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list-virtualization
Use when reviewing dashboards, admin tables, search results, or feeds with many repeated items. Confirm the bottleneck is DOM or rendering cost before introducing virtualization because small lists usually do not need the added complexity.
llm-wiki
Build and maintain a persistent markdown wiki that an LLM updates on the user's behalf, usually inside an Obsidian vault or git-tracked notes repo. Use when raw sources such as web articles, papers, meeting notes, transcripts, screenshots, or past analyses need to be turned into an interlinked knowledge base with immutable source files, LLM-written wiki pag…
agent-deployment
Ships an agent to production — packaging, config and secrets, staged rollout, and the rollback plan — for a system whose failures are usually silent rather than loud. Use this whenever the user is deploying an agent or LLM feature, planning a rollout or canary, moving an agent from prototype to production, or asking how to release a prompt or model change s…
api-design-review
Invoked helper skill for higher-risk API contract decisions, usually called from /research or /write-a-prd. Use when the unresolved question is API shape, compatibility, auth, webhook design, or paradigm choice. Not a default top-level workflow step or a substitute for ordinary implementation work.
security-scan
Scan a local code or plugin directory for third-party dependencies, lockfiles, extensions, workflow actions, container definitions, risky install hooks, suspicious code patterns, and unusually powerful permissions. Use when the user wants a security-oriented pass over a repository, generated app, browser extension, IDE plugin, CI workflow, Docker setup, or …
agentsop-framework-selection
Neutral, framework-agnostic decision tree for project kickoff: "which agent / RAG / LLM framework should I reach for?" Synthesizes the ecosystem sections of 7 landmark-project SOPs (LangGraph, LlamaIndex, DSPy, CrewAI, vLLM, Aider, Dify) into one layered rubric. Core stance: frameworks are LAYERS, not competitors — a real project usually combines DSPy (comp…
aposd-optimizing-critical-paths
Optimize performance through mandatory measure-first workflow with 3 stages: MEASURE (gate) -> FUNDAMENTAL FIX -> CRITICAL PATH REDESIGN. Use when code is too slow, laggy, hangs, doesn't scale, has timeouts, OOM errors, or high CPU/memory. Emphasize that simpler code usually runs faster. Triggers on: performance issues, optimization needed, takes forever, p…
architecture-viz-studio
Build high-quality, animated, professional web pages that VISUALIZE software architecture, system design, data models, or a product idea — using Three.js (3D) + GSAP (scroll/animation) + SVG diagrams. Produces two things, usually together: (1) a cinematic scroll-story landing page where a 3D low-poly world narrates how a system works, and (2) an interactive…
archunitnet
Use the open-source free `ArchUnitNET` library for architecture rules in .NET tests. Use when a repo needs richer architecture assertions than lightweight fluent rule libraries usually provide. USE FOR: the repo uses or wants ArchUnitNET; architecture testing needs richer modeling than simple dependency checks. DO NOT USE FOR: the lightest possible architec…
async-instead
Convert a meeting into async work that actually decides — the doc-plus-deadline format that replaces the room, the comment-window rules, the decision-closure step that async usually fumbles, and the honest test for what still needs synchronous. Use when asked can this meeting be async, replace our status meeting with a doc, run this decision without a call,…
base-rate-analysis
Start with statistical baseline frequencies before considering individual case details - combat base rate neglect by anchoring on "what usually happens"
bjps-rebuttal
Use when writing the response to a British Journal of Political Science (BJPS) revise-and-resubmit. The response must convert each of the (usually two-plus) double-blind referees while keeping the editor confident the revision is convergent. Structures the response letter; it does not fabricate new results.
channel_message
Use this skill to proactively send a one-way message to a user/session/channel, usually only when the user explicitly asks to send to a channel/session or when proactive notification is needed. First query sessions with qwenpaw chats list, then push with qwenpaw channels send.
claude-usage-analyst
Analyze Claude Code and Claude Desktop Code token usage, cost, quota burn, model mix, cache read/write, and 5-hour block consumption using ccusage evidence. Use when the user asks why Claude quota was exhausted, whether a model such as fable/opus/sonnet is unusually expensive, how many tokens were spent today or historically, or needs a human-friendly expla…
cn-level-mapper
Compare job levels (职级) across Chinese technology companies and against international ladders, to judge an offer, a job move or a promotion target: what a level usually means in scope and expectations, how levels roughly line up, and what to ask the recruiter. Use when asked P7 相当于什么级别, 跳槽职级怎么对标, 字节 2-2 对应阿里什么, 这个 offer 的职级合理吗, compare Chinese tech levels, …
codex-skill
Use when user asks to leverage codex, gpt-5, or gpt-5.1 to implement something (usually implement a plan or feature designed by Claude). Provides non-interactive automation mode for hands-off task execution without approval prompts.
content-pipeline
Orchestrator for the 3-article content pipeline — runs research phase, spawns parallel article sub-agents, creates Typefully drafts. Use when running the full content pipeline (usually via cron at 3am).
crim-rebuttal
Use when writing the response to a Criminology (ASC / Wiley) revise-and-resubmit. Criminology revisions usually require converting multiple expert reviewers across the field's disciplines while keeping the editor confident the revision is convergent and the theoretical contribution intact. Structures the response letter; it does not fabricate new results.
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Sources and import coverage