aioproductos.com

How to operate as a product manager on AIOProductOS.

Show the connected AIOProductOS identity (org, member) AND the org's products (id, name, is_primary).

List the org's PM lists, statuses, members, and features as id+name pairs.

A grounded snapshot of the org's product so YOU can reason about it.

The Weekly Product Signal Memo — the last 7 days of customer signal clustered into themes (insights grouped by feature, ranked by the revenue behind them) with verbatim quotes, week-over-week deltas (new / repeated / stronger / weaker), concluded experiments, and shipped releases.

Planned vs shipped features over a window: a drift score (0-100, 100 = perfect alignment), counts (planned / shipped / on-time / slipped / unplanned / orphaned), median slip days, and the top slipped + unplanned ships.

Everything about ONE customer, resolved by id, email, domain, or company name: profile, subscription + MRR, how many users sit under the account, and their verbatim feedback.

NPS for the product: the standard −100…100 score AND revenue-weighted NPS (each respondent weighted by their account MRR), plus detractor accounts ranked by MRR-at-risk (highest first).

Net Revenue Retention (revenue-weighted) next to logo retention (count-weighted), the expansion/contraction/churn split, and the accounts that lost the most MRR (ranked, highest loss first).

Build a conversion funnel from the product's own events: distinct users per step, step-to-step conversion %, and drop-off, evaluated in the exact order you pass.

Weekly cohort retention for the product: users grouped by first-seen week (one row per cohort, newest last), with the share still active each subsequent week — a lower-triangular grid.

Trace what users do AFTER a start event — the journey flow (Sankey) from the product's own events.

List the org's board tasks and return the matches with their status, priority, assignees, and any linked feature/insight/sprint.

Get one task by id and return it with its full comments and assignees.

Create a task and return the created task.

Create a feature on the product spine and return it (id, key, name, status).

Create an objective, optionally with key results, and return it.

Create a sprint and return it (id, name, goal, state, dates).

Create a Page (in-product doc / PRD on the spine) and return it (id, title).

Update a feature and return it; omitted fields are unchanged.

Update an objective's name / description / period and return it; omitted fields are unchanged (null clears description or period).

Update a key result — most often to move current_value as progress lands — and return it; omitted fields are unchanged.

Update a sprint and return it.

Update a Page — rename, set icon, replace the body, or archive/unarchive (archived:true hides it, false restores it).

List the org's initiatives — the strategic layer between goals and features (goal → initiative → feature → epic → release).

Create an initiative — a strategic effort that groups features and rolls up to a goal — and return it.

Update an initiative and return it; omitted fields are unchanged.

List the org's ideas — the native, votable idea backlog — ranked by vote count (highest first).

Create an idea in the backlog and return it (starts with 0 votes, status 'new').

Update an idea's title / body / status and return it; omitted fields unchanged.

Cast (or remove) the connected member's vote on an idea and return the new vote state.

Promote an idea into a roadmap feature: creates a feature from the idea (name + description), stamps the idea 'promoted' and links it to the new feature, and returns the feature id.

Create a release and return it (id, version, changelog, released_at).

Update a release and return it; omitted fields unchanged.

Create a PM experiment (a Build-Measure-Learn hypothesis) and return it.

Update a PM experiment — advance its state and record the outcome — and return it.

List the org's logged decisions — title, rationale, status, and any linked feature/release/objective — newest first.

Log a decision and return it.

Update a decision and return it; omitted fields unchanged.

PERMANENTLY delete a task and return the deleted id.

Post a message to a team Comms channel you belong to, as the connected member, and return the posted message.

Reply in a thread under a specific message in a Comms channel you belong to, as the connected member, and return the posted reply — org-visible to the channel.

Send a public reply to a support-inbox conversation, as the connected member, and return the result — it goes to the end-user on the conversation's channel.

Add an INTERNAL note to a support conversation — visible only to your team, never sent to the end-user — and return the result.

Mark a support-inbox conversation resolved (closed) and return the result.

Cancel a scheduled booking (call/meeting) and return the result — the invitee is notified per the scheduling settings.

Reschedule a booking to a new start time (ISO 8601) and return the result — the invitee is notified.

Agent-as-critic over a DRAFT artifact (a feature spec, experiment plan, or page): checks it against a baseline PM bar — clear problem/hypothesis, a measurable success metric, evidence cited, risks named, a rollout/experiment plan — and returns structured findings (section, severity, a CONCRETE suggested fix, and a verbatim evidence quote) plus a 0-100 score.

Version history of an artifact's AI reviews (F5): every review run is a version with its score, model, cost, who/what generated it, and whether it's the current one.

Restore an earlier artifact version (F5) to current and return the now-current version: the existing current version is flipped to 'reverted' (kept for the learning signal) and the chosen version becomes current again.

Update one or more of a task's fields and return the updated task; fields you omit are left unchanged (idempotent — re-sending the same values is a no-op).

Add a comment to a task, authored as the connected member, and return the created comment.

Write a piece of customer feedback to the spine (the agent's own hand, not just reading) and return the created insight.

List support-chat conversations in the inbox (open + snoozed by default; pass status='all' to include closed).

Read one support conversation: the visitor plus the full message thread, oldest first.

Search the captured insight backlog (voice of customer) — the read twin of capture_insight.

The product's feature catalogue with description, status, and when each was last touched — richer than pm_meta (which is just id+name for resolution).

List the org's OKRs.

List product experiments.

List shipped releases.

List the in-product docs / PRDs (Pages) on the spine.

Read one Page (doc / PRD) by id and return its full content.

The auto-generated codebase brain map for one product: a plain-language summary, the module/node/edge counts, when the map was last generated, and the labels of the modules it found.

Sprints — name, goal, state, and window, newest first.

List the team Comms channels the connected member belongs to (membership-scoped).

Read a Comms channel's recent messages, newest included (the connected member must be a channel member).

Upcoming confirmed bookings on the org's scheduling.

Clusters of ≥2 end_users seen on the same device: 'anon_bridge' (high confidence — an anonymous visitor later identified) or 'device_shared' (low confidence — review only).

List the org's end-user merge history.

Merge source end-users into a target and return the merge result, including the merge event id (also recoverable later via list_identity_merges): all FK rows (events, insights, tasks, …) are re-pointed onto the target and the sources are tombstoned.

Undo a previous end-user merge: reads the merge ledger and re-points every FK row (events, insights, tasks, …) back to its original end-user, un-tombstoning the folded-in sources.