wikify-connect-repo
SkillDocs & knowledgeConnect ingested code silos on the concept axis, cross-link the same concept (a Pallas kernel, an optimization technique) across repos, inline like a normal wiki: the host wiki's concept page links down to each repo's implementation, and each implementation links back up. Selective by design, you choose WHICH concepts to connect (connecting everything drowns the pages). Trigger at the tail of an ingest (from the 2nd repo on) or when the user asks to connect / cross-link the ingested repos. No new page types; idempotent and re-runnable.
Available today. Use it from your connected AI after setup.
No other account needed.
Connect ahel once, and every AI you use reads what you have installed.
Then ask your AI: use the wikify-connect-repo skill
What this skill tells your AI
The instructions your AI receives, as published by vlasenkoalexey/tpu_performance_autoresearch_wiki in .claude/skills/wikify-connect-repo/SKILL.md and read by ahel’s review.
A single ingest produces a silo (wiki/<subdir>/<slug>/ with overview.md + concepts/ +
catalog/). This skill wires silos together on the concept axis, inline, as a normal wiki
— through the concept pages the host already curates (wiki/concepts/*.md). The concept page links
down to each repo's implementation page; each implementation links up to the concept. No
side-table, no new page type, no _connect/ artifact — just links on existing pages.
Selective by design. Connecting every concept to every repo drowns the pages. So the human picks which concepts to connect at this phase — that is the whole point of the interactive step.
The Python/LLM split is hard here too. Candidate proposal + the link insertion are pure Python
(wikify connect). The only judgment is which concepts to connect (and, optionally, pruning a
stray name-match) — done at the ask below.
Preconditions
- The wiki has ≥2 ingested silos (the first repo has nothing to connect to) and a concept
vocabulary directory (
wiki/concepts/*.md). If either is missing, STOP — nothing to do. - Run from the wiki root (where
wiki/andconfig/live). Non-interactive/batch: do only--refresh(regenerate already-connected concepts); never auto-connect new ones.
Procedure
-
Propose (deterministic; no model, writes nothing). Run:
wikify connectIt prints each vocabulary concept that has candidate implementations across the silos (most-implemented first), the repos involved, and which concepts are already connected (
✓). A candidate istag(an explicitconcepts:frontmatter match — authoritative) or a name/token match. Nothing is written yet. -
Ask what to connect (interactive — the selective step). Show the human the proposed concepts and ask which to connect. Recommend the highest-value ones for the wiki's lens (e.g. the Pallas kernels + optimization techniques), not all of them — the goal is a useful spine, not a fully-connected graph. If a chosen concept's candidate list has an obvious name-collision (open the silo page to check when unsure), note the
repo/rel-pathto drop via--exclude. -
Apply (deterministic). Wire the chosen concepts:
wikify connect --apply <key1,key2,...> [--exclude <repo/rel-path,...>]This writes, inside regenerable
connect:autoblocks (hand prose untouched):- on each
wiki/concepts/<key>.md— a## In this wiki's reposlist linking down to every implementation page, grouped by repo; - on each linked silo concept page — a one-line up-link back to the concept(s) it's part of.
When this run follows a new ingest (the usual trigger), also refresh the concepts that were connected before, so they pick up the new repo's implementations:
wikify connect --refreshThis skill owns
--refresh— the ingest skill only hands off here and never runswikify connectitself. - on each
-
Deepen a hub (optional; LLM, only where asked). For a concept worth a real cross-repo narrative, edit its
wiki/concepts/<key>.mdprose outside theconnect:autoblock: a tight lens-framed definition, a short how the implementations differ synthesis grounded in the linked silo pages, and inbound backlinks (experiments/observations that used it). The auto block stays the machine-maintained link list; your prose sits above it. Never rewrite the linted silo pages — only their one-line up-link block is machine-managed. -
Record. Append one line to the host
log.mdper its convention (e.g.## [YYYY-MM-DD] connect | <n> concepts wired across <m> repos).
Notes
- Idempotent / re-runnable. Connection state is the wiki pages (a concept page with a
connect:autoblock is connected — no side-file). After a new ingest,wikify connect --refreshregenerates every already-connected concept's links (picking up the new repo's matches); re-running--applyon the same keys produces no churn. - Vocabulary is the host's. The concept keys are
wiki/concepts/filenames (or--vocab <dir>), never wikify's — a non-code or non-TPU wiki brings its own. To add a concept to the spine, add awiki/concepts/<key>.mdand connect it. - Dependency links (repos that import each other) are a separate, future op (design.md Stage 7 "(a) dependency links"): re-resolving an external citation against another silo's SCIP index. Not yet automated here; this skill covers the concept-correspondence half.
Signals
- GitHub stars
- 56
- Forks
- 5
- Last commit
- Sep 2026
Advanced
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wikify-connect-repo- Source
- github.com/vlasenkoalexey/tpu_performance_autoresearch_wiki