性能
性能分析与优化
Tune adaptive recall with brain profiles
ohdearquant
Tune adaptive recall with brain profiles — inspect profiles and posteriors, manage lifecycle (activate/deactivate/archive/reset), emit feedback (brain.feedback / brain.auto_feedback) to shift recall weights, and wire actors to profiles via bind/unbind/resolve/bindings. Use whenever recall behavior feels off, a new tuning profile is needed, or you need to confirm which profile serves a given caller.
memory-manager
camoa
Use after completing any phase activity - updates project_state.md, project registry, ensures files are in correct locations, maintains lean memory
tuning
chaterm
系统调优
process-management
chaterm
Linux process management and control
benchmarking
chaterm
性能基准测试
cypress-ci-cd
TheBushidoCollective
Use when cypress CI/CD integration including parallelization, test recording, and media capture.
bird
EthanAlgoX
X/Twitter CLI for reading, searching, posting, and engagement via cookies.
ordercli
EthanAlgoX
Foodora-only CLI for checking past orders and active order status (Deliveroo WIP).
cypress-advanced
TheBushidoCollective
Use when advanced Cypress features including custom commands, plugins, and network stubbing.
cucumber-fundamentals
TheBushidoCollective
Core Cucumber concepts, Gherkin syntax, and feature file structure
serena
Dianel555
Semantic code understanding with IDE-like symbol operations. Use when: (1) Large codebase analysis (>50 files), (2) Symbol-level operations (find, rename, refactor), (3) Cross-file reference tracking, (4) Project memory and session persistence, (5) Multi-language semantic navigation. Triggers: "find symbol", "rename function", "find references", "symbol overview", "project memory". IMPORTANT: Prioritize Serena's symbolic tools over file-based grep/read for code exploration.
cypress-fundamentals
TheBushidoCollective
Use when cypress fundamentals including commands, assertions, fixtures, and E2E testing patterns.
team-iterdev
catlog22
Unified team skill for iterative development team. All roles invoke this skill with --role arg for role-specific execution. Triggers on "team iterdev".
memory-capture
catlog22
Unified memory capture with routing - session compact or quick tips. Triggers on "memory capture", "compact session", "save session", "quick tip", "memory tips", "记录", "压缩会话".
compact
catlog22
Compact current session memory into structured text for session recovery. Supports custom descriptions and tagging.
rail
JinFanZheng
High-speed rail / train lookup workflow (China-focused). Use for timetables, ticket availability, delays, cancellations, or “today/latest” rail updates. Prefer official sources; always include source link + local update time; NEVER fabricate.
skill-tuning
catlog22
Universal skill diagnosis and optimization tool. Detect and fix skill execution issues including context explosion, long-tail forgetting, data flow disruption, and agent coordination failures. Supports Gemini CLI for deep analysis. Triggers on "skill tuning", "tune skill", "skill diagnosis", "optimize skill", "skill debug".
load-topology
nicholasf
Read the local system topology to discover available machines and models. Triggers on "load topology", "what models are available", "which machines are running", "start a model", "show me the topology", "sync topology", "refresh topology", "benchmark llm", "benchmark model", "test llm", "run benchmark", "help", "show help", "list subcommands".
save
laststance
Save session context to Serena MCP memory for cross-session persistence. Analyzes accomplishments, persists learnings as structured memories, creates checkpoint for future session restoration. Portable across all Serena-enabled agents (Claude Code, Cursor, Windsurf, etc.). Use when: ending a session, pausing work, saving progress, or preserving learnings. Keywords: session, save, persist, checkpoint, memory, store, context, end
savethetokens
Redclawww
Reduce Claude Code token burn with proactive compacting, task-scoped sessions, checkpoint files, tiered docs, and relevance-based context pruning. Use when a user explicitly asks to reduce context usage/cost, run token benchmarks, or optimize CLAUDE.md. Do not use to expand product scope or skip correctness checks.
nix-profile-manager
YPares
Expert guidance for agents to manage local Nix profiles for installing tools and dependencies. Covers flakes, profile management, package searching, and registry configuration.
flutter-native-http-client
rodydavis
This blog post explores how to optimize HTTP client selection in Flutter applications based on the platform, using Cronet on Android and Cupertino's native client on iOS for improved performance and caching.
fast-rust
PsiACE
Practical guidance for writing, refactoring, and reviewing fast, reliable, and maintainable Rust code.
piglet
PsiACE
Practical Python craftsmanship guidance based on One Python Craftsman. Use when writing, refactoring, or reviewing Python code for naming, branching, data structures, functions, exceptions, loops, decorators, imports, file I/O, edge cases, and modern syntax choices. If the skills set includes friendly-python, suggest invoking it for better Python outcomes.