GitHub organization
Agent skills by ai-analyst-lab
- skills
- 43
- repository
- 1
Repositories by ai-analyst-lab
Skills by ai-analyst-lab, ranked
Ranked by score. Sort bymost stars,trending,newest,recently updated
| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 1 | Never present a metric or number in isolation; anchor every number to a comparison (prior period, benchmark, or another segment) or state that none is available. | ai-analyst-lab/ | 304 | — | ~1.4k | Automated safety check: Pass | MIT | 7 days ago |
| 2 | Retrieve proven SQL patterns, table cheatsheets, and join patterns from .knowledge/query-archaeology/ so past work gets reused. | ai-analyst-lab/ | 304 | — | ~1.3k | Automated safety check: Pass | MIT | 7 days ago |
| 3 | Save completed analyses to the knowledge system's analysis archive for future reference. | ai-analyst-lab/ | 304 | — | ~2.7k | Automated safety check: Pass | MIT | 7 days ago |
| 4 | Verify Google Workspace MCP authentication at the start of any session that needs Google APIs (Docs, Slides, Drive). | ai-analyst-lab/ | 304 | — | ~3.1k | Automated safety check: Pass | MIT | 7 days ago |
| 5 | 5.Causal Causal inference toolkit for when experiments are not possible: estimate treatment effects from observational data with assumption checks and mandatory caveats. | ai-analyst-lab/ | 304 | — | ~1.8k | Automated safety check: Pass | MIT | 7 days ago |
| 6 | Standardized workflow for uploading local chart PNGs to Google Drive and making them available for insertion into Google Docs and Slides. | ai-analyst-lab/ | 304 | — | ~1.4k | Automated safety check: Pass | MIT | 7 days ago |
| 7 | Independently validate the current analysis with a second model (OpenAI Codex). | ai-analyst-lab/ | 304 | — | ~3k | Automated safety check: Pass | MIT | 7 days ago |
| 8 | Query the live/remote Snowflake warehouse instead of the local practice copy. | ai-analyst-lab/ | 304 | — | ~1.4k | Automated safety check: Notes | MIT | 7 days ago |
| 9 | Advanced: runs the same question under two configurations and diffs the results. | ai-analyst-lab/ | 304 | — | ~1.8k | Automated safety check: Pass | MIT | 7 days ago |
| 10 | Deep-profile the active dataset: distributions, temporal patterns, correlations, completeness gaps, anomalies. | ai-analyst-lab/ | 304 | — | ~2.4k | Automated safety check: Pass | MIT | 7 days ago |
| 11 | Validate data completeness, consistency, and coverage before any analysis, flagging issues with severity ratings. | ai-analyst-lab/ | 304 | — | ~3.3k | Automated safety check: Pass | MIT | 7 days ago |
| 12 | 12.Datasets List all connected datasets with their status, table counts, and last analysis date. | ai-analyst-lab/ | 304 | — | ~1k | Automated safety check: Pass | MIT | 7 days ago |
| 13 | Single-column distribution deep-dive. An agent skill from ai-analyst-lab/ai-analyst. | ai-analyst-lab/ | 304 | — | ~2.4k | Automated safety check: Pass | MIT | 7 days ago |
| 14 | 14.Eval Evaluate a named AI Analyst configuration across a frozen suite. | ai-analyst-lab/ | 304 | — | ~2.4k | Automated safety check: Pass | MIT | 7 days ago |
| 15 | 15.Experiment The analysis and lifecycle owner for experiments. An agent skill from ai-analyst-lab/ai-analyst. | ai-analyst-lab/ | 304 | — | ~2k | Automated safety check: Pass | MIT | 7 days ago |
| 16 | 16.Export Export analysis results in different formats for different audiences — email summaries, Slack updates, decision briefs, Google Docs with embedded charts, Word documents, slide decks, or raw data CSVs. | ai-analyst-lab/ | 304 | — | ~3.8k | Automated safety check: Pass | MIT | 7 days ago |
| 17 | Create properly formatted Google Docs via the MCP API. An agent skill from ai-analyst-lab/ai-analyst. | ai-analyst-lab/ | 304 | — | ~4.3k | Automated safety check: Pass | MIT | 7 days ago |
| 18 | Record analyst mistakes, fixes, and reusable learnings so future analyses never repeat an error. | ai-analyst-lab/ | 304 | — | ~2.2k | Automated safety check: Pass | MIT | 7 days ago |
| 19 | 19.Metric Spec Define any metric completely with a standardized template: calculation, denominator, time window, filters, interpretation. | ai-analyst-lab/ | 304 | — | ~4.9k | Automated safety check: Pass | MIT | 7 days ago |
| 20 | Publish an approved analysis as a Notion text page through the official hosted MCP. | ai-analyst-lab/ | 304 | — | ~818 | Automated safety check: Pass | MIT | 7 days ago |
| 21 | 21.Pace Change how visibly Claude surfaces analytical work during L3+ analyses. | ai-analyst-lab/ | 304 | — | ~1.4k | Automated safety check: Pass | MIT | 7 days ago |
| 22 | Structure analytical questions with the Question Ladder (Goal, Decision, Metric, Hypothesis), then fill the 7-field Analysis Design Spec, before touching data. | ai-analyst-lab/ | 304 | — | ~3k | Automated safety check: Pass | MIT | 7 days ago |
| 23 | 23.Setup Notion Connect Claude Code to Notion's official hosted MCP, complete OAuth, verify the intended workspace with a read, and stop before any write. | ai-analyst-lab/ | 304 | — | ~883 | Automated safety check: Pass | MIT | 7 days ago |
| 24 | 24.Setup Slack Connect a user's own AI Analyst Lab Slack identity through browser OAuth, store the personal user token locally, verify the workspace and target channel, and prepare one previewed Web API post. | ai-analyst-lab/ | 304 | — | ~829 | Automated safety check: Notes | MIT | 7 days ago |
