Help us improve
Share bugs, ideas, or general feedback.
From ak-wiki
Generate a digest of the wiki: recent activity summary, key themes by cluster, tier distribution (active/archived/frozen), coverage gaps, cross-cutting synthesis, stale custom dimensions, and suggested next actions. The weekly health report for your knowledge base.
npx claudepluginhub surebeli/ak-llm-wikiHow this skill is triggered — by the user, by Claude, or both
Slash command
/ak-wiki:wiki-digestThe summary Claude sees in its skill listing — used to decide when to auto-load this skill
Generate a structured digest of the wiki's current state. Unlike `wiki-query` (which
Fetches up-to-date documentation from Context7 for libraries and frameworks like React, Next.js, Prisma. Use for setup questions, API references, and code examples.
Applies a firm's KYC/AML rules grid to parsed onboarding records: assigns risk rating, checks required documents, outputs rule outcomes with citations, and routes for escalation.
Designs test strategies and plans with testing pyramid. Covers APIs, frontend, data pipelines, infrastructure; outputs plans including coverage targets, examples, and gaps.
Share bugs, ideas, or general feedback.
Generate a structured digest of the wiki's current state. Unlike wiki-query (which
answers a specific question) and wiki-lint (which checks structural health),
wiki-digest provides a high-level synthesis: what has been compiled, how it
clusters, what is missing, and what connections are worth exploring.
Think of it as the weekly editorial meeting for your knowledge base.
Always read orientation files before running:
read_file {wiki_path}/SCHEMA.md
read_file {wiki_path}/index.md
read_file {wiki_path}/log.md
① Parse arguments:
--since=Nd or --since=YYYY-MM-DD — scope to recent activity (default: all time)--focus=<topic> — narrow digest to a specific theme or tag--format=brief — 1-page summary; full — full analysis with all sections (default)--tier=<tier> — default active; also all, archived, frozen.
When tiers are enabled in SCHEMA.md, the inventory/cluster/gap sections
restrict to the chosen tier. Tier distribution is always reported
regardless of filter.② Activity summary (from log.md): Parse log.md entries in the time window. Count by action type:
## [YYYY-MM-DD] ingest | Article Title
## [YYYY-MM-DD] query | Question asked
## [YYYY-MM-DD] lint | N issues found
Build a timeline: what was added, when, in what order.
③ Inventory scan (from index.md):
--since date (compare against created frontmatter)④ Theme clustering: Group pages by shared tags from SCHEMA.md taxonomy. For each cluster:
⑤ Coverage gap analysis: For each cluster, check:
⑥ Cross-cutting synthesis (full format only): Look across clusters for emergent connections:
⑥b Tier distribution (if SCHEMA.md memory_tiers.enabled: true):
Compute, for every wiki page, its tier from the driving-field date
(default: published_at → fallback ingested_at). A page inherits the
most recent tier across its cited sources — any active source pulls
the page into active. Report:
active: N | archived: M | frozen: K--since window
("aging out" list — these may deserve a refresh ingest)tier_override: (manual overrides are respected)
When tiers are disabled, skip this section entirely.⑥c Stale custom dimensions (if SCHEMA.md declares any):
For each dimension where refresh_on includes digest, scan pages and
find ones whose dimension value is likely stale:
type: enum fields: value is not the most recent valid option
(e.g. version: 1.0 when the latest ingested version is 2.3)Offer to re-prompt for each stale page. This is non-blocking — the user can say "skip all" and digest continues. The point is a gentle reminder, not interruption.
⑦ Suggested next actions: Based on gaps and clusters, suggest specific actions:
[Operation] wiki-digest | {scope}
━━━ Activity ({since} to {today}) ━━━
Ingests: {N} | Queries: {M} | Lints: {K}
Timeline: {chronological list of key events}
━━━ Inventory ━━━
Total pages: {N} (entities: {a}, concepts: {b}, comparisons: {c}, queries: {d})
New since {since}: {N} pages
Most-linked: [[{page1}]] ({N} links), [[{page2}]] ({M} links)
Orphans: {list or "none"}
━━━ Theme Clusters ━━━
{tag-name} ({N} pages) — anchor: [[{page}]]
{list of pages with one-line summaries}
Status: {well-developed | sparse | no synthesis page}
...
━━━ Coverage Gaps ━━━
• {Gap description and suggested action}
• ...
━━━ Cross-cutting Synthesis ━━━
{2–4 emergent connections or themes, with page citations}
━━━ Memory Tiers ━━━ (only if enabled in SCHEMA.md)
active: {N} pages (driving field: {field})
archived: {M} pages
frozen: {K} pages
Aging out since {since}: {list of pages that just crossed active→archived}
━━━ Stale Custom Dimensions ━━━ (only if any dimension has refresh_on: digest)
{dimension-name}: {N} pages with potentially stale values
• [[page-1]] — current: {val}, newer ingest suggests: {new-val}
• ...
→ re-prompt? [y/n/later]
━━━ Suggested Next Actions ━━━
1. {action} → {skill invocation}
2. {action} → {skill invocation}
...
[Suggested next]
→ ak-wiki:wiki-ingest <source> or ak-wiki:wiki-lint
--format=brief)Condensed to a single block:
[wiki-digest | brief | {date}]
{N} pages · {M} clusters · {K} new since {since}
Top themes: {tag1} ({N}), {tag2} ({M}), {tag3} ({K})
Gaps: {top 2 gaps}
Suggested: {top action}