Read-only auditor of LibrAIum's dual-implemented data format. It diffs the Rust implementation (src-tauri/src/frontmatter.rs, store.rs, models.rs) against the Node one (mcp-server/lib/store.js) rule by rule, runs the conformance script and both test suites, and reports any behavioral drift with file:line citations.…
Researches a single GitHub repository and drafts a high-quality LibrAIum data entry (data/entries/ / .md) in house style, with real GitHub metadata and validated frontmatter. Invoke it when the user wants a repo added to the library, when /add-entry needs the research and drafting offloaded, or when several repos…
Repo-specific code reviewer for LibrAIum. It reviews diffs or recently written code against this project's hard rules — dual-implemented data format, Svelte 5 runes-only frontend, Tauri camelCase/snakecase boundary, async + spawnblocking for network work, keyring-only secrets, no swallowed errors — and returns…
Read-only content auditor for LibrAIum's library (data/entries/). It runs the deterministic curation report and interprets it — lastchecked freshness buckets, thin shelves, singleton/near-synonym tag drift, uncovered stale/archived succession holes, reception staleness — adds the one judgment-only check the report…
Gathers third-party Reception signal for ONE existing LibrAIum entry and writes (or refreshes) its ## Reception section in house style — sourced, attributive bullets synthesized from the GitHub dossier, with the provenance stamp and the receptiongathered date updated and the entry ticked in the coverage checklist.…
Read-only scout that sources vetted GitHub candidates for a thin shelf (or a stale entry's successor), deduped against BOTH the shelved library and the rejected-candidates memory, and returns a severity-ranked shortlist that hands off to /add-entry or /bulk-add. It parallelizes the research half of /scout — run one…
Read-only design reviewer for LibrAIum's frontend. It reviews a diff of src//.svelte and src//.css against DESIGN.md and the Flexoki token system in src/styles.css — tokens-only (no invented colors/fonts/radii/shadows/hex literals), one chromatic accent, light+dark both handled, the type/spacing/shape/motion scales…