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Load context for UI, frontend, navigation, and analytics work. Use when starting any visual, interaction, or engagement task.
Install with Codex or Claude Copy this prompt, paste it into Codex, Claude, or another assistant, and let it review the skill page and install it for you.
Based on SOC occupation classification
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