| 25 | First-time Snowflake setup wizard for the NATIVE ConnectionManager path (the connection the analyst actually queries through, with auto-logged provenance). | ai-analyst-lab/ | 304 | — | ~2k | Automated safety check: Notes | MIT | 7 days ago |
| 26 | Change the active dataset to switch between different data sources for analysis. | ai-analyst-lab/ | 304 | — | ~1.5k | Automated safety check: Pass | MIT | 7 days ago |
| 27 | Show which context the AI analyst would receive for a question, why each item was selected, how it is delivered, and which conflicts, stale items, or omissions need attention. | ai-analyst-lab/ | 304 | — | ~549 | Automated safety check: Pass | MIT | 7 days ago |
| 28 | 28.Setup Run a 4-phase conversational interview that populates the knowledge system from the user's real context. | ai-analyst-lab/ | 304 | — | ~6k | Automated safety check: Pass | MIT | 7 days ago |
| 29 | 29.Analyst Core Operating rules for every data analysis. An agent skill from ai-analyst-lab/ai-analyst. | ai-analyst-lab/ | 304 | — | ~3.2k | Automated safety check: Pass | MIT | 7 days ago |
| 30 | 30.History Browse and search past analyses from the knowledge system's analysis archive. | ai-analyst-lab/ | 304 | — | ~1.2k | Automated safety check: Pass | MIT | 7 days ago |
| 31 | Diagnose a context-related analytical failure, propose the smallest relevant change, compare the same evaluation cases before and after, and produce an accept, revise, or revert receipt. | ai-analyst-lab/ | 304 | — | ~753 | Automated safety check: Pass | MIT | 7 days ago |
| 32 | Initialize session context, resolve the active dataset and context source, load resident instructions, and inventory the context available for question-specific selection. | ai-analyst-lab/ | 304 | — | ~3.4k | Automated safety check: Pass | MIT | 7 days ago |
| 33 | Classify every analytical request (anything about data, metrics, trends, segments, funnels, revenue, retention, experiments, or "why did X change") into complexity levels L1-L5 and route it before… | ai-analyst-lab/ | 304 | — | ~4.1k | Automated safety check: Pass | MIT | 7 days ago |
| 34 | 34.Reliability Run one analytics task through several fresh trials to measure what repeats and what varies. | ai-analyst-lab/ | 304 | — | ~929 | Automated safety check: Pass | MIT | 7 days ago |
| 35 | 35.Run Pipeline Plan and run coordinated analysis using explicit input bindings, isolated workers, run-local artifacts, and the Python workflow controller. | ai-analyst-lab/ | 304 | — | ~1.2k | Automated safety check: Pass | MIT | 7 days ago |
| 36 | 36.Stress Test Pressure-test any analysis plan or investigation design for methodological flaws before execution — wrong baselines, survivorship bias, missing segments, uncontrolled confounds, absent kill criteria. | ai-analyst-lab/ | 304 | — | ~2.9k | Automated safety check: Pass | MIT | 7 days ago |
| 37 | 37.Trace Show the provenance trace, linking every reported number to the SQL that produced it with a confidence badge. | ai-analyst-lab/ | 304 | — | ~851 | Automated safety check: Pass | MIT | 7 days ago |
| 38 | Analyze one decision through independent methods or sources, compare the paths, and reconcile disagreement. | ai-analyst-lab/ | 304 | — | ~642 | Automated safety check: Pass | MIT | 7 days ago |
| 39 | Create or revise a business guide, reviewed query, semantic model, relationship or metric in the configured context store. | ai-analyst-lab/ | 304 | — | ~1.1k | Automated safety check: Pass | MIT | 7 days ago |
| 40 | Apply whenever you generate any chart, graph, or data visualization — from SQL results, in the chart-maker agent, in decks, or on "make a chart / visualize / plot / dashboard" requests. | ai-analyst-lab/ | 304 | — | ~5.5k | Automated safety check: Pass | MIT | 7 days ago |
| 41 | Compare a narrow model grader with frozen human labels and inspect disagreement, bias probes, and repeated scoring stability. | ai-analyst-lab/ | 304 | — | ~390 | Automated safety check: Pass | MIT | 7 days ago |
| 42 | Review evaluation history, distinguish system, data, suite, and evaluator changes, and apply an operating response. | ai-analyst-lab/ | 304 | — | ~306 | Automated safety check: Pass | MIT | 7 days ago |
| 43 | Trace an analytical claim to its receipt, source, query, result, and run evidence. | ai-analyst-lab/ | 304 | — | ~381 | Automated safety check: Pass | MIT | 7 days ago |
Questions, answered from the data.
What is the best skill by ai-analyst-lab?
Always Compare from ai-analyst-lab/ai-analyst ranks first of the 43 skills by ai-analyst-lab listed here, with the highest score: its repository has 304 GitHub stars, its SKILL.md loads about 1.4k tokens and it passes the automated safety check with no findings. Next come Archaeology and Archive Analysis.
Are ai-analyst-lab's skills official?
None yet. All 43 skills by ai-analyst-lab listed here come from community repositories; a skill counts as official when the product's own GitHub organization publishes it.
How are these skills ranked?
By Skill Navigator score, which combines the GitHub stars of the skill's repository (shared across that repo's skills and discounted for large collections), how many other GitHub owners carry a copy of the skill, and automated SKILL.md quality checks, minus penalties for safety-check warnings and for each further skill from the same repository. Skills that fail the safety check are not listed.