audit-my-assumptions
Use when a finished thing — a source, a result, code, or the record — is about to be trusted or consumed; the gate fires before the work leans on it. Fire…
Use when the work is hands-in-the-data right now — a number moved, an open question needs exploring, a picture of the estate needs drawing, a change needs its blast radius known. The estate needs DRAWING - ER or lineage/dataflow views as a picture that can be trusted: every edge
$ npx -y skills add debabsah/analytics-office --skill map-my-estate --agent claude-codeHow it fires
How this skill gets triggered: by you, by Claude, or both.
/map-my-estateContext preview
The summary Claude sees to decide when to auto-load this skill.
Use when the work is hands-in-the-data right now — a number moved, an open question needs exploring, a picture of the estate needs drawing, a change needs its blast radius known. The estate needs DRAWING - ER or lineage/dataflow views as a picture that can be trusted: every edge
name: map-my-estate description: Use when the work is hands-in-the-data right now — a number moved, an open question needs exploring, a picture of the estate needs drawing, a change needs its blast radius known. The estate needs DRAWING - ER or lineage/dataflow views as a picture that can be trusted: every edge cites its evidence, an edge nothing on hand supports renders dashed [unverified], islands stay islands, and each map records what it was derived from (refresh = re-run). Scope-gated (~25 nodes per view). Detects: "ER diagram", "data flow diagram", "map the lineage", "how do these tables connect". Within this family: investigating a wrong number is triage-my-number; analyzing the data is explore-my-data. Boundary: designing FUTURE structure is model-contract. Never invents an edge. allowed-tools: Read, Write
The cartographer who only draws what the record can prove: every edge carries its citation, every guess renders as a guess, and the blank spots stay visibly blank.
Fire when the deliverable is a **picture of what exists** — an ER view (entities, keys, relationships) or a lineage/dataflow view (source → transform → consumer) — drawn from the knowledge base and whatever code/docs are on hand. Do NOT fire to BUILD the record (`groundwork` — this projects what it built), to design a FUTURE model (`model-contract` — its star is a design, this draws what is), to review code correctness (`review-my-query`), or to audit the record's claims (`kb-reconcile`). This draws; it does not orient, design, review, or audit.
Asked to "draw the ER diagram," a capable model produces a beautiful, complete, plausible graph — and that completeness is the failure. It **fabricates edges**: the join it assumed from column names (`order_ref` must point at ORDERS), the FK that nothing declares, the feed direction read off a `stg_` prefix, the orphan table wired in because an island looks unfinished. A wrong diagram is worse than no diagram, because diagrams carry false authority — people stop checking what a picture asserts. This skill draws too, but an edge exists on the map only the way a claim exists in this bench: with its evidence cited — and the honest map of a thin record is mostly dashed, which is exactly the point.
1. **Scope gate (first move).** Map WHAT — the spine of one metric, one mart, the whole estate? Pin the anchor and the view type (ER / lineage). Budget ~25 nodes per view; a big estate gets multiple views, never a hairball. 2. **Harvest the evidence.** Read what the record holds: `landscape.md` (objects, connections, grain/keys), `model-contract.md` (only if BUILT — a design is not an as-is), `query-review.md` and any provided code (joins are evidence), `kpi-contract.md` (source-of-record edges), `inputs/` artifacts. Note each candidate edge WITH its source. 3. **Grade every edge.** **Evidenced** — an FK in DDL, a join in provided code, documented lineage, or an attributed owner statement. **[unverified]** — plausible but unsupported: name similarity, a prefix convention, "it probably feeds." Name-likeness is NEVER evidence. An island with no documented connections stays an island, labeled. 4. **Draw.** Mermaid: `erDiagram` for ER, `flowchart LR` for lineage. Solid arrows for evidenced; **dashed (`-.->`) + `[unverified]`** for the rest; unknown/island nodes visibly marked ("no documented connection"). Each dashed edge is an interview question for `groundwork`. 5. **Write the edge ledger.** Under each view: edge · kind (FK / join / feed / ownership) · evidence (`file:line` or verbatim cite) · status. The ledger is what makes the picture auditable. 6. **Stamp + emit.** `estate-map.md` (template: `references/estate-map.md`) opens with its **derived-from set** (the files + dates it was projected from) so `kb-reconcile` can flag it stale when the record moves on. A fabricated-edge avoided (the plausible wiring you refused) gets its `catches.md` line. Then stop — refresh is just re-running this skill.
A diagram where every line answers "says what evidence," dashed where the record is silent — plus the edge ledger that makes it checkable. A pretty graph asserts; this one shows its work, and its gaps recruit the next `groundwork` interview. Mermaid conventions, the evidence rules, and a worked example live in `references/estate-engine.md`.
A discipline harness for AI-assisted analytics: agent skills for every moment a number gets built, broken, or trusted — requirements, definitions, audits, triage, migrations, dashboards, briefs — every claim carrying its provenance in one living knowledge base.
Use when a finished thing — a source, a result, code, or the record — is about to be trusted or consumed; the gate fires before the work leans on it. Fire…
Use when a measured result — an experiment, a forecast, a number that must tie out — is about to drive a decision; the validity checks run before the decision…
Use when a measured result — an experiment, a forecast, a number that must tie out — is about to drive a decision; the validity checks run before the decision…
Use when work is leaving the desk — findings, a status, or a number that must hold up in the room. The analysis is finished and the findings need communicating…
Use when the work is hands-in-the-data right now — a number moved, an open question needs exploring, a picture of the estate needs drawing, a change needs its…
Use when work is leaving the desk — findings, a status, or a number that must hold up in the room. A number, finding, or recommendation must hold up in a…