performance-profiling
Performance profiling principles. Measurement, analysis, and optimization techniques.
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Updated 11-05 00:16
13,134 results
Performance profiling principles. Measurement, analysis, and optimization techniques.
Test-Driven Development workflow principles. RED-GREEN-REFACTOR cycle.
Evaluates LLMs across 60+ academic benchmarks (MMLU, HumanEval, GSM8K, TruthfulQA, HellaSwag). Use when benchmarking model quality, comparing models, reporting…
Evaluates LLMs across 100+ benchmarks from 18+ harnesses (MMLU, HumanEval, GSM8K, safety, VLM) with multi-backend execution. Use when needing scalable…
Use when writing test specs for NL artifacts, running /nlpm:test, or setting up TDD workflows for skills, agents, commands, rules, hooks, and prompts.
Use when writing test specs for NL artifacts, running /nlpm:test, or setting up TDD workflows for skills, agents, commands, rules, hooks, and prompts.
Use after receiving code review feedback and before implementing suggestions, especially when the feedback is unclear or technically questionable—requires technical rigor and verification, not perfunctory agreement or blind execution.
Use when completing a task, implementing an important feature, or before merging, to verify that the work results meet the requirements
Use when encountering any bug, test failure, or unexpected behavior, before proposing a fix
Build a comprehensive test matrix for changed behavior with explicit assertion strategy per case.
Orchestrate strict TDD implementation across planner, implementer, test designer, coverage auditor, mutation auditor, and reviewer subagents.
Task completion validation — verify deliverables match original requirements. Invoke whenever task involves completing work for the user — code changes,…
Guide users through TCR (Test && Commit || Revert), TCRDD, and git-gamble workflows. ALWAYS trigger when a user mentions TCR, TCRDD, "test commit revert", "git…
Debug broken OpenCode sessions by locating sessions from an id, title, or directory, recursively inspecting child sessions, correlating transcripts, logs,…
Complete operational guide for browser automation with @anthropic-ai/playwright-cli. Covers session bootstrap, the observe-act loop, element refs, tab…
Use skill if you need to validate an MCP server, debug broken primitives, or test tools, resources, prompts, and transports before shipping.
Use skill if you are exhaustively testing or release-gating martool CLI commands in a source checkout or deployed Coolify container over SSH, without local…
Use when E2E tests must go beyond shallow happy-path checks — multi-step user journeys, stateful sessions, cross-boundary state consistency, failure-mode edges…
Use when writing tests for code that uses coroutines — phrases like "runTest", "TestDispatcher", "StandardTestDispatcher", "UnconfinedTestDispatcher", "virtual…
Prove a Compose UI pull request matches its intended design by diffing the rendered code (candidate) against a Figma / Stitch / Claude Design reference and…
Manage QA strategy, suites, cases, test execution, evidence, defects, traceability, and release gates as folder-native state under the current workspace's…
Plan, maintain, replay, and promote ZCode desktop E2E cases and their fixtures, coverage matrices, and CI admission evidence.
Generate, verify, or remove large synthetic ZCode task fixtures in local ~/.zcode persistence for UI/session performance testing. Use when testing big…
Use when receiving code review feedback (before implementing suggestions, especially when feedback is unclear or technically questionable): demand technical rigor and verification, reject performative agreement or blind implementation.