Agents
AI agents and automation
cosmos-dbt-core
by astronomer
Use when turning a dbt Core project into an Airflow DAG/TaskGroup using Astronomer Cosmos. Does not cover dbt Fusion. Before implementing, verify dbt engine, warehouse, Airflow version, execution environment, DAG vs TaskGroup, and manifest availability.
customaize-agent:create-workflow-command
by NeoLabHQ
Create a workflow command that orchestrates multi-step execution through sub-agents with file-based task prompts
customaize-agent:context-engineering
by NeoLabHQ
Understand the components, mechanics, and constraints of context in agent systems. Use when writing, editing, or optimizing commands, skills, or sub-agents prompts.
sadd:do-and-judge
by NeoLabHQ
Execute a task with sub-agent implementation and LLM-as-a-judge verification with automatic retry loop
customaize-agent:agent-evaluation
by NeoLabHQ
Evaluate and improve Claude Code commands, skills, and agents. Use when testing prompt effectiveness, validating context engineering choices, or measuring improvement quality.
customaize-agent:apply-anthropic-skill-best-practices
by NeoLabHQ
Comprehensive guide for skill development based on Anthropic's official best practices - use for complex skills requiring detailed structure
customaize-agent:create-agent
by NeoLabHQ
Comprehensive guide for creating Claude Code agents with proper structure, triggering conditions, system prompts, and validation - combines official Anthropic best practices with proven patterns
fpf:propose-hypotheses
by NeoLabHQ
Execute complete FPF cycle from hypothesis generation to decision
customaize-agent:test-skill
by NeoLabHQ
Use when creating or editing skills, before deployment, to verify they work under pressure and resist rationalization - applies RED-GREEN-REFACTOR cycle to process documentation by running baseline without skill, writing to address failures, iterating to close loopholes
dart-audit-agent-compliance
by dartsim
"DART Audit Agent Compliance: audit and fix gaps when agents miss or cannot discover documented rules"
moai-workflow-thinking
by modu-ai
Sequential Thinking MCP and UltraThink mode for deep analysis, complex problem decomposition, and structured reasoning workflows. Use when performing multi-step analysis, architecture decisions, technology selection trade-offs, breaking change assessment, or when --ultrathink flag is specified. Do NOT use for simple decisions or straightforward implementation tasks.
deepchat-data-import
by ThinkInAIXYZ
Help developers build third-party tools that import, inspect, migrate, or analyze DeepChat data. Use when Codex needs to work with DeepChat provider configuration, model configuration, MCP/app settings, sessions, messages, legacy chat data, agent.db, chat.db, SQLCipher encrypted SQLite, Electron safeStorage wrapped passwords, Tauri importers, or native macOS/Windows/Linux data access.
memory-management
by ThinkInAIXYZ
Guide the agent to recall, remember, and route durable learning into Memory, Skills, Scheduled Tasks, or Tape.
workflow-automation
by JoelLewis
"Workflow automation for securities operations: BPM concepts, task routing, approval chains, escalation rules, SLA monitoring, and process orchestration patterns."
ralph-wiggum
by fstandhartinger
Autonomous AI coding with spec-driven development. Implements Geoffrey Huntley's iterative bash loop methodology where agents work through specs one at a time, outputting a completion signal only when acceptance criteria are 100% met.
hai-razor
by hylarucoder
Audits whether each requirement, workflow step, role, field, state, module, layer, abstraction, or rule deserves to exist and returns a razor verdict: an evidence table, a Keep/Merge/Defer/Delete/Replace/Prove-first classification of every concept, the strongest survival argument for anything cut, the complexity that must be preserved, a concrete cut/proof list, and — for full audits — before/after Mermaid diagrams plus an HTML report. Use whenever the user wants to apply Occam's razor, simplify or trim a PRD / architecture / workflow / data model / state machine, challenge whether something is necessary, or spot fake requirements, premature abstractions, or over-engineering — even if they never say "razor." Trigger on 用奥卡姆剃刀, 剃刀一下, 砍需求, 砍掉没用的东西, 收一收复杂度, 这个字段/状态/模块/分层有必要吗, 这个抽象是不是多余, 是不是伪需求, 是不是过度设计, 这步能不能去掉, 这些角色/状态是不是太多了, and English like "is this over-engineered", "do we really need this layer", "this feels bloated, what can we delete", "too many fields".
serenity-skill
by muxuuu
Turn an investment agent into a supply-chain bottleneck hunter. Use this skill for source-backed investment research, live market/theme scans, AI/semi/technology value-chain mapping, A-share/HK/US stock screening, thesis stress tests, and Serenity-inspired research conversations. Trigger on requests like "用 Serenity 的方式看", "深度调研", "产业链/供应链/卡点/瓶颈", "A股 AI 半导体哪个最值得研究", "find unknown bottlenecks", "rank candidates", or "challenge this thesis". Outputs plain-language reasoning, ranked research priorities, evidence chains, risks, and next verification steps. Research support only; no trade execution.
self-reflection
by QuixiAI
Guidelines for autonomous self-reflection during heartbeats
joko-orchestrator
by oyi77
Use when deterministically coordinating autonomous planning and execution across available skills under strict guardrails.
workflow-builder
by oyi77
Build and automate workflows for business operations with Notion and Slack integration
using-superpowers
by oyi77
Use when starting any conversation - establishes how to find and use skills, requiring Skill tool invocation before ANY response including clarifying questions
self-improving-agent
by oyi77
Agent that learns from feedback and improves its own performance over time
live2d-master-agent
by mw2wbyys6t-sudo
这个是致力于全自动为Live2D服务的。目前用Trae开发
agent-creator
by hotovo
Create and configure AiderDesk agent profiles by defining tool groups, approval rules, subagent settings, and provider/model selection. Use when setting up a new agent, creating a profile, or configuring agent tools and permissions.