Agents
AI agents and automation
bio-workflow-methods-docwriter
by fmschulz
Generate reproducible Methods documentation from workflow run artifacts (Nextflow/Snakemake/CWL), including exact commands, versions, parameters, QC gates, and outputs.
agentgo
by liliang-cn
Use AgentGo for local RAG (Retrieval Augmented Generation) operations including document ingestion, semantic search, and Q&A. Supports multi-provider LLM, MCP tools, Skills, and cognitive memory (Hindsight/PageIndex). Use when building local knowledge bases, AI assistants with evolving long-term memory.
agent-browser
by fmschulz
Browser automation via agent-browser CLI for web navigation, form filling, screenshots, scraping, login flows, and UI testing.
curate-skills
by nesnilnehc
Evaluate, score (ASQM strict), tag, and normalize all Skills; writes agent.yaml and README per skill, detects overlaps, produces ASQM_AUDIT.md or chat summary. Use when auditing skills, after adding/changing skills, or when generating repo-level skill summaries.
sequential-thinking
by Ven0m0
Enables systematic step-by-step reasoning with revision and branching capabilities. Use when complex problems require multi-stage analysis, design planning, problem decomposition, or when scope is initially unclear. Trigger with "think through step by step", "break this down", "complex problem", or "sequential reasoning".
session-memory
by humanplane
Maintains awareness across sessions. Spawns observer agent on start, loads context, notifies of evolution opportunities.
ai-tech-summary
by tiangong-ai
Retrieve time-windowed RSS evidence from SQLite and let the agent produce final summaries using RAG over selected records and fields. Use when generating daily, weekly, monthly, or custom-range AI tech digests directly in agent responses instead of fixed template reports.
thue-tncn-vietnam
by disliked-romancelanguage5249
Use when user asks about Vietnamese personal income tax (TNCN), tax finalization (quyet toan), dependent deductions (giam tru gia canh), freelancer/KOL/online seller tax, eTax Mobile, or tax deadlines. Covers fiscal year 2026 under Law 109/2025/QH15. Triggers on: thue, TNCN, quyet toan, ke khai, HKD, 500 trieu nguong, expat, KOL, seller.
discover-skills
by nesnilnehc
Identify missing skills and recommend installations from AI Cortex or public skill catalogs. Use when discovering capabilities or suggesting skills to fill gaps.
sdlc-yolo
by uinaf
"ALL coding work. Features, fixes, refactors — never hand-code. Delegates to coding-agent, reviews, auto-merges or escalates."
docs-keeper
by uinaf
Maintain project documentation with clear human/agent separation. Use when setting up a new project, auditing docs, creating plans, or managing agent working memory. Triggers include "set up docs", "create a plan", "audit documentation", "init project structure", or any task involving project documentation conventions.
orchestrate-subagents
by shhac
Activate orchestrator mode for complex multi-task work using subagents. Use when you need to coordinate multiple independent Task subagents to accomplish work while keeping the main context window clean.
code