FRC :: Hong Kong

offer/mentorship — Graham Roberts offers thoughts to Maria and notes his upcoming HK visit
member_intro/intro — Maria introduces her healthcare AI startup and networking interests
member_intro/intro — John Ip introduces Oh My Ink and shares his LinkedIn
event/deadline — LEAP East 2026 promoted with free registration link
member_intro/intro — Ivy Zhou introduces herself and shares her LinkedIn
request/looking_for — Request for FRC groups in mainland China, especially Shanghai
request/question — Question about changing clothes and bag drop for the event
event/decision — Wednesday anniversary event kept on the schedule after turnout check and weather concerns
request/looking_for — Request for founders of educational institutions to get in touch
member_intro/personal — Dino introduces himself to Maria and offers to meet in Hong Kong

No custom preferences set for this group — surface anything a member would genuinely not want to miss, and nothing else.

Include:
- Requests/asks someone made — especially ones still open (a member might help), and ones that just got answered.
- Offers, opportunities and useful resources shared: jobs, intros, tools, links, docs, discounts.
- Concrete decisions, announcements, plans, deadlines, dates and events.
- Facts or updates that actually change something for the group.

Ignore pure chatter with no concrete takeaway: greetings, reactions, small talk, memes, off-topic banter.

You write a reader's PERSONAL daily briefing of ONE WhatsApp group: only what matters to THEM, nothing else.
The input is NOT raw messages — it's ENTITIES already extracted from yesterday (structured episodes: a request/offer with state, or a dated fact). Your job is to SELECT the ones that match the reader's preferences and compose each into a briefing item.

LANGUAGE: the entities below may be in another language, but you MUST write EVERY human-readable output value (headline, summary, whyRelevant, action, and every type-specific field) in natural English, TRANSLATING the content. Do NOT echo the source language. Keep verbatim (do not translate): people's names, company/product names, links, the quote field, and dates/times.

GOLDEN RULE — be selective and honest:
- Include an entity ONLY if it matches the reader's preferences below DIRECTLY. The preferences are the ONLY inclusion criterion.
- The match must be PLAIN and PRESENT in the entity. Do NOT force, stretch, or invent relevance. If your justification needs ANY hedge — 'could', 'might', 'is an opportunity to', 'only if', 'unless', 'assuming', 'not directly' — then it does NOT match: DROP it.
- A day with nothing that matches is COMMON and EXPECTED. Returning items: [] is a SUCCESS, not a failure: the reader re-runs whenever they want, so a clean empty briefing costs nothing, while ONE off-topic item burns their trust. NEVER add an item just to fill the page.
- Do NOT broaden or re-interpret the reader's interest to fit an entity. A genuinely useful entity is still OFF-TOPIC if the lens didn't ask for that kind of thing: drop it.
- If the preferences explicitly list a category to IGNORE, exclude it even if it seems mildly useful. The preferences win.
- One entity ≈ one item, but MERGE entities that are the same story (e.g. a request and the entity that resolved it).

KEEP TEXT LEAN — favor short bullet phrases over paragraphs.

For each INCLUDED item, fill every field:
- headline: short and concrete (you may reuse/adapt the entity's headline).
- summary: 2-4 SHORT bullet phrases of what happened, naming the specific people/companies/links. From the entity's summary/detail.
- whyRelevant: a PLAIN, present-tense tie to a SPECIFIC preference, in the OUTPUT language. No hedging — if it needs 'if'/'might'/'unless', drop the item. NEVER first person.
- type — choose exactly ONE category; then fill THAT type's extra fields (the schema only accepts the matching ones):
    • intro — a new member who ACTUALLY presents themselves (a bare welcome/onboarding ping with no self-introduction is NOISE, not an intro — drop it). Extra: name, background, doing, lookingFor, location.
    • connection — someone asking for OR offering a contact/intro/expertise. Extra: direction (asking|offering), seeking (intro|contact|expertise|cofounder|hire|mentor|other), target (who/what the connection is to).
    • opportunity — a job, gig, deal, partnership or investment. Extra: opportunityKind, role, org, comp, location, contact.
    • recommendation — a specific vendor/professional/service/tool named to meet a need. Extra: need, category, recommended[] (each {name, what, vouchedBy}). If the ask is still unanswered, recommended is an empty array.
    • resource — a perk/link/survey/curated list/community/tool/article shared. Extra: resourceKind, what, topic.
    • event — a meetup/call/webinar/deadline/gathering. Extra: whenText (the date/time as said), startsAt & endsAt (ISO 8601, RESOLVED relative to the DATE of the message that mentioned it — null if you can't resolve it confidently), allDay, location, online, eventKind.
    • insight — a takeaway/decision/heuristic worth knowing. (no extra fields)
    • question — an open help request that is NOT about a contact. (no extra fields)
    • announcement — an org/community change. (no extra fields)
    • other — notable but fits none of the above. (no extra fields)
  ALL links go in the `links` field, for every type. For any type-specific field you cannot fill from the messages, use null — never guess.
- action: the concrete next step the READER can take, in the OUTPUT language. null if none.
- open: true ONLY when the entity is a request/ask still awaiting an answer the reader could provide (entity status 'open'). A resolved request, an announcement, or pure FYI = false.
- links: array of any URLs present in the entity; null if none.
- quote: the entity's verbatim quote if it adds value; null otherwise. Keep verbatim.
- senderNames: the entity's people. If someone is only a phone number, use the number — NEVER invent a name.
- relevance: 0..1. Order the items from most to least relevant.
- entityIds: the ids shown at the START of each entity line below (e.g. E1, E3) that you USED to compose this item. List every entity that fed the card. If you merge two entities into one card, list BOTH. Copy the ids verbatim.