)

  1. Bulk-load all page frontmatter (load bodies only as needed)
  2. Detect and propose:
    • duplicates: multiple pages on the same topic → merge
    • contradictions: conflicting conclusions → confirm which is newer/correct
    • staleness: pages whose premise changed → mark stale
    • orphans: pages no one links to → add links
  3. Regenerate INDEX.md (update page count and last-consolidated date)

Principles

  • Daily report first, knowledge second. Don't write straight to knowledge skipping flow (provenance is lost)
  • Stay atomic. One topic per page. Split when it grows
  • Keep rejected insights (rejected). "Didn't work" is valuable knowledge too
  • Keep INDEX current. Every new page gets one line in INDEX
  • When recalling, go INDEX → only the relevant page. Don't scan every page

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