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Data & Analytics
Data analysis, BI, visualization, datasets, statistics, and ML workflows
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Showing 1,201–1,224 of 12,625 skills
- Bi Python KnowledgePython/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/reconciling against SQL and readiness, diagnosing performance/memory, or reviewing a Python pipeline. This is a reasoning layer, not an executor and not a Python tutorial. It does not run pipelines, ...Votes: 0GitHub stars: 2
- Bi Dax KnowledgeDAX 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 semantic model, diagnosing physical or virtual filter propagation, calculation-group precedence, semi-additive totals, blank/zero semantics, or explaining DAX concepts and pitfalls. Covers core concepts...Votes: 0GitHub stars: 2
- Bi Bigdata KnowledgeBig-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), controlling partitioning and shuffle, avoiding skew and fan-out, aggregating at a declared grain at scale, choosing file formats (Parquet / Delta / Iceberg), incremental/idempotent processing, val...Votes: 0GitHub stars: 2
- Bi Analyst KnowledgeAnalyst-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/Pareto, rate decomposition, segment behavior, benchmark/threshold, signal-vs-noise statistical guardrails), and ordering pages into a story (overview, what changed, why/where, action), building grounde...Votes: 0GitHub stars: 2
- Seshat BiRoute 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.Votes: 0GitHub stars: 2
- Retail Kpi KnowledgeUse Seshat's public retail KPI knowledge to define governed metric meaning, additivity, grain, required fields, ambiguity decisions, contracts, and handoffs before implementation.Votes: 0GitHub stars: 2
- Powerbi WorkflowsRoute 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.Votes: 0GitHub stars: 2
- Pbi Mcp DoctorUse 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 mocked read-only preflight.Votes: 0GitHub stars: 2
- Dbt WorkflowsRoute dbt intent to Seshat's governed shadow workflow or the official dbt Labs competence and execution owner, without bypassing readiness or evidence.Votes: 0GitHub stars: 2
- Dagster WorkflowsRoute Dagster intent to Seshat's governed medallion workflow or the official Dagster competence owner without bypassing readiness, approvals, or evidence.Votes: 0GitHub stars: 2
- Bi Sql KnowledgeUse Seshat's public SQL knowledge for source grain, joins, aggregation, validation, reconciliation, and transformation reasoning without executing a database.Votes: 0GitHub stars: 2
- Bi Python KnowledgeUse Seshat's public Python knowledge for governed single-node source preparation, cleaning, grain, and aggregation reasoning.Votes: 0GitHub stars: 2
- Bi Dax KnowledgeUse Seshat's public DAX knowledge for metric contracts, evaluation context, measure review, performance reasoning, and semantic-model prerequisites.Votes: 0GitHub stars: 2
- Bi Bigdata KnowledgeUse Seshat's public big-data knowledge for distributed aggregation, partitioning, joins, skew, idempotency, reconciliation, performance, and cost reasoning.Votes: 0GitHub stars: 2
- Bi Analyst KnowledgeUse Seshat's public analyst-judgment knowledge to derive decision-questions, choose an analytical framing, and order a story from approved metric contracts and a committed source-profile.Votes: 0GitHub stars: 2
- Speckit TasksGenerate an actionable, dependency-ordered tasks.md for the feature based on available design artifacts.Votes: 0GitHub stars: 2
- Speckit SpecifyCreate or update the feature specification from a natural language feature description.Votes: 0GitHub stars: 2
- Source MappingDrive 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>/, and stop at the gate. This skill ENFORCES the rule that no silver.* SQL is written until the map is reviewed and approved. It profiles and authors and stops; it does NOT write silver/gold SQL a...Votes: 0GitHub stars: 2
- Showcase BuildCompose a shareable, disclosure-safe, OFFLINE proof bundle of Seshat BI's committed readiness truth -- stages, evidence, blockers, approvals, next actions, metric lineage, a truthful badge/project card, and a four-category disclosure manifest -- for a maintainer or analyst to hand to a reviewer, stakeholder, or prospective contributor. Use when someone asks for a "shareable proof", a "showcase bundle", a "project card", or "something I can send to show what Seshat has governed here". This is ...Votes: 0GitHub stars: 2
- Seshat StudioOpen 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, reads recorded state, and stops at the same human approval gates as every other Seshat verb. It NEVER grants an approval, advances a stage, writes a pass, invents evidence, or emits a numeric readine...Votes: 0GitHub stars: 2
- Run Next ReadinessAdvance one table by one readiness stage in the Seshat BI repo: run the next required step, then stop. Use when someone asks what is next for a table and to do it. Never self-grants an approval and never marks a stage pass without its evidence.Votes: 0GitHub stars: 2
- Retail ValidateRun 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 skill runs `retail validate` against a live Postgres DB and maps each finding id to its fix. It does NOT build models, write SQL, or auto-fix.Votes: 0GitHub stars: 2
- Retail Semantic CheckCompute the Semantic Model Ready (Stage 5) readiness verdict for a committed Power BI PBIP model in the Seshat BI repo. Use after Gold Ready is `pass`, when someone asks whether the semantic model is ready, to check that every measure binds to an approved metric contract, or before any dashboard/PBIP work. READ-ONLY and invoke-and-interpret only: it runs the existing `seshat check` gate, reads the committed TMDL and the filled metric-contract store (F009), and emits ONE status (not_started | ...Votes: 0GitHub stars: 2
- Retail ScaffoldScaffold the per-table artifact skeletons a retail table needs in the Seshat BI repo. Use when someone asks to create the mapping or readiness files for a new table. It writes empty templates only and answers no judgment call.Votes: 0GitHub stars: 2