seshat-bi

Plugin seshat-bi from marketplace seshat-bi-marketplace in Kemetra/Seshat-BI. Commands read from the repo's manifest — 1 month ago.

Skills (22)

• bi-analyst-knowledge

  Analyst-judgment layer for Seshat BI Stage-6 design. Use when turning approved metric contracts + a committed source-profile into a decision-driven report: deriving ranked decision-questions, choosing an analytical framing (trend/anomaly, period variance, contribution & mix-shift, concentration/Pare

• bi-bigdata-knowledge

  Big-data / distributed-compute reasoning and review layer for BI and data agents in the Seshat BI project. Use when data is too large for single-node pandas and the agent must reason about distributed or larger-than-memory processing — choosing an engine (Spark / Dask / Polars / DuckDB / warehouse),

• bi-dax-knowledge

  DAX knowledge base for teaching a BI agent to reason about, generate, review, and performance-tune DAX for Power BI / tabular models. Use when the task involves writing or auditing DAX measures, building time-intelligence / segmentation / ranking / customer / currency calculations, reviewing a seman

• bi-python-knowledge

  Python/pandas reasoning and review layer for BI and data agents in the Seshat BI project. Use when an agent must reason about dataframe work — profiling a source, judging dtypes/schema, cleaning and standardizing, merging without fan-out, aggregating at a declared grain, parsing dates, validating/re

• bi-sql-knowledge

  SQL reasoning, validation, reconciliation, transformation, diagnostics, and anti-pattern knowledge layer for Seshat BI agents. Use when a task involves reasoning about source SQL: source profiling, table grain, keys & uniqueness, joins & fan-out amplification, aggregation correctness, COUNT/NULL sem

• retail-kpi-knowledge

  Retail KPI / metric-contract reasoning layer for BI agents in the Seshat BI project. Use when an agent must reason about the BUSINESS MEANING of a retail KPI before any implementation — defining a KPI in business terms, classifying additivity (fully/semi/non-additive), identifying grain, listing req

• business-knowledge-interview

  After a database is discovered and profiled, interview the business owner to capture the meaning-critical decisions the rest of the Database-to-PBIP flow depends on -- KPI meaning, PII handling, table grain, primary keys, relationships, missing-value rules, and ambiguous financial/quantity/date colu

• dagster-workflows

  Route Dagster intent to Seshat's governed medallion workflow or the official Dagster competence owner without bypassing readiness, approvals, or evidence.

• dbt-workflows

  Route dbt intent to Seshat's governed shadow workflow or the official dbt Labs competence and execution owner, without bypassing readiness or evidence.

• first-hour-compass

  Show a NEW-table author the stateful "you are here / next artifact / authoring skill" orientation card for ONE table in the Seshat BI repo. Use when someone asks "where is this table in the readiness journey", "what do I do next for <table>", or "orient me on a new table". READ-ONLY and invoke-and-p

• kpi-contract-builder

  Help a human turn a named-but-planned retail KPI into a governed, owner-ready project metric-contract by driving the shipped kpi_contracts engine (spec 124). On first contact, when no approved decisions exist yet, it assesses source answerability, lists the exact Decision Store decisions to get appr

• pbi-mcp-doctor

  Use when a user asks whether or how to wire Microsoft's official Power BI MCP servers into a Seshat BI workspace: run the read-only environment doctor, map a task to the governed Power BI surface (including the official report-authoring skill), generate a safe read-only config template, or run the m

• powerbi-workflows

  Route guarded Power BI work -- design, native report authoring, semantic-model operations, published queries, QA, bounded formatting, and PBIP adoption -- to the correct Seshat or official Microsoft surface under Seshat BI's gates.

• retail-build-warehouse

  Author the silver + gold migration SQL for a mapped retail table from its APPROVED source-map, then STOP before executing. Use after a table's mapping gate is CLEARED in the Seshat BI repo and someone asks to build the silver/gold SQL, write the migration, or fill the retail-orchestrate build seam.

