Agent Skills: knowledge-synthesis-freshness
Sub-skill of knowledge-synthesis: Freshness (+3).
ID: vamseeachanta/workspace-hub/knowledge-synthesis-freshness
177
Install this agent skill to your local
Skill Files
The files that make up knowledge-synthesis-freshness.
More agent skills
- applicationinsights-web-tsInstrument browser/web apps with the Application Insights JavaScript SDK (@microsoft/applicationinsights-web). Use for Real User Monitoring (RUM) — page views, clicks, AJAX/fetch dependencies, exceptions, custom events, and browser-side GenAI agent traces correlated to backend OpenTelemetry traces. Covers SDK Loader Script and npm setup, framework extensions (React, React Native, Angular), Click Analytics, telemetry initializers, and OTel GenAI semantic conventions for agent/tool/model spans emitted from the browser.
- interview-taskPrepare an interview task for a candidate, as part of our hiring process.
- lmms-eval-guideGuides AI coding agents through the lmms-eval codebase - a unified evaluation framework for Large Multimodal Models (LMMs). Use when integrating new models, adding evaluation tasks/benchmarks, running YAML config-driven evaluations, orchestrating non-blocking training-time evaluation via the HTTP eval server, or navigating the evaluation pipeline architecture.
- parallel-processingParallel processing with joblib for grid search and batch computations. Use when speeding up computationally intensive tasks across multiple CPU cores.
- data-client-schemaModel the app's data with @data-client schemas: the shape of each type, how types nest and relate, and how responses normalize and merge so one update shows everywhere. Use it whenever the shape of the app's data changes, when deriving values or views from data already loaded, or when the same item looks different in two places. Covers Entity, Collection, Union and Query.
- mongodb-schema-designMongoDB schema design patterns and anti-patterns. Use when designing data models, reviewing schemas, migrating from SQL, or troubleshooting performance issues caused by schema problems. Triggers on "design schema", "embed vs reference", "MongoDB data model", "schema review", "unbounded arrays", "one-to-many", "tree structure", "16MB limit", "schema validation", "JSON Schema", "time series", "schema migration", "polymorphic", "TTL", "data lifecycle", "archive", "index explosion", "unnecessary indexes", "approximation pattern", "document versioning".