Data & Analytics

Data analysis, BI, visualization, datasets, statistics, and ML workflows

skills in category: 12,625
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Showing 1,225–1,248 of 12,625 skills

Retail OrchestrateADrive 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 drive the medallion playbook in the Seshat BI repo. The AGENT is the runtime: this skill sequences and instructs; it never spawns a loop runtime, never self-grants the mapping approval, and HARD-STOP...datagosqlVotes: 0GitHub stars: 2
Retail Onboard TableAWalk 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 "start the readiness journey for a table". This is the stage-transition FRONT DOOR: it sequences profile -> map -> gate, writes the readiness-status record, and STOPS at Mapping Ready. It DELEGATES t...datapythongoVotes: 0GitHub stars: 2
Retail InitABootstrap the Compass-Driven kit and lead a NEW user to a first visible result on THEIR own table in the Seshat BI repo. Use when someone asks to "set up the kit", "initialize seshat", "onboard me / get me started", or runs `retail init`. The AGENT performs this: it writes the backstage substrate (compass router + fenced AGENTS.md/CLAUDE.md regions + manifests) via the substrate-only `retail init` CLI, DELEGATES the worked-example offer + human-seam list to `first-hour-compass`, and ROUTES in...datagogitVotes: 0GitHub stars: 2
Retail GovernARun 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 to fix it. Invoke-and-interpret only: this skill does NOT build models, run pbi-cli, or auto-fix — it runs the checker and maps ids to fixes.datapythongoVotes: 0GitHub stars: 2
Retail Discover PortfolioADiscover 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 the existing business-knowledge-interview. Never samples source values, self-confirms a decision, or advances beyond the interview handoff.datagogitVotes: 0GitHub stars: 2
Retail Control RoomAShow the consolidated, cross-table data-quality control room for the Seshat BI repo -- one worst-first roll-up of every table's stage, status, static WARNs, live findings, open blockers, and next action, plus a portfolio-wide open-blockers list. Use when someone asks "show the control room", "what is broken across all tables", or "which table do I fix next". READ-ONLY and invoke-and-present only: it AGGREGATES evidence that already exists (per-table readiness-status.yaml / data-issues.md / bl...datagosqlVotes: 0GitHub stars: 2
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Retail Build WarehouseAAuthor 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. Author-and-stop: it writes warehouse/migrations/*.sql FILES only, never connects to a database, never applies the SQL, and HARD-STOPS at any judgment call the map does not already answer.datagosqlVotes: 0GitHub stars: 2
Report Intent InterviewAGiven approved metric contracts and a ready semantic model, interview the report requester to capture what a dashboard report is FOR -- audience, purpose, supported decision, review cadence, primary business questions, outcome/driver/guardrail metrics (referenced by name only, never defined), comparisons, dimensions/filters, expected actions/exceptions, pages/drill paths, and mobile/accessibility/language/RTL needs -- and record the result as a committed Report Intent artifact plus a named-hu...datagoc#Votes: 0GitHub stars: 2
Release Notes GeneratorADraft an evidence-backed per-release note and assess the kit's honest maturity ladder for a shipped roadmap slice in the Seshat BI repo. Use when someone asks to "generate the release notes", "what maturity level is the kit at", "assess the kit's maturity", or "record what became possible in this release". This is Maintenance Automation (F024): it runs as the conductor's post-milestone read, not per a per-run human trigger. It READS the F028 evidence pack + the F032 compatibility matrix + the...datagogitVotes: 0GitHub stars: 2
Readiness ViewerAShow the stage-centric readiness lens across the kit's sources / tables / reports -- one per-stage status MATRIX over the seven readiness stages, each stage's evidence rendered as NAVIGABLE REFERENCES, and an approvals TIMELINE, read from each item's readiness-status.yaml. Use when someone asks "show the readiness viewer", "which stage is each table at", "what evidence backs Gold Ready", or "who approved this gate, and when". READ-ONLY and invoke-and-present only: it RENDERS the recorded stat...datagosqlVotes: 0GitHub stars: 2
Pr Readiness ReviewerARender ONE structured "is this PR safe to merge" verdict for a single pull request in the Seshat_BI repo -- merge_ready (yes/no) + blockers[] + warnings[] + required_human_decisions[] + evidence[] + one next_action. Use when someone asks "is this PR ready to merge?", "what blocks this PR?", or "review this PR for promotion". It OBSERVES the PR's state (open/draft, mergeable, CI/workflow conclusions, open review threads, unresolved Codex/GitHub review comments) and READS the committed readines...datagogitVotes: 0GitHub stars: 2
Powerbi Dashboard DesignAThe Power BI VISUAL/DESIGN layer of the Tower BI Readiness System. Use when someone asks about dashboard design, page layout, a background/canvas asset, a theme/colors choice, a screenshot critique, a mobile layout, or a Power BI handoff in the Seshat BI repo. This skill ROUTES a design request into exactly ONE of four surfaces (report visuals, external background/canvas, theme JSON, implementation handoff) and opens the matching workflow. It is a router and a vocabulary, not a builder: it ne...datagosqlVotes: 0GitHub stars: 2
