kiro-validate-gap
Analyze implementation gap between requirements and existing codebase. Use when planning integration with existing systems.
Browse reusable Agent Skills, each with a clear purpose and practical guidance.
Analyze implementation gap between requirements and existing codebase. Use when planning integration with existing systems.
Validate feature-level integration after all tasks are implemented. Checks cross-task consistency, full test suite, and overall spec coverage.
Use RefactoringMiner MCP and AST diff views to review pull requests, commits, or local worktrees by separating detected refactoring structure from behavior-relevant code changes. Use this when the user asks Claude Code to review non-refactoring changes, inspect moved or renamed code with WebDiff, or explain which changes are refactorings versus semantic edits.
自动排查 Ray 调度的分布式训练任务 hang 问题。使用当训练任务无响应、资源利用率异常、任务长时间无进度时。自动收集集群状态、任务调用栈、Actor 状态,分析阻塞链条并定位根因。
Diagnose Relax training launch scripts for misconfigured flags that hurt performance (time/MFU) or waste GPU memory (cards needed). Use when user asks to review/audit/check a training script, mentions "perf doctor", suspects a config is slow or OOM-prone, or wants a sanity check before launching. Produces a two-section markdown report (Performance + Memory) with cited flags, severity, and concrete fixes.
Profile and identify performance bottlenecks in Constantine cryptographic code using metering and benchmarking tools. Use when optimizing cryptographic algorithms, analyzing hotspots, or comparing implementations against reference benchmarks.
Constantine serialization and hex debugging conventions. Use when serializing cryptographic types, parsing bytes, debugging values with toHex, or working with BLS12-381, Banderwagon, or ECDSA codecs.
3-step debug loop for remote Ray cluster — submit task via SSH, check logs locally, analyze errors and fix code, repeat until resolved.
Validate Con's local socket control plane against a real running app session, and write/run con-test integration tests. Use when testing con-cli, the Unix socket API, pane control, tmux control, in-session agent calls, or when writing E2E test cases in crates/con-test/testdata/.
Run and maintain Con's terminal-agent benchmark against a live app session. Use when validating con-cli, SSH workspace reuse, tmux awareness, agent-target preparation, or when collecting benchmark evidence for regressions and release notes.