Generate time-windowed product pulse reports from configured signals.
disable-model-invocation
true
argument-hint
[lookback window, e.g. '24h', '7d', '1h'; default 24h]
allowed-tools
Read, Write, Glob, Grep, Bash, AskUserQuestion
Product Pulse
ce-product-pulse queries the product's data sources for a given time window and produces a compact, single-page report covering usage, performance, errors, and followups. The report is saved to and the key points are surfaced in chat.
6 files · 42 KB7 KB
Install
It’s free, and every skill you add syncs into every AI tool on your computer, instantly.
Done: a report of 30-40 lines exists at <root>/pulse-reports/YYYY-MM-DD_HH-MM.md, its headlines and top followup are in chat, and Phase 3 has been reached.
Boundaries
Read-only, everywhere. The skill does not mutate the product, the database, or any external system. Its only writes are pulse settings appended to .compound-engineering/config.local.yaml (interview and opt-out writes stay on the local override) and the report file. MCP and other data-source tools are invoked read-only; if a tool offers write modes, do not use them. A database source must be a read-only connection — the interview refuses read-write credentials, and DB access is optional, since many products complete the pulse with analytics and tracing alone.
No PII in saved reports. No user emails, account IDs, or message content in the file written to disk.
Read it like a founder. No hardcoded thresholds, no default "good"/"bad" labels, no alerting: present the numbers and let the reader judge.
Single page. Target 30-40 lines. If a section is thin, leave it thin; if the report is getting long, cut.
Not a shipping log or a dashboard replacement. Shipped work lives in the issue tracker and commit history. Deep investigation still uses the native tools; this consolidates a single-page read, and every run is saved so past pulses browse as a timeline.
Interaction Method
Default to the platform's blocking question tool: AskUserQuestion in Claude Code (call ToolSearch with select:AskUserQuestion first if its schema isn't loaded), request_user_input in Codex, ask_question in Antigravity CLI (agy), ask_user in Pi (requires the pi-ask-user extension). Fall back to numbered options on the host's user-visible chat surface only when no blocking tool exists in the harness or the call errors (e.g., Codex edit modes) — not because a schema load is required. Never silently skip the question.
Ask one question at a time. Reserve multi-select for first-run configuration only.
Lookback Window
The lookback window is the time range this skill was invoked with (e.g. 24h, 7d) — present in the current prompt or conversation, whether the user gave it directly or a calling skill passed it. Common forms are trailing hours (24h, 48h, 72h), trailing days (7d, 30d), and 1h for launches.
If the argument is empty, default to pulse_lookback_default from config (resolved in Phase 0); if that is also unset, fall through to the hard default of 24h. If the argument is unparseable, ask the user to clarify.
Apply a 15-minute trailing buffer to the window's upper bound. Many analytics and tracing tools have ingestion lag; querying right up to now under-reports the most recent events. For a 24h window, query [now - 24h - 15m, now - 15m].
Artifact Root
This skill writes pulse reports under <root>/pulse-reports/. Resolve <root> when you first compose a <root>/ path (per the block below), never before you need it. A write to <root>/... and a read of <root>/solutions/ both count as composing a <root>/ path, so either one triggers resolution; only a run that touches no <root>/ path at all -- a scratch-only or no-repo flow -- skips it.
Resolve the CE artifact root <root> before composing any artifact path.
Readdocs_root from <repo-root>/.compound-engineering/config.yaml only (<repo-root> = git rev-parse --show-toplevel). Do not read it from config.local.yaml. Unset -> <root> is docs, exactly as before.
Validate a set value: a repo-relative directory whose real, symlink-resolved path stays inside the repo and is neither the repo root nor under .git/. Otherwise stop with an error naming docs_root and the value -- never fall back to docs.
Use<root> as the sole artifact location: create it if absent, compose each path as <root>/<subdir> with this skill's own subdirectory, and never also read docs.
Phase 0: Route by config state
Resolve ordinary CE yaml keys from the two repo files.
Read<repo-root>/.compound-engineering/config.local.yaml, then config.yaml (<repo-root> = git rev-parse --show-toplevel). Missing files are skipped. Gitignore does not change resolution.
Win with the first active (non-commented) value. For scalars, empty is unset; an invalid value continues to the next layer, then the skill default. For lists and maps, a present key — including an empty list or map — replaces the whole key.
Do not use this rule for docs_root — that key is config.yaml only.
Resolve <repo-root> with git rev-parse --show-toplevel, then apply the ordinary-key rule above to the pulse_* keys. Read references/config.md whenever a pulse_* value has to be interpreted — it is the key schema and nothing else: each key, its allowed values, and its default, with an unset or invalid value taking the documented default rather than being guessed.
Routing: every run passes through Phase 2 and then Phase 3. Run Phase 1 first when pulse_product_name is unset after cascade, when the repo root cannot be resolved, or when the argument was setup, reconfigure, or edit config. Otherwise start at Phase 2.
Phase 1: First-run interview
Read references/setup.md first — a non-optional load. It owns the strategy-doc seeding, the interview order and its pushback bar, the read-write database refusal, how the config is written to config.local.yaml without disturbing other keys, and the one-time scheduling offer. The questions themselves come from references/interview.md, which that file names as its own required read.
Phase 2: Run the pulse
If Phase 1 ran, re-apply the ordinary-key rule (local then tracked) from the repo root using the native file-read tool before any query, to pick up edits accepted during the Phase 1 review step. Otherwise use the pulse_* values already extracted in Phase 0, applying the defaults in references/config.md for anything unset.
Then read references/run.md before dispatching any query — a non-optional load. It owns which queries run in parallel and which run serially, the pulse_db_enabled gate on database work, the optional quality sampling and its scoring discipline, the four report sections, and where the report is written.
Phase 3: Scheduling
Setup offers a recurring run once (references/setup.md). On later runs, re-surface it lightly: if the argument was a schedule keyword (daily, hourly, weekly), say this run is ad-hoc and point at the harness's scheduling primitive; if no schedule is on file and this is the third or later run, mention once that scheduling is available. Do not nag on every run, and never schedule automatically — any handoff to a scheduling primitive requires explicit confirmation.