ai-analyst-lab
Official@ai-analyst-lab
Enterprise analytics framework for structured data validation, metric definition, and stakeholder-ready presentation generation across diverse data sources.
Agent Skills by ai-analyst-lab
Showing 79 vetted skills indexed across 3 GitHub repositories.
ai-analyst-labmetrics
List and inspect metric definitions with formulas, units, and categories.
ai-analyst-labgoogle-slides-export
Create Google Slides decks via the MCP API with validated slide recipes.
ai-analyst-labslide-transform
Generate 2–3 redesigned slide variants with Marp-ready layout notes.
ai-analyst-labkickoff
Post a personal Slack introduction to the #introductions channel from the user's account.
ai-analyst-labstress-test
Apply a 7-point stress test to analysis plans and generate PASS/WARNING/FAIL verdicts with fixes.
ai-analyst-labshow-off
Analyze git status and commits to generate an ASCII architecture diagram and Slack post.
ai-analyst-labanalysis-design
Convert vague analytical hunches into stakeholder-ready analysis plans.
ai-analyst-labcausal
Estimate treatment effects from observational data with assumption checks and sensitivity analysis.
ai-analyst-labchart-to-drive
Uploads chart PNGs to Google Drive and generates public URLs for Docs and Slides embedding.
ai-analyst-labdata-inspect
Present cached schema details for tables, columns, row counts, and relationships from active.yaml and schema.md files.
ai-analyst-labresume-pipeline
Reload pipeline state and resume from the next READY agents.
ai-analyst-labdeck-critique
Score Marp Markdown and Google Slides decks against the Data Story Checklist.
ai-analyst-labmetric-spec
Define metrics with a standardized template and register them to the Knowledge System.
ai-analyst-labtheme-picker
Presents an interactive menu of brand themes when no chart theme is selected.
ai-analyst-labbusiness
Query organizational business context for glossary terms, products, metrics, OKRs, and teams.
ai-analyst-labpace
Persist the user's pace mode to working/session_state.yaml across L3+ analyses.
ai-analyst-labexperiment-brief
Generate experiment briefs with hypothesis, metrics, guardrails, and feasibility estimates.
ai-analyst-labnotion-ingest
Crawl Notion pages, databases, and blocks into structured knowledge and raw markdown.
ai-analyst-labdeck-rescue
Rewrite failing decks into coherent Marp presentations with speaker notes.
ai-analyst-labstakeholder-communication
Tailor analytical findings for executives, product, engineering, and data audiences.
ai-analyst-labexplore
Provides guided, interactive previews of connected datasets and their structure.
ai-analyst-labgoogle-doc-export
Create and format Google Docs documents via the MCP API.
ai-analyst-labskill-creator
Create, evaluate, and iterate Claude Skills with frontmatter and automation hooks.
ai-analyst-labauth-preflight
Verify Google MCP authentication before Google Docs, Slides, or Drive tasks.
Frequently Asked Questions About ai-analyst-lab
FAQPage SchemaWhat specific analytical tasks are supported by this framework?▼
The framework supports end-to-end analytics including time-series forecasting, causal inference, dataset profiling, and metric definition. It enables structured question framing, multi-source data triangulation, and the generation of validated slide decks or documents for executive, product, and engineering stakeholders.
Which personas benefit most from these capabilities?▼
Data analysts, product managers, and business intelligence engineers benefit from these capabilities. The system is designed for professionals who need to bridge the gap between raw database queries and high-level organizational decision-making through standardized reporting and rigorous data validation.
What are the primary dependencies for runtime execution?▼
Runtime requires a configured environment with access to data sources like DuckDB, PostgreSQL, BigQuery, or Snowflake. Users must also manage local YAML-based context files for schema definitions and maintain authentication for Google Workspace integrations to enable document and slide exports.