/collaboration-intelligence

name: collaboration-intelligence
description: Maintain and use a cross-channel collaboration map of rooms, people, agents, agent owners, relationships, expertise, ownership, roster, priority/VIP handling, and recent context. Trigger when a task or message carries room/channel/sender/member metadata; the user asks who is in a room, what it is for, who owns or knows a component, where to ask, or whom to contact or cc; you must coordinate, delegate, hand off, escalate, or pick who reviews something — including when phrased as an action you already know how to perform, since naming it as a familiar action is how this trigger gets missed; a merge or approval gate reports a PR queued on nobody, short of its required approvals, or carrying a stale approval; a participant is unfamiliar, ambiguous, or designated VIP/priority; identities must be reconciled across bridges; or a roster needs refresh. Do not trigger for generic communication-platform questions, or drafting that does not depend on room, identity, relationship, or collaboration context.

Collaboration Intelligence

Build a living, evidence-backed collaboration map. Treat it as a coordination aid, not an authority or surveillance profile.

First run

**A freshly installed map is empty, and the Operating contract below does not bootstrap it.** Step 1 there says to load the quick-lookup index first — on a new install there is no index, so an agent queries nothing, reports a miss, learns nothing, and stays empty. It never errors. An unbootstrapped map and a working one are indistinguishable from outside, which is the failure mode this skill exists to fight, turned on itself.

So run this once, before relying on the contract.

**0. Decide whether this pass may bootstrap at all — before seeding and before sweeping.**

The test is per-pass, not per-agent: does *this* pass have a serving `channel_id`?

• **with** one → do not bootstrap. Not the sweep, and **not the seeding either**: soliciting or recording cross-provider identity links is itself collection, and doing it while serving an ordinary room task persists sensitive cross-room associations before any privacy check. Report and stop.
• **without** one (a maintenance pass, owner-tier, serving no channel) → proceed to step 1.

Do not shortcut this by source type. "Cron passes carry no `channel_id`" is **host-specific and was measured false**: one host had 153 cron tasks with zero `channel_id`, another had 3 of 3 carrying one. Read the pass you are in.

And do not read the gate as clearance. Measured: `gate(serving_channel_id=None, …)` returns **ALLOWED**, because the blacklist lookup misses and an empty blacklist permits — it fails **open**. That is an absence of jurisdiction, not a permission; the judgement stays yours.

**1. Seed the owner-stated identity map before sweeping. The sweep enriches it; it never substitutes for it.**

This ordering is measured, not stylistic. On a 7,810-file corpus the sweep produced immediately usable *room* knowledge — traffic ranking plus honest coverage flags — and, for *identities*, a schema-shaped pile: the top participant by traffic and **the owner themselves** both came back as bare unknown ids, because Discord headers carry no display name. Any heuristic of the form "high traffic ⇒ important human" would have misclassified the owner and a peer bot with identical confidence.

Worse for derivation: a known cross-provider identity — one person holding a GitHub handle and a chat id whose display name collides with someone else's — was **underivable from that corpus at any confidence**. It existed in the map only as an owner-stated seed with provenance. That is what makes "owner-stated outranks derived" load-bearing rather than decorative.

So: ask for a handful of mappings (GitHub handle ↔ chat id ↔ person) before sweeping. It is the highest-value minute available, and it is the part the sweep structurally cannot do for you.

**The unresolved list is per-host, and so is the seed list.** The store is host-local by design (`data/` is outside the default vault sync set), so one machine's unknowns are not another's — two agents comparing notes found a Discord id that was authoritative on one host and absent from the other's config entirely. Do not ask someone else to enumerate your unknowns, and do not assume theirs are yours.

**2. Then sweep the task-file stream.** Step 0 has already established that this pass may do so.

> **The bootstrap is not permission-free, and "the bytes are already on disk" is not the test.** The context boundary is *serving-relative*: `src/discord_context_policy.py`'s `gate()` decides whether the channel you are **currently serving** may read some other channel, and it applies to owner-tier tasks too. Its fail-closed behaviour is **conditional**: it refuses an unresolvable guild only when the serving channel has a `contextNotFrom` blacklist at all — with no blacklist it returns ALLOWED before reaching that check (see the measured note above). So the boundary constrains a sweep only where someone configured it; elsewhere the judgement is yours. A sweep run while serving one channel would pull rooms that gate would have refused — and because the sweep **persists** what it reads, those rooms then inform every later answer. That is strictly worse than a single blocked read. > > So: run the bootstrap from an explicit owner/operator maintenance context, not as a side effect of handling a task. If you cannot establish that context, either filter every archived observation through the same serving-channel policy, or do not sweep. Record `access_scope` on each observation so a later answer cannot quietly widen it.

**Header fields are source-specific — check, do not assume.** Writers differ, and the richest one is not representative:

| source | provides | consequence | |---|---|---| | AG2 Space / Matrix | `channel_id`, `room_name`, `room_members`, `room_member_count`, `user_id` | rooms, names and rosters available | | Discord