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Built 2026-04-25
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High Priority14
Turn the EdCity OQB scrape and teacher-source uploads into a QA-backed recommend…2026-04-08 Essai meeting
high · Leslie asked on 2026-04-01 whether the shared question files are enough for all grades or if Essai should still purchase textbooks offline. Eric proved the EdCity scraper works on 2026-04-02: 3,117 math MCQs captured, but about 95% are image-based.
Push teaching material into SQL tables for AI chat (`topic_id × atomic_skills` a…2026-03-28 Leslie check-in
high · Mar 28 check-in set this as a P0. 107 skills already exist, but they are not useful to Leslie's AI chat until moved into DB tables.
Confirm for Leslie where Trap data is currently saved2026-03-28 Leslie check-in
high · Explicit ask from the Mar 28 check-in. Needed so Leslie can reason about how Trap/context data feeds the AI chat.
Get Leslie + Renee to lock which features go into the next marketing video2026-04-08 Essai meeting
high · Leslie's Apr 8 meeting notes reframed the marketing thread into a concrete question: which features should be shown next, rather than just 'make more marketing assets'.
Wire EdCity (STARS / OQB / UPEP — pick one for v1) into AI Chat: choose agentic …2026-04-08 Essai meeting
high · Leslie meeting notes 2026-04-08 and WA: after showcase integration, next step is EdCity inside AI Chat with backend on Essai GitHub. OQB CLI already exists at tools/edcity-client.js.
Revise the product/UI emphasis so the question bank is more prominent2026-04-11 Leslie meeting doc
high · Leslie's latest meeting notes added a new packaging/product priority: revise the UI design to make the question bank more central, alongside the ongoing math QA and EdCity integration threads.
Complete source inventory validation with Leslie/Renee confirmation
critical · Eric
Resolve Azure SQL firewall for teaching material tables
high · Eric
Get feature selection decision for next marketing video
critical · Leslie, Renee
Design EdCity → AI Chat integration architecture
high · Eric
Full pull EdCity STAR — math packages [15, 16] only (sub-e7)r3-feasibility-2026-04-21
high · sub-e1 (2026-04-21) ran but hit packages 13-16 unfiltered; pulled 8,282 records that turned out to be Chinese+English language papers. sub-e5 (2026-04-22) discovered: pkg 13=star_chi, 14=star_eng, 15=star_math_zh, 16=star_math_en. Re-pull restricted to [15, 16]. Output: workdir/math/corpus/edcity-star/ (canonical/raw/images); prior pull at wrong-subject-quarantine/.
sub-e8: UPEP OnlineQB full pull (resumable, all 6 books, 14,597 Qs)sub-e6-2026-04-22
high · sub-e6 (2026-04-22) confirmed 14,597 P1-S3 math questions live across books 1A/1B/2A/2B/3A/3B (sc=SECJRMATH, JSMIA series). 100% image-based stems — must mirror assets. List pull is ~3 min; image asset mirror is multi-hour. Recommended priority: 1A→1B→3B→2A→3A→2B (ascending Q count, largest book last).
Fold Leslie's mixed Chinese/English math generation playbook into Path A generat…Eric Leslie Renee WhatsApp 2026-04-22
high · Leslie flagged 中英夹雜 in some math questions and shared a full rules pack: 5 anti-patterns, English→香港書面語 term map, trad punctuation/style rules, LLM checklist + 4 regex lints, Apr 2026 audit snapshot row counts. Paths (in sygy1920-code/essai monorepo): docs/playbooks/math-question-generation-language-rules.md, api/scripts/investigate_mixed_lang_math.js, api/scripts/fix_mixed_lang_math.js. Eric to decide how much lands in workdir/math CLIs vs stays in essai-api and how to align with existing chinese.js / trap phrase hygiene.
Generate a teacher-downloadable Word document for the EdCity / OQB showcase2026-04-14 Leslie WhatsApp
high · After reviewing the agentic OQB report, Leslie said the direction is good and asked for a Word document teachers can download for the showcase.
Open7
Turn Renee's uploads and related references into a durable school-feedback / tea…2026-04-08 Essai meeting
medium · Leslie's Apr 8 notes make teaching material a live workstream again: more school feedback and format discovery are needed. Current source pile still spans WA-only assets: teacher logins, Pearson/Oxford/mock-paper files, Mar 30 Sayo screenshots, and related competitor/reference material.
Turn the Apr 8 Cloud SAMs + privacy thread into a school-facing narrative2026-04-08 Essai meeting
medium · Apr 8 WA + Leslie notes: Renee surfaced Cloud SAMs / school case material, while Leslie framed the broader narrative around privacy plus agentic consolidation across fragmented school systems.
