native-data-fetching
Use when implementing or debugging ANY network request, API call, or data fetching. Covers fetch API, React Query, SWR, error handling, caching, offline…
Skills
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Updated 10-27 00:15
Data & analytics
17,003 results
seek
Designing search engines and vector DBs for full-text, vector, and hybrid retrieval, including permission-aware retrieval for multi-tenant or per-role corpora.…
product-analytics-instrumentation-review
Design and audit product analytics instrumentation for events, properties, identity, sessions, funnels, cohorts, experiments, attribution, billing/support…
db-defaults
Use when adding local data persistence to a Python project — caching, relational storage (simple, complex/OLTP, or analytical/OLAP), document storage,…
data-context-extractor
Generate or improve a company-specific data analysis skill by extracting tribal knowledge from analysts. BOOTSTRAP MODE - Triggers: "Create a data context…
datapack-builder
Build professional financial services data packs from various sources including CIMs, offering memorandums, SEC filings, web search, or MCP servers. Extract,…
postgres
Execute read-only SQL queries against multiple PostgreSQL databases. Use when: (1) querying PostgreSQL databases, (2) exploring database schemas/tables, (3)…
data-pipeline-architect
Analyzes and designs batch and streaming data pipelines with contracts, lineage, reliability, and cost controls. Use for ingestion and transformation systems.…
problem-classifier
Classify each parsed mathematical-modeling subquestion by required output and structure, surface ambiguous framing trade-offs for human choice, and record…
mfs-ingest
Register, update, or re-sync data sources for MFS so they become searchable — postgres / mysql / mongo / snowflake / bigquery, github / jira / linear / notion…
log-ops
Log analysis and JSONL processing - structured extraction, cross-log correlation, timeline reconstruction, pattern search
result-diagnosis
Use when results are valid but surprising, negative, unstable, or ambiguous — to decide debug/rerun/ablate/revise/park. Not for engineering failures like…
data-aws
AWS data service patterns - Glue, Lambda, S3, Redshift, Athena
data-sql
SQL patterns for query optimization, schema design, and data modeling
atai-newton-omega-model
Get time-series embeddings from Archetype AI's Omega encoder (`OmegaEncoder::omega_embeddings_1_4`) over the prod `/query` endpoint — send a window of sensor…
algo-ecom-ranking
Design multi-objective e-commerce product ranking combining relevance, conversion, and business metrics. Use this skill when the user needs to build a product…
algo-nlp-lda
Implement LDA topic modeling to discover latent topics in document collections. Use this skill when the user needs to extract topics from a text corpus,…
algo-risk-benford
Apply Benford's Law to detect anomalies in numerical datasets by analyzing first-digit frequency distributions. Use this skill when the user needs to audit…
algo-risk-var
Calculate Value at Risk to estimate maximum portfolio loss at a given confidence level. Use this skill when the user needs to quantify downside risk, set risk…
fin-modeling
Build three-statement financial models (Income Statement, Balance Sheet, Cash Flow) with revenue forecasting, assumption management, and scenario analysis. Use…
grad-social-capital
Apply social capital theory (Putnam, Coleman, Bourdieu, Burt) to analyze how network structures and trust generate value or impose constraints. Use this skill…
aurora dsql
Deprecated compatibility redirect for Aurora DSQL guidance. Use when a request concerns DSQL, Aurora DSQL, distributed SQL, DSQL schemas, migrations, queries,…
aws dsql
Deprecated compatibility redirect for Aurora DSQL guidance. Use when a request concerns DSQL, Aurora DSQL, distributed SQL, DSQL schemas, migrations, queries,…
mssql
Queries and manages Microsoft SQL Server databases via the mssql CLI. Use when running SQL queries, inspecting table schemas, or managing server connections.…