Portfolio WatchAShow the recurring, read-only portfolio summary for the Seshat BI repo -- every governed scope's covered-dimension findings (source drift, contract/metric drift, dashboard-intent divergence, readiness, approvals, review), open blockers, human-attention flag, and ONE prioritized next action, plus a baseline diff against the last run (new/resolved/unchanged). Use when someone asks "run portfolio watch", "what changed since last week", "show me the recurring summary", or "which scopes need a hum...datagogitVotes: 0GitHub stars: 2
Pbir Authoring AdapterAThe Power BI report-AUTHORING adapter (F034 completion). Use when someone asks to apply a generated theme to a committed PBIR report, or (later increments) to set visual formatting or a page background by writing the report's PBIR JSON directly -- the settings a human sets by hand in the Power BI UI. This is a COMPANION execution/authoring adapter (the F029-dbt / F030-Dagster pattern), NOT part of the static DEFINE/CHECK core. It writes committed PBIR JSON within a tight allow-list, determini...datagitVotes: 0GitHub stars: 2
Pbip XrayAAudit a committed PBIP semantic model as text (unused fields, relationship risks, measure-graph findings) and explain a TMDL change in business terms for PR review. Read-only: it parses committed TMDL/PBIR and git history, opens no database, never launches Power BI, and edits nothing.datarustbashVotes: 0GitHub stars: 2
Pbip WorkflowAThe git-based workflow for Power BI Project (PBIP) files — saving reports as plain-text TMDL/PBIR, what to commit vs ignore, and the Windows gotchas. Use this whenever someone is putting Power BI under version control: saving a report to git, choosing PBIP vs .pbix, editing TMDL or DAX as text, reviewing a semantic-model change in a PR, or troubleshooting why a .pbi folder, cache, or localSettings is (or isn't) showing up in git. Also use when "Save as PBIP" is missing, when PBIP diffs look n...datarustgoVotes: 0GitHub stars: 2
Pbi Mcp Write AdapterAAPPLY an already-approved Power BI semantic-model change through Microsoft's official Power BI Modeling MCP, behind Seshat's recorded named-human approval -- closing the governed last mile so the change is not applied by hand in Desktop with nothing recorded. Use when someone asks to apply, push, or publish an approved model edit, to run `seshat pbi-mcp apply` / `plan-write`, or asks why a write was refused. This adapter EXECUTES a decision Core Authority already made: it reads COMMITTED appr...datarustgoVotes: 0GitHub stars: 2
Kpi Contract BuilderAHelp 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 approved via business-knowledge-interview, and renders a preview with per-field provenance -- writing no YAML. Once the approved kpi_definition / policy_ruling decisions, a named eligible owner, and co...datagosqlVotes: 0GitHub stars: 2
Grain Confidence ReviewerASurface grain-uniqueness CONFIDENCE as evidence and DIFF two source-map.yaml versions for a Mapping Ready reviewer in the Seshat BI repo. Use when someone asks "is the grain confident?", "what changed in this map?", or is about to review/approve a table's mapping. It READS the already-measured PK-uniqueness signal (PkProof from profile.py / the committed source-profile.md) and reads two map versions from git, then RENDERS a grain-confidence card + a semantic diff and STOPS for the human. "Con...datapythongoVotes: 0GitHub stars: 2
Friendly Pr ReviewerARender a PLAIN-LANGUAGE narrative summary of one PR's already-produced governance review -- what changed, which readiness stages are pass/warning/blocked (verbatim), which findings are NEW/RESOLVED/pre-existing (when a base identity set is supplied), who must approve, and exactly one next action. Use when someone asks "explain this PR in plain language", "what does this review envelope actually mean", or wants a non-technical summary of a PR's governance findings WITHOUT opening JSON/YAML. It...datagogitVotes: 0GitHub stars: 2
First Hour CompassAShow 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-present only: it parses that table's mappings/<table>/readiness-status.yaml and RENDERS a single-table orientation card (current stage, the next non-pass stage + the artifact it needs + the authorin...datagogitVotes: 0GitHub stars: 2
Evidence Pack GeneratorACompose a single readable 10-section evidence pack for a table/report at the late readiness stages (Semantic Model Ready -> Dashboard Ready -> Publish Ready) in the Seshat BI repo. Use when someone asks to "assemble the evidence pack", "gather everything for the data-owner sign-off", or "show the full late-stage evidence for this table". This is a Product Module, artifact-writing: it READS the already-committed upstream artifacts, renders the ordered 10-section pack index + one-page summary, ...datagogitVotes: 0GitHub stars: 2
Dbt Transformation AdapterARun dbt as the build ENGINE for silver/gold ONLY behind the Mapping Ready gate, and record its run/test/parity output as DERIVED evidence -- never as an approval. Use when someone asks to build silver/gold for a mapped table with dbt, run dbt tests, or check dbt parity against the existing gold tables in the Seshat BI repo. dbt is the engine; Seshat BI is the brain. This skill READS the approved map, EXECUTES approved dbt steps behind the gate, and WRITES evidence; it never defines meaning, n...datagosqlVotes: 0GitHub stars: 2
Dashboard IntelligenceACoordinate the SHIPPED Seshat dashboard capabilities into one governed journey (spec 123, US2) -- from an APPROVED Report Intent through gap/duplication checks, contract-bound design, report composition, and dashboard QA, STOPPING at the human blueprint review. Use when someone asks to "build/design the dashboard end to end", "coordinate the dashboard work", or drive a subject area from an approved intent to a reviewable design in the Seshat BI repo. The AGENT is the runtime: this skill inspe...datagoVotes: 0GitHub stars: 2