Tag normalization: STAR + TSA + EDB grade strings → canonical P1-S3 schemasub-e7-2026-04-22
medium · STAR records use mixed grade strings: P1/P2/.../P6 (English medium pkg 16), 小一/小二/.../小六 (Chinese medium pkg 15), 'Key Stage 3 (S1 - S3)' / '第三學習階段﹙中一至中三﹚' (KS3 in both). TSA records use S3/P6 cleanly. EDB uses KS1/KS2/KS3/curriculum. Need a canonical mapper to {P1..P6, S1..S3} for downstream competency mapping + UI filtering. Pure normalization — no re-extraction.
Teacher mocks segmentation + answer stitch fix (sub-e2.5)r3-feasibility-2026-04-21
low · sub-e2 (2026-04-21) processed 54/55 docx mocks → 1,411 records + 1,721 PNGs but parser bundled multiple Qs per record, filled topic_native with header text, left answer_native = null. All S6 DSE mocks (not P1-S3 critical). Output: workdir/math/corpus/teacher-mocks/.
TSA P6 MS stitching polish (sub-e4.5)sub-e4-2026-04-22
medium · sub-e4 (2026-04-22) parsed 20/20 TSA P6 PDFs → 765 records, but only 2.6% got answer_native populated. MS files for 12/16 papers absent or alignment broken. Need paper-specific patterns + keyed 1./(1) alignment. Output: workdir/math/corpus/tsa-p6/.
Refresh output/essai-math-coverage-audit.html with R3-corrected counts and per-s…r3-feasibility-2026-04-21
medium · Audit reframed to P1-S3 active workstream (DSE/S6 already covered by Essai generators). Subagents sub-e4/e5/e6 results folded in.
Draft WhatsApp to Leslie: UPEP AIQ-Management read role unblockr3-feasibility-2026-04-21
low · UPEP AIQ generator returns errorCode 1002 across 13 endpoint variants because account roles array is empty. Not technical — partner-context blocked. Small (~580 Qs). Defer until UPEP QB pull lands and we have momentum to point to.
Done5
Build the agentic wrapper / CLI for EdCity + SCP integration
2026-04-07
Turn this week's marketing work into individual feature assets / clips
2026-04-07
Confirm the next Leslie/Renee check-in slot
2026-04-03
Get the EdCity OQB scraper working and validate whether the UI limitation can be…
2026-04-02
Prepare and send the marketing deliverables update to Leslie and Renee
2026-03-31
Linked Deliverables
EdCity Chat v2 — Honest Connection + Real Wiringoutput
edcity-chat-v2-status-2026-04-13.html · 9.7 KB
AI for Math in HK Education — Essai / Talent Coopoutput
essai_math_offering_research.html · 77.3 KB
Math Self-Study Module — Product Research for Essaioutput
essai_math_self_study_research.html · 50.6 KB
Essai Math P1–S3 Question Bank — Build Checklistoutput
essai-math-p1s3-checklist.html · 40.4 KB
Essai Marketing — Video Shot Referenceoutput
marketing-shot-reference.html · 10.6 MB
S1–S3 Algebra Generator Inspectoroutput
s1s3-algebra-inspector.html · 415.4 KB
S1–S3 U9 — new templates inspectoroutput
s1s3-u9-new-templates-inspector.html · 90.1 KB
TalentCoop: Competency Map Vieweroutput
talentcoop_competency_viewer.html · 92.6 KB
Diagram Generation Eval v3 — Ground Truth Comparisonoutput
talentcoop_diagram_eval_v3.html · 684.4 KB
TalentCoop — 3D Trigonometry: Generated Questionsoutput
talentcoop_diagram_gen.html · 40.5 KB
TalentCoop: DSE14 — Trigonometry (Deep Dive)output
talentcoop_dse14_demo.html · 71.8 KB
Essai — Generator Verification (16 Templates)output
talentcoop_generator_verification.html · 41.6 KB
Essai — Math 出題工具output
talentcoop_teacher_ui.html · 24.8 KB
Teaching Material Review — Essai Mathoutput
teaching-material-review.html · 610.0 KB
Data Sources
Recordings
state/recordings.json
API Sources
WhatsApp
tools/wa-messages.js
Team
Leslie
Essai / Talent Coop deal owner, product direction
Renee Ho
Essai math team, teaching material and school intel
Sarah
Talent Coop — product / education perspective (Mar 15 sync)
Open items 21Meetings 1Contacts 3Sources 2 Built 2026-04-25 00:06 UTC · Powered by 幕府