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spec-driven-development
spec-driven-development
jasonkneen1/12/2026

Systematic three-phase approach to feature development using Requirements, Design, and Tasks phases. Transforms vague feature ideas into well-defined, implementable solutions that reduce ambiguity, improve quality, and enable effective AI collaborati...

512
AI 95
github-actionsllm
docs
docs
AsiaOstrich2/12/2026

Guide documentation structure, content requirements, and project documentation best practices. Use when: creating README, documentation, docs folder, project setup, technical docs. Keywords: README, docs, documentation, CONTRIBUTING, CHANGELOG, ARCHI...

24
AI 95
apici-cd
create-system-routine
create-system-routine
lvndry2/8/2026

Create time-based system routines (cron/launchd) for scripts or commands. Use this for OS-level scheduling, NOT for Jazz Workflows.

24
AI 95
apici-cd
nodejs-profiling
nodejs-profiling
a5c-ai2/5/2026

Expert skill for Node.js-specific profiling and optimization. Use V8 CPU profiler, analyze heap snapshots, configure clinic.js tools (Doctor, Flame, Bubbleprof), debug event loop blocking, analyze async hooks performance, and optimize V8 JIT compilat...

24
AI 95
apiobservability
learn
learn
0xrdan1/26/2026

Extract and persist insights from the current conversation to the knowledge base

24
AI 95
security
clip
clip
ovachiever11/25/2025

OpenAI's model connecting vision and language. Enables zero-shot image classification, image-text matching, and cross-modal retrieval. Trained on 400M image-text pairs. Use for image search, content moderation, or vision-language tasks without fine-t...

24
AI 95
githubllm
ctf-pwn
ctf-pwn
cyberkaida1/26/2026

Solve CTF binary exploitation challenges by discovering and exploiting memory corruption vulnerabilities to read flags. Use for buffer overflows, format strings, heap exploits, ROP challenges, or any pwn/exploitation task.

510
AI 95
apici-cd
opentelemetry
opentelemetry

Set up OpenTelemetry for distributed tracing, metrics, and structured logging with trace correlation. Use when: configuring OpenTelemetry SDK for Node.js/Python/Go/Rust, setting up OTLP exporters, integrating with Jaeger or Zipkin, implementing auto...

4
AI 95
apici-cd
devlog
devlog
jbdamask2/20/2026

Create and maintain a DEVLOG.md file capturing the development story of a project. Use this periodically over the course of a project to capture important information about the development story. Invoke when the user asks to update the devlog, create...

4
AI 95
apidatabase
vuln-analysis-expert
vuln-analysis-expert
tanweai2/2/2026

WooYun漏洞分析专家系统。基于88,636个真实漏洞案例提炼的元思考方法论、测试流程、利用技巧、绕过方法。覆盖SQL注入、XSS、命令执行、逻辑漏洞、文件上传、未授权访问等主要漏洞类型。当用户进行漏洞挖掘、渗透测试、安全审计、代码审计时触发。

1.2k
AI 95
apidatabase
prompt-level-selection
prompt-level-selection

Guide selection of appropriate prompt level for a task. Use when choosing between simple prompts and complex workflows, applying the seven levels framework, or matching task complexity to prompt investment.

23
AI 95
ci-cdgithub-actions
github-actions
github-actions

GitHub Actions workflow design, job structure, triggers, reusable workflows, and best practices. Use when creating or reviewing CI/CD pipelines.

23
AI 95
ci-cdgithub
reduce-delegate-framework
reduce-delegate-framework

Apply R&D framework to optimize prompts and context. Use when optimizing context window usage, reducing prompt size, delegating to specialized agents, or applying systematic context management.

23
AI 95
github-actionsllm
context-hierarchy-design
context-hierarchy-design

Design memory hierarchy with progressive loading for optimal context management. Use when organizing CLAUDE.md imports, implementing just-in-time context loading, or designing priming hierarchies for agents.

23
AI 95
apici-cd
agent-lifecycle-management
agent-lifecycle-management

Manage agent fleet through CRUD operations and lifecycle patterns. Use when creating, commanding, monitoring, or deleting agents in multi-agent systems, or implementing proper resource cleanup.

23
AI 95
ci-cdllm
onboarding
onboarding

Developer environment setup guides for Windows, macOS, Linux, and WSL. Use when setting up development machines, installing tools, configuring environments, or following platform-specific setup guides. Covers package management, shell/terminal, code...

23
AI 95
apidatabase
gemini-memory-sync
gemini-memory-sync

Synchronization patterns for CLAUDE.md and GEMINI.md memory files. Covers import syntax, drift detection, and one-way sync. Use when setting up GEMINI.md, detecting context drift between memory files, understanding @import syntax, or troubleshooting...

23
AI 95
ci-cdgithub-actions
test-pyramid-design
test-pyramid-design

Design optimal test pyramids with unit/integration/E2E ratios. Identify anti-patterns and recommend architecture-specific testing strategies.

23
AI 95
apici-cd
ba-orchestration
ba-orchestration

Multi-technique business analysis orchestration using BABOK. Coordinates 14 techniques across strategic analysis, problem solving, planning, and design into comprehensive analysis packages.

23
AI 95
databasegithub-actions
jtbd-analysis
jtbd-analysis

Jobs to Be Done (JTBD) framework by Clayton Christensen. Analyzes requirements through the lens of what 'job' customers hire products to do. Covers functional, emotional, and social jobs. Use when understanding underlying customer motivations or refr...

23
AI 95
github-actions
distributed-tracing
distributed-tracing

Use when implementing distributed tracing, understanding trace propagation, or debugging cross-service issues. Covers OpenTelemetry, span context, and trace correlation.

23
AI 95
apidatabase
instrumentation-planning
instrumentation-planning

Plan instrumentation strategy before implementation, covering what to instrument, naming conventions, cardinality management, and instrumentation budget

23
AI 95
apidatabase
state-machine-design
state-machine-design

Statechart and state machine modeling for lifecycle and behavior specification

23
AI 95
github-actions
tasks-module
tasks-module
psincraian1/12/2026

myfy TasksModule for background job processing with SQL-based queue. Use when working with TasksModule, @task decorator, background jobs, task workers, TaskContext, task retries, or async task dispatch.

85
AI 95
apidatabase

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