Modifies router-side API, authz, memory, provider, storage, or runtime service modules outside config, decision, selection, and extproc plugin chains. Use when changing apiserver endpoints, authz or rate-limit policy code, memory or response storage flows, provider adapters, or other router service-platform modules.
Modifies router-side API, authz, memory, provider, storage, and service-support modules outside config, decision, selection, and extproc plugin chains. Use when a primary skill touches apiserver, authz, rate-limit, memory, response API, provider adapters, or related runtime service-support packages.
Problem-solving strategies for constrained optimization in optimization
TDD workflow for migrations - orchestrate agents, zero main context growth
AI-powered web search, research, and reasoning via Perplexity
Research-to-implement pipeline chaining 5 MCP tools with graceful degradation
Update the body of a GitHub pull request. Use when the user asks to update, edit, or modify a PR description/body.
Monitor Beaker experiments until completion. Use when the user asks to monitor, check, or track a Beaker experiment.
Deep interview process to transform vague ideas into detailed specs. Works for technical and non-technical users.
Use this skill when designing or building Vizro dashboard layouts — grid configuration, component sizing, filter/parameter placement, selector types, or container patterns. Activate when the user is creating wireframes, defining page structure, placing controls, or sizing charts.
Bump a Go dependency from a failing Dependabot PR in the Kubernetes model generator. Regenerates models, fixes breaking changes, updates CHANGELOG, and creates a new PR that closes the Dependabot one.
Investigate fast-agent session and history files to diagnose issues. Use when a session ended unexpectedly, when debugging tool loops, when correlating sub-agent traces with main sessions, or when analyzing conversation flow and timing. Covers session.json metadata, history JSON format, message structure, tool call/result correlation, and common failure patterns.
Generate AI-powered Data Dictionary, Description, and Tags for a CSV/TSV/Excel file
Infer a semantic ontology from all files in the working directory - entities, attributes, relationships, domain taxonomy, and cross-file join paths. Outputs ONTOLOGY.md.
Build an interactive HTML dashboard with charts, filters, and tables. Use when creating an executive overview with KPI cards, turning query results into a shareable self-contained report, building a team monitoring snapshot, or needing multiple charts with filters in one browser-openable file.
Compact an existing MDBX database instance to reclaim free/reclaimable space. Use this when the user wants to shrink mdbx.dat, reclaim MDBX garbage-collected pages, or fix MDBX_MAP_FULL issues.
Run QA RPC Integration Tests locally against a synced Erigon datadir, or dispatch them remotely via GitHub Actions. Tests compare rpcdaemon JSON-RPC responses against expected results from erigontech/rpc-tests.
