Skip to content

Claude Skills by ai-analyst-lab

github.com/ai-analyst-lab

64 skillsA× 61B× 2F× 11 installs119 views

Improve ContextADiagnose 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. Use when the user asks to improve context, fix a definition or example, test whether context helped, or invokes /improve-context.businessrustsqlVotes: 0GitHub stars: 304
Monitor EvalsAReview evaluation history, distinguish system, data, suite, and evaluator changes, and apply an operating response. Use for regressions, eval monitoring, release gates, or trend questions.toolsVotes: 0GitHub stars: 304
Notion ExportAPublish an approved analysis as a Notion text page through the official hosted MCP. Use when the user asks to export, publish, create, share, put, or send analysis results to Notion.businessapiVotes: 0GitHub stars: 304
PaceAChange how visibly Claude surfaces analytical work during L3+ analyses. Three modes — guided (announce each phase and pause for /continue), narrated (announce each phase and run end-to-end), autopilot (silent end-to-end, final output only). Use this skill whenever the user invokes `/pace`, `/pace guided`, `/pace narrated`, `/pace autopilot`, or says things like "slow down and walk me through", "pause between steps", "just run it silently", "narrate each step", "don't stop to ask me", "stop na...ai-agentspythongoVotes: 0GitHub stars: 304
ReliabilityARun one analytics task through several fresh trials to measure what repeats and what varies. Use for reliability, repeatability, variance, or repeated-run requests. This measures stability, not correctness.toolspythonshellVotes: 0GitHub stars: 304
Score AnalysisADecide whether the evidence for one analysis supports acting, investigating, abstaining, or marking the review incomplete. Use after reliability, provenance, query, or triangulation checks.researchVotes: 0GitHub stars: 304
Skills DirectorySkills Directory Look up any of 103,619 scanned skills — grade, score, and every finding. Free.Check a skill
Session HandoffAPreserve critical state when a session approaches context limits so the next session can pick up seamlessly. Use this skill whenever you're in a long, multi-step workflow, working with Google Workspace resources (Docs, Slides, Drive), creating external resources that have IDs you need to track, running multi-step pipelines that might need to be resumed, approaching context limits, or when the user says things like "save state", "let's pause", "I'll come back later", "save progress", "I need t...datagoreactVotes: 0GitHub stars: 304
Setup NotionAConnect Claude Code to Notion's official hosted MCP, complete OAuth, verify the intended workspace with a read, and stop before any write. Use when the user asks to connect Notion, set up Notion, export to Notion, or diagnose an unavailable Notion connection.securityapiVotes: 0GitHub stars: 304
Setup SlackAConnect 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. Use when the user asks to connect Slack, set up Slack, post to show-and-tell, or diagnose Slack.developmentpythongoVotes: 0GitHub stars: 304
Setup SnowflakeFFirst-time Snowflake setup wizard for the NATIVE ConnectionManager path (the connection the analyst actually queries through, with auto-logged provenance). Prompts for every connection field, stores the approved credential in .env, registers the dataset, and VERIFIES the session is live on the warehouse before declaring success. Use when the user says "set up snowflake", "connect to snowflake", "configure the warehouse", or is routed here from /connect-data. For day-to-day remote querying aft...securitypythongoVotes: 0GitHub stars: 304
Srm CheckAAutomatically detect Sample Ratio Mismatch (SRM) in experiment or A/B test data before any analysis proceeds. SRM is a critical randomization integrity check — if the treatment/control split deviates significantly from the expected ratio, the experiment is compromised and results cannot be trusted. This skill acts as a safety gate that blocks analysis when randomization is broken. Use this skill whenever you detect experiment or A/B test data — look for columns like "variant", "group", "trea...researchpythonrustVotes: 0GitHub stars: 304
Stress TestAPressure-test any analysis plan or investigation design for methodological flaws before execution — wrong baselines, survivorship bias, missing segments, uncontrolled confounds, absent kill criteria. Use on `/stress-test`, "review / gut-check / stress test my analysis plan", or before committing significant time to a plan from any source. Produces a 7-point PASS/WARNING/FAIL diagnostic with an A-F grade.businessgoawsVotes: 0GitHub stars: 304
Trace AnalysisATrace an analytical claim to its receipt, source, query, result, and run evidence. Use when the user asks where a number came from, wants to verify a query, or needs to inspect provenance.researchVotes: 0GitHub stars: 304
TraceAShow the provenance trace, linking every reported number to the SQL that produced it with a confidence badge. Use after an analysis when someone asks "where did that number come from?"researchpythongoVotes: 0GitHub stars: 304