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TikTok Shop integration via Apideck's Ecommerce unified API — same methods work across every connector in Ecommerce, switch by changing `serviceId`. Use when the user wants to read, write, or sync orders, products, customers, and stores in TikTok Shop. Routes through Apideck with serviceId "tiktok".

Query openFDA API for drugs, devices, adverse events, recalls, regulatory submissions (510k, PMA), substance identification (UNII), for FDA regulatory data analysis and safety research.

Cezanne HR integration via Apideck's HRIS unified API — same methods work across every connector in HRIS, switch by changing `serviceId`. Use when the user wants to read or sync employees, departments, payrolls, and time-off records in Cezanne HR. Routes through Apideck with serviceId "cezannehr".

Jira Data Center via Apideck's Proxy API + managed Vault auth — Apideck handles auth and proxies HTTP calls to Jira Data Center's native API. Use when the user wants to call Jira Data Center (no unified API resource mapping). Routes through Apideck with serviceId "jira-data-center".

Fast in-memory DataFrame with lazy evaluation, parallel execution, Arrow backend. Use for tabular data in RAM (1–100 GB) when pandas is too slow. Expression API: select, filter, group_by, joins, pivots, window. Lazy mode enables predicate/projection pushdown. Reads CSV, Parquet, JSON, Excel, DBs, cloud. Larger-than-RAM: Dask; GPU: cuDF.

This skill should be used when the user asks about "Constellation errors", "fix Constellation", "debug Constellation", "Constellation not working", "API connection issues", "indexing problems", "MCP server", "Failed to reconnect", mentions any Constellation error codes (AUTH_ERROR, PROJECT_NOT_INDEXED, etc.), or when Constellation commands fail.

Check Apideck connector API coverage before building integrations. Use when determining which operations a connector supports, comparing connector capabilities, or diagnosing why an API call fails with a specific connector. Teaches agents to query the Connector API for real-time coverage data.

Builds multi-variant Elo rating systems for sports prediction. Use when user asks about Elo ratings, rating systems, team strength, K-factor, home field advantage, season carryover, margin-of-victory adjustments, or mentions 'Fading Elo', 'Form Elo', 'Component Elo'. Do not use for general feature construction -- see feature-engineering instead. Do not use for team stats without ratings -- see tea

JobAdder integration via Apideck's ATS unified API — same methods work across every connector in ATS, switch by changing `serviceId`. Use when the user wants to read, write, or sync jobs, applicants, and applications in JobAdder. Routes through Apideck with serviceId "jobadder".

Build, read, validate, modify SBML biological network models via the libSBML Python API. SBML Levels 1–3, reactions/kinetic laws, species, rules, FBC extension for flux balance, conversion. Interoperates with COBRApy, Tellurium/RoadRunner, COPASI. Use when programmatically constructing ODE or constraint-based metabolic/signaling models in SBML.

Domine padrões de autenticação e autorização, incluindo JWT, OAuth2, gerenciamento de sessão e RBAC, para construir sistemas de controle de acesso seguros e escaláveis. Utilize ao implementar sistemas de autenticação, proteger APIs ou depurar problemas de segurança.

Microsoft docs lookup, code samples, and SDK reference for Azure, .NET, Microsoft 365, Windows, and Power Platform via Microsoft Learn MCP. Use for API reference or official MS documentation retrieval.