ce-product-pulse
Generate time-windowed product pulse reports from configured signals.
By everyinc · 2,583 installs
npx skills add everyinc/compound-engineering-plugin --skill ce-product-pulse
Source repository · Upstream listing
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 <root /pulse reports/ and the key points are shown in chat.
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 (Scheduling) 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 host's blocking question tool already in the current tool list (match by capability, not by a host specific name). Presence in the current tool list is proof the tool exists; never call a user facing question tool to discover whether it exists. If a matching tool is listed but unloaded, use the host's tool discovery primitive to load that capability — do not search for another host's tool name. Fall back to numbered options on the host's user visible chat surface only when no such tool is in the list or a real question call errors. 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, Route by config state); 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.
<! ce docs root:start
Resolve the CE artifact root <root before composing any artifact path.
Read docs 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 .
<! ce docs root:end
Phase 0: Route by config state
<! ce config layers:start
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.
<! ce config layers:end
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 (Run the pulse) and then Phase 3 (Scheduling). Run Phase 1 (First run interview) first when pulse product name is unset after cascade (the ordinary key rule above), when the repo root cannot be resolved, or when the argument was setup , reconfigure , or edit config . Otherwise start at Phase 2 (Run the pulse).
Phase 1: First run interview
Read references/setup.md first; this read is required. It defines 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 (First run interview) 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 (Route by config state), applying the defaults in references/config.md for anything unset.
Then read references/run.md before dispatching any query; this read is required. It defines which queries run in parallel and which run serially, the pulse db enabled check that decides whether database work runs, 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, mention it again 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.