wikify-connect-repo

SkillDocs & knowledge

Connect 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.

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/ and config/ live). Non-interactive/batch: do only --refresh (regenerate already-connected concepts); never auto-connect new ones.

Procedure

  1. Propose (deterministic; no model, writes nothing). Run:

    wikify connect
    

    It 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 is tag (an explicit concepts: frontmatter match — authoritative) or a name/token match. Nothing is written yet.

  2. 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-path to drop via --exclude.

  3. Apply (deterministic). Wire the chosen concepts:

    wikify connect --apply <key1,key2,...>   [--exclude <repo/rel-path,...>]
    

    This writes, inside regenerable connect:auto blocks (hand prose untouched):

    • on each wiki/concepts/<key>.md — a ## In this wiki's repos list 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 --refresh
    

    This skill owns --refresh — the ingest skill only hands off here and never runs wikify connect itself.

  4. Deepen a hub (optional; LLM, only where asked). For a concept worth a real cross-repo narrative, edit its wiki/concepts/<key>.md prose outside the connect:auto block: 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.

  5. Record. Append one line to the host log.md per 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:auto block is connected — no side-file). After a new ingest, wikify connect --refresh regenerates every already-connected concept's links (picking up the new repo's matches); re-running --apply on 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 a wiki/concepts/<key>.md and 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

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Sep 2026
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skill
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wikify-connect-repo
Source
github.com/vlasenkoalexey/tpu_performance_autoresearch_wiki