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Trace any feature end to end — webhook → handler → service → queue → worker → DB → storage → delivery — to find where a user's request actually broke. The map that points you at the right service, worker, table, and skill for each feature.
Codex 또는 Claude로 설치 이 Prompt를 복사해 Codex, Claude 또는 다른 어시스턴트에 붙여 넣으면 Skill 페이지를 검토하고 설치를 진행할 수 있습니다.
SOC 직업 분류 기준
Classroom-observation coaching pipeline — pluggable scoring frameworks (OECD/HOTS/TEACH/FICO), the async queue worker, lesson-plan integration, and session debugging.
How the bot logs — structured single-line JSON to the console, correlation IDs that thread a request across handler/queue/worker, semantic events, and an optional external log backend. Use when adding logging or wiring observability.
Pre-merge defensive checks for recurring, predictable bug classes — run before merging code that (a) emits new interactive button/list/Flow IDs, (b) edits or sends a Flow, (c) writes new enum/status values, (d) chains Supabase update+filter+select, (e) sends to a dormant user, or (f) tracks files toxic to a fresh clone. Each class has a concrete grep/SQL pre-flight and the failure mode it prevents.
A/B testing via a Thompson-sampling multi-armed bandit. DB-driven tests (ab_tests / ab_test_variants / ab_test_events) that learn the best-performing variant online. Use when adding or measuring a message/content experiment.
Query the bot's Postgres database with a read-only role. Use when analysing user metrics, debugging DB state, or exploring the schema. Column names: phone_number (not phone), first_name (not name) in the users table.
How testing works in this repo — the test runner, the domain-organised jest suites, the conformance guards that lock the schema/docs/source contracts, and the route-contract pattern for catching orphan dispatch. Use before adding tests or diagnosing CI.
| name | feature-tracer |
| description | Trace any feature end to end — webhook → handler → service → queue → worker → DB → storage → delivery — to find where a user's request actually broke. The map that points you at the right service, worker, table, and skill for each feature. |
Up: .claude/CLAUDE.md (config & skills router) · See also: debugging, digital-coach, logging, coaching, reading-assessment, registration, video-generation
This is the "where do I look?" hub. A tracer is a disciplined walk of one request through the system to find where it broke. The investigation rules and correlation-id mechanics live in debugging and logging; this skill maps each feature to the exact code path and storage so you know which service/worker/table to trace.
WhatsApp webhook → bot/whatsapp-bot.js
→ bot/shared/handlers/<type>.handler.js (routed by message type / button / flow)
→ bot/shared/services/<feature>/… (business logic; LLM, STT, TTS)
→ enqueue a job (the QUEUE_DRIVER queue)
→ bot/workers/<feature>.worker.js (long work: transcribe / generate / score)
→ Postgres rows + object storage (bot/shared/storage/r2.js)
→ delivery (bot/shared/services/whatsapp.service.js)
At each hop, the questions are: did the request reach this layer (a log line for the correlation id), did it
leave (a .completed event or the next layer's .started), and did it persist what it should (query the
table)? The hop where the trace goes quiet is the failure point.
users.id (UUID), don't assume.*_requests.status='completed' is not proof the user received anything; verify the send event.| Feature | Entry handler | Core service | Worker | Tables | Deep-dive skill |
|---|---|---|---|---|---|
| Coaching | voice / text handler | coaching-orchestrator.service.js | sqs-worker.js → coaching-processor.js | coaching_sessions | coaching |
| Reading assessment | text-message.handler.js (/reading) | reading-assessment.service.js + reading/* | (inline / queue) | reading_assessments | reading-assessment |
| Lesson plans | lesson-plan-v2.handler.js, image-message.handler.js | lesson-planning / router services | lesson-plan-generation.worker.js, lesson-plan-extraction.worker.js, pic-lp-kieai.worker.js | lesson_plans, lesson_plan_requests | — (see debugging) |
| Registration | text-message.handler.js, flow-response.handler.js | feature-registration.service.js | — | users | registration |
| Video | (video orchestrator) | video/video-orchestrator.service.js | video-generation.worker.js | video_requests, video_tasks | video-generation |
| Quiz (teacher → class; students answer) | text-message.handler.js (/quiz) | quiz/* services | quiz-job-handler.js | quizzes, quiz_questions, quiz_sessions, quiz_answers | — |
| Exam checker | exam-checker.handler.js | exam services | exam-grading.worker.js | exam_grades | — |
| Homework | homework-trigger.js | homework-lookup service | homework-bundle.worker.js | homework_chapters | — |
| Text chat | text-message.handler.js | chat / context services | — | conversations | — |
(Exact file list: bot/CLAUDE.md. Schema: infrastructure/supabase/00_complete-schema.sql.)
-- Find the user (by UUID downstream; phone only to look them up)
SELECT id, phone_number, first_name, preferred_language, registration_completed, created_at
FROM users WHERE phone_number = '<normalised phone>';
-- Recent activity for a user (swap the table per the feature map)
SELECT id, status, created_at FROM coaching_sessions
WHERE user_id = '<uuid>' ORDER BY created_at DESC LIMIT 20;
For artifacts in object storage (audio, PDFs, video), the row holds the key/URL — confirm the file exists
and was delivered, don't infer it from status. Ready-to-run analytics SQL:
database-analysis.