Agent skill · operations · borghei
knowledge-ops
Audit and repair an internal knowledge base — staleness, ownership gaps, orphans, duplication, and findability. Use when the wiki is untrusted, docs are out of date, nobody owns pages, or search returns the wrong answer.
Why this skill is useful
Adds a script for auditing knowledge base health and identifying stale or orphaned documents, which the AI wouldn't reliably generate on its own.
What it needs
Requires python3 installed locally. About 7k tokens when loaded. Last updated 2026-07-21. 462 stars on the source repository.
What this skill does
Knowledge Operations Knowledge bases do not fail by being incomplete. They fail by becoming untrustworthy: once a reader has been burned twice by a confidently wrong page, they stop reading and start asking in chat, and every subsequent doc you write is written into a void. This skill treats the KB as an operational system with owners, freshness SLAs, and a measurable health score — not as a writing backlog. The core insight is that deletion is the highest-value action available. Most struggling knowledge bases need 30% fewer pages, not more pages. When to use this skill The wiki is large and distrusted — people ask in chat rather than search, and are right to A doc audit is due before onboarding a cohort, an acquisition merge, or a compliance review Search returns the wrong page consistently, usually because three near-duplicates compete Nobody owns large parts of the KB and nobody can say what is current Planning a documentation-debt sprint and needing a ranked backlog rather than a wish list Migrating between wiki platforms and needing to decide what survives the move Inputs the skill expects A doc inventory: path, title, owner, last-updated date, and outbound links Criticality tier per doc, or enough signal (traffic, area) to infer it Usage data if available — 90-day views separate the load-bearing pages from the archive The as-of date for the audit, so results are reproducible Your freshness SLA policy, or acceptance of the default tiering below Whether deletion is politically possible, which changes the entire remediation plan Clarify First Before generating, confirm these inputs. …
How to use it
Reference it in AdaL, Claude Code, Cursor or any coding agent — nothing to install:
@skills borghei/knowledge-ops