This skill is for Coding and helps you build autonomous learning systems, implement continuous feedback loops, and optimize agent decision-making.
- Build autonomous learning systems
- Implement continuous feedback loops
- Optimize agent decision-making
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drop into Claude — here’s what it’s for, what it helps you do, and what it can touch.
This skill is for Coding and helps you build autonomous learning systems, implement continuous feedback loops, and optimize agent decision-making.
Use when the user wants to take a new app from raw idea to running multi-agent implementation — "/new-app-pipeline", "let's build a new app", "run the app pipel...
Optimize an agent's system prompt or policy text — the instructions that shape its behavior. Use when the thing you want to improve is a prompt/policy file (not...
Use when building or fixing a delivery pipeline. Covers pipeline structure, caching, test parallelization, deployment strategies, secrets, and making the pipeli...
Use when controlling code complexity is required during implementation work, especially when the result must be traceable, independently reviewable, and safe to...
This skill is for DevOps & Infrastructure and helps you rebuild project context after architecture changes, update path indexes when file structure changes, and refresh design reference cache.
Edits and rewrites prose to improve clarity, flow, tone, and polish while preserving meaning and voice, as a substantive edit beyond grammar fixes. Use when the...
Create, review, or guide Value Object implementation in a TypeScript + DDD codebase. Use when the request involves 'value object', 'VO', `*.vo.ts` files (either...
This skill is for Productivity and helps you search for notes in obsidian, create new notes with wikilinks, and organize notes with index files.
This skill is for Design and helps you generate chat motion overlays from transcripts, create animated chat bubble scenes, and build app-style chat containers with avatars.
This skill is for Coding and helps you generate architecture diagrams from code, document system design patterns, and analyze codebase technology stack.
This skill is for Productivity and helps you reply to a gmail message, send a threaded email response, and compose a reply in gmail.
This skill is for Productivity and helps you summarize wechat group chat highlights, generate group chat digest, and create wechat conversation roast.
This skill is for DevOps & Infrastructure and helps you install openkruise in kubesphere, check openkruise status and components, and manage sidecarset and sidecar injection.
This skill is for Coding and helps you write user stories, create feature specifications, and define acceptance criteria.
Plan customer discovery interviews with the right goal, segment, constraints, and method. Use when preparing interviews for problem validation, churn research,...
Review UI code for Web Interface Guidelines compliance. Use when asked to "review my UI", "check accessibility", "audit design", "review UX", or "check my site...
对 Excel 数据进行多维度统计分析与可视化。
Explore SQLite and PostgreSQL databases: list tables, inspect schemas (columns/types/constraints), preview data, generate Mermaid ER diagrams, and run safe read...
HAR: Project init, tool setup, agent config, memory setup, skill mirror sync. Trigger: setup, init, new project, CI/Codex setup, harness-mem, mirror. Do NOT loa...
Hunting skill for csrf vulnerabilities. Built from 15 public bug bounty reports including modern variants — SameSite=Lax sibling-subdomain bypass (Argo CD CVE-2...
Comprehensive citation management for academic research. Search Google Scholar and PubMed for papers, extract accurate metadata, validate citations, and generat...
DALI imperative dynamic mode (`nvidia.dali.experimental.dynamic`, ndd): use when working on ndd code or migrating pipelines; skip pipeline-only tasks.
Practical offensive fuzzing methodology covering target identification, fuzzer selection (AFL++, libFuzzer, Honggfuzz, Boofuzz, syzkaller), harness writing, cor...