• retail-discover-portfolio

  Discover an unfamiliar retail data portfolio before per-table onboarding. Produces one metadata-only Layer-A survey across every reachable table, proposes non-critical domain and first-delivery scope decisions, delegates selected tables to retail-onboard-table for Layer-B profiling, and hands off to

• retail-govern

  Run the Seshat BI governance checker and interpret its findings. Use when someone asks to check, validate, or gate Power BI / DAX / TMDL / PBIR / SQL work in the Seshat BI repo, when `seshat check` reports a rule violation, or when you need to know what a rule id (D8, C2, S2, G1, …) means and where

• retail-onboard-table

  Walk a NEW raw retail table across the FIRST readiness transition -- Source Ready (Stage 1) through Mapping Ready (Stage 2) -- and seed its per-table readiness-status, in the Seshat BI repo. Use when someone says "onboard <schema>.<table>", "take this new table from nothing to a reviewed map", or "s

• retail-orchestrate

  Drive a retail table through the medallion sequence (profile -> map -> gate -> build -> validate -> Power BI) by composing the existing verb-skills, and self-heal against the governance gate's exit code. Use when someone asks to take a table end-to-end, "orchestrate", "run the whole pipeline", or dr

• retail-validate

  Run the LIVE data checks against a materialized retail table and interpret the findings. Use after silver + gold exist for a mapped table in the Seshat BI repo, when someone asks to validate or reconcile a table, or when a V-RC2 / V-RC15 / V-RC16 finding appears. Invoke-and-interpret only: this skil

• seshat-bi

  Route a BI project through Seshat BI's governed seven-stage readiness flow. Use when a user asks to inspect a retail source, initialize a Seshat project, find the truthful next action, validate readiness evidence, or stop at the correct human approval gate.

• seshat-studio

  Open Seshat Studio, the local analyst console for ONE Seshat workspace, when someone asks to "open Studio", "show me the workspace", "launch the console", or wants to see readiness, tables, and approvals in a browser instead of a terminal. Studio serves a single pinned workspace on loopback only, re

• source-mapping

  Drive a raw retail source table through the source-mapping gate before any silver SQL exists. Use when someone asks to map, model, profile, or onboard a new bronze table toward Power BI in the Seshat BI repo -- profile the source, decide grain/PK, fill the five mapping artifacts into mappings/<table

Slash commands (24)

• /seshat-bi:auto

  Run the governed autonomous readiness loop until the next human gate

• /seshat-bi:check

  Run and interpret the static Seshat governance check

• /seshat-bi:dagster-doctor

  Preflight the Dagster orchestration adapter (read-only)

• /seshat-bi:dagster-evidence

  List Dagster runs or render a run's committed evidence

• /seshat-bi:dagster-run

  Execute one governed Dagster orchestration job (fail-closed)

• /seshat-bi:dbt-build

  Run the fixed governed dbt shadow build under an accepted plan

• /seshat-bi:dbt-doctor

  Check and explain governed dbt runtime prerequisites

• /seshat-bi:dbt-plan

  Validate a mapping and prepare an immutable dbt execution plan

• /seshat-bi:dbt-review

  Review normalized dbt evidence and stop at the human gate

• /seshat-bi:doctor

  Run and interpret the Seshat workspace health check

• /seshat-bi:help

  Show the installed Seshat BI command map and how each surface is used

• /seshat-bi:init

  Initialize or inspect a fresh Seshat BI project safely

• /seshat-bi:next

  Return the one truthful next readiness action

• /seshat-bi:powerbi-adopt

  Adopt an existing PBIP project through the governed assess/scaffold path

• /seshat-bi:powerbi-design

  Route guarded Power BI dashboard and page design work

• /seshat-bi:powerbi-format

  Route Power BI visual formatting, layout, and geometry work

• /seshat-bi:powerbi-review

  Route Power BI screenshot, dashboard QA, blueprint, and PBIR review

• /seshat-bi:powerbi-theme

  Route Power BI theme, palette, typography, background, and canvas work

• /seshat-bi:review

  Review readiness evidence and stop at the human gate

• /seshat-bi:seshat-check

  Deprecated alias of /seshat-bi:check (kept for one release cycle)

• /seshat-bi:seshat-init

  Deprecated alias of /seshat-bi:init (kept for one release cycle)

• /seshat-bi:seshat-next

  Deprecated alias of /seshat-bi:next (kept for one release cycle)

• /seshat-bi:seshat-review

  Deprecated alias of /seshat-bi:review (kept for one release cycle)

• /seshat-bi:status

  Report the truthful per-table readiness status

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