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Load context for UI, frontend, navigation, and analytics work. Use when starting any visual, interaction, or engagement task.
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Baseado na classificação ocupacional SOC
Run OCR and translation quality evaluations across scripts and languages. Produces research-grade reports with MCR, cross-model agreement, embedding-space hallucination detection, and corpus readiness scores.
Run a Glass Bead Game session — a parlor game played against the Source Library corpus. Players connect verified passages from different books, times, and traditions into a growing string of 'beads,' with Claude as librarian, verifier, and scribe. Trigger when the user says 'glass bead game,' 'let's play beads,' or asks to start/resume/publish a game session. Claude runs the search-verify-display loop; humans do the noticing, choosing, and judging.
Stage-2 verification of first-translation flips using INDEPENDENT Claude subagents (subscription, not API key) with full evidence capture. Use to verify proposed badge changes (demotes/promotes) before writing any public claim — the binding step that catches AI-fabricated priors. Each subagent reports its actual search queries + sources, persisted to the first_translation_attempts provenance log.
Triage and respond to the user-feedback queue — pull open feedback, detect items already fixed but never marked, route translation-requests and metadata-corrections, mark items resolved, and (on approval) email submitters. Use when asked to check/triage/answer/clear feedback, "what are people saying?", or "respond to feedback."
Sweep Claude's private per-machine memory for team-relevant operational knowledge and propose moving it into the shared repo (or the private ops repo) as draft PRs. Use to promote lessons that accreted privately, or run on a schedule. Never auto-merges; never leaks.
One-shot audience & usage report — signups, DAU/MAU, time on-site, traffic, top content, search behavior, referrers, countries, and user journeys. Use when asked "what's our usage?", "how many signups?", "time on site?", "traffic?", or any audience/engagement metrics question.
| name | ui-context |
| description | Load context for UI, frontend, navigation, and analytics work. Use when starting any visual, interaction, or engagement task. |
Read these files before proceeding with UI work:
memory/ui-navigation.md — Hydration patterns, book URL rules, analytics.claude/docs/style-system.md — Colors, tokens, shared constants.claude/docs/analytics.md — Analytics & engagement system.claude/docs/search.md — Search systembookUrl(book) for internal links (slug-based). Hex IDs break client nav./api/image?url= as book.thumbnail — crashes Next.js <Image> SSRnavigator.sendBeacon() for analytics tracking, never axiosuseSearchParams() in Suspense boundary — triggers BAILOUT_TO_CLIENT_SIDE_RENDERINGsrc/proxy.ts safety middleware — use POST-based admin routesAfter reading the memory files above, flag anything that contradicts what you observe in the codebase:
.claude/docs/structured-data.md.claude/docs/editions.md.claude/docs/social-media.md