Agents
AI agents and automation
llamaindex-agent
by a5c-ai
LlamaIndex agent and query engine setup for RAG-powered agents
cron
by HKUDS
Schedule reminders and recurring tasks.
async-jobs
by yonatangross
Async job processing patterns for background tasks, Celery workflows, task scheduling, retry strategies, and distributed task execution. Use when implementing background job processing, task queues, or scheduled task systems.
agent-orchestration
by yonatangross
Agent orchestration patterns for agentic loops, multi-agent coordination, alternative frameworks, and multi-scenario workflows. Use when building autonomous agent loops, coordinating multiple agents, evaluating CrewAI/AutoGen/Swarm, or orchestrating complex multi-step scenarios.
improvement-loop
by aaddrick
Use after resolving a bug, failed task, or unexpected agent behavior to improve the pipeline skills, agents, hooks, or scripts that contributed to the problem. Also proactively suggest improvements when recurring patterns or inefficiencies are observed.
pivoting-tunneling
by blacklanternsecurity
Network pivoting, port forwarding, and tunneling through compromised hosts to reach internal networks.
orchestrator
by blacklanternsecurity
USE THIS SKILL when the user provides a target or list of targets (IPs, hostnames, URLs, subnets) and asks to attack, pentest, hack, scan, assess, or test them. ALSO USE THIS SKILL when the user references an existing engagement — resuming, continuing, picking up, checking status, or asking about next steps. Trigger phrases: "attack X", "pentest X", "hack X", "scan X", "start testing X", "pop X", "CTF target X", "engage X", "these targets", "resume engagement", "pick it up", "continue testing", "next steps", "where were we", "resuming", "advise next steps", "what should we do next", "engagement status". This is the entry point for all multi-phase penetration tests — handles recon, attack surface mapping, vulnerability chaining, and routes to technique skills for exploitation. Do NOT use when the user names a specific single technique (e.g., "run kerberoasting against X").
assess
by yonatangross
"Assesses and rates quality 0-10 with pros/cons analysis. Use when evaluating code, designs, or approaches."
human-oversight-protocol
by bdfinst
Approval gates, intervention commands, and transparency requirements. Use to classify any agent action as autonomous/notify/approve, respond to override/pause/stop commands, or structure a plan review before the implementation phase begins.
core-agent-browser
by actionbook
Rust Developer AI Assistance System — Meta-Problem-Driven Knowledge Indexing
digital-twin-modeling
by kishorkukreja
When the user wants to build digital twins, simulate supply chain operations, or create virtual replicas for testing. Also use when the user mentions "digital twin," "simulation modeling," "discrete event simulation," "system simulation," "virtual supply chain," "what-if analysis," "scenario simulation," or "operational testing." For network optimization, see network-design. For forecasting, see demand-forecasting.
skill-authoring
by knoopx
Writes effective pi skills with proper structure, concise content, and progressive disclosure. Use when creating new skills, improving existing skills, or reviewing skill quality.
daily-standup
by knoopx
Generates daily standup updates from session activity and commits. Use when preparing standups, reviewing daily progress, or aggregating work across projects.
electronics-supply-chain
by kishorkukreja
When the user wants to optimize electronics manufacturing supply chains, manage semiconductor sourcing, handle PCB assembly, or navigate component allocation. Also use when the user mentions "electronics manufacturing," "semiconductor supply chain," "PCB assembly," "EMS/ODM," "component allocation," "lead time management," "electronics sourcing," "PCBA," "contract manufacturing," or "electronics lifecycle management." For general manufacturing, see production-scheduling. For quality, see quality-management.
debug-mode
by BasedHardware
"Debug mode workflows and best practices for troubleshooting bugs, regressions, and performance issues. Use when debugging tricky issues that standard agent interactions struggle with."
agent-modes
by BasedHardware
"Guidance on choosing and using Cursor agent modes: Agent, Ask, Plan, and Debug. Use when selecting the right mode for a task or when explaining mode capabilities."
agentation-self-driving
by benjitaylor
Autonomous design critique mode using the Agentation annotation toolbar. Use when the user asks to "critique this page," "add design annotations," "review the UI," "self-driving mode," "auto-annotate," or wants an AI agent to autonomously add design feedback annotations to a web page via the browser. Requires the Agentation toolbar to be installed on the target page and agent-browser skill to be available.
complex-task
by TeamWiseFlow
长程/复杂任务编排工作指导。接收复杂任务后，依次完成验收标准确认、计划拆分与自审、项目文件初始化、子任务文档创建、执行者-评估者 subagent
agent-review
by BasedHardware
"Agent Review workflows and best practices for catching bugs before merging. Use for reviewing agent-generated code and local changes."
pydantic-ai-testing
by existential-birds
Test PydanticAI agents using TestModel, FunctionModel, VCR cassettes, and inline snapshots. Use when writing unit tests, mocking LLM responses, or recording API interactions.
pydantic-ai-dependency-injection
by existential-birds
Implement dependency injection in PydanticAI agents using RunContext and deps_type. Use when agents need database connections, API clients, user context, or any external resources.
fixer
by petekp
Cold, methodical diagnostician for when you're stuck in agent-assisted app development. Call the fixer when: (1) You're in a loop with a coding agent and things keep getting worse, (2) Your project has accumulated so many agent-generated changes you've lost the thread, (3) Builds are broken and you can't figure out why, (4) You've tried multiple approaches and none are working, (5) You need someone to cut through confusion and give you a clear path forward. Triggers on: "I'm stuck", "nothing is working", "help me fix this", "I'm going in circles", "the agent keeps breaking things", "I've lost track of what's happening", "can you take a look at this mess", or any expression of frustration with agent-assisted development. The fixer does not commiserate — it diagnoses, intervenes, and unblocks.
SKILL.md
by owasp-dep-scan
Read THREAT_MODEL.md for the detailed security model, attack paths, and workflow review guidance.
competitive-analysis
by bdfinst
Compare this plugin against external plugins, tools, feature sets, or ideas to find gaps and weaknesses. Produces a structured gap analysis report with rough specs for closing each gap. Use this skill whenever the user references capabilities from OUTSIDE the plugin — another plugin they found, a competitor's tool, a feature list from a different project, a repo URL, or a hypothetical concept for capabilities we lack. Trigger phrases include "how do we compare to X", "what does Y have that we don't", "what are we missing", "gap analysis", "competitive analysis", "weaknesses compared to", "stack up against", "where do we fall short", and "should we add X — I saw it in another tool". Also trigger when the user pastes a feature list or describes capabilities they saw elsewhere and asks whether we should have them. Do NOT trigger for internal operations like running reviews, auditing our own agents, adding skills, threat modeling, domain analysis, or debugging — those use other skills.