Browse reusable Agent Skills, each with a clear purpose and practical guidance.
Validates all CI skills in this repo. Checks Agent Skills spec compliance, gh-aw workflow compilation, permission correctness, and structural conventions. Use when CI skills have been added or modified and you want to verify they compile and conform before committing.
Runs project compile, test, and lint commands between implementation and quality review. Gates simplify-and-harden behind machine verification. If checks fail, routes back to implementation with diagnostics for a fix loop. If checks pass, signals ready for the quality pass. Use after any implementation work completes and before simplify-and-harden. Essential for the inner loop's verify step.
Add pytest tests to validate reference implementations in the flashinfer-trace HuggingFace dataset against FlashInfer or SGLang ground truth. Use when validating kernel definitions, adding tests for new op_types, or verifying reference implementations are correct.
Run the Iris harbor job-history analyzer (scripts/iris/analyze_job_history.py) on a datagen/eval job and read its JSON sidecar for trustworthy throughput / preemption / productive-trial stats. Use whenever a status check needs REAL metrics (gen tok/s, cycles, non_empty rate, harbor exceptions) instead of an eyeballed log tail. It now queries the finelog log store directly (live ∪ GCS, deduped) — FAST (seconds, not minutes) and it ASSERTS completeness across all preempted attempts/generations, failing loud rather than returning fragments.
Helps increment code coverage in this Kotlin Multiplatform project. Guides the agent to ask the user for the number of areas to improve, establish a baseline report, plan the improvements, write Kotlin unit tests following all Detekt/formatting style rules, and commit them (including using git fixup).
Run the GTM-OS health check across all 5 diagnostic layers (environment, database, configuration, provider connectivity, runtime state). Use when the user says 'is YALC working', 'diagnose YALC', 'check YALC health', 'is everything configured', 'run the health check', or 'are my keys set up'. Read-only — never writes anything. Surfaces /keys/connect/<provider> URLs alongside any failed provider so the user has a one-click path to fix.
Validate the correctness and completeness of a FlashInfer Trace dataset. Use when checking dataset quality, verifying definitions/workloads/solutions/traces, debugging data issues, or preparing a dataset for release.
Use when profiling Cairo functions, measuring step counts, analyzing resource usage, generating call-graph PNGs, or launching pprof to visualize Cairo execution traces
Review changed code for reuse opportunities, quality issues, and inefficiencies using three parallel review agents, then fix any issues found. Triggers when the user says "agentic-simplify", "clean up the code", "review the changes", or after goal implementation when code quality verification is needed.
Use when encountering any bug, test failure, or unexpected behavior. Enforces a strict reproduce-first, root-cause-first, failing-test-first debugging workflow before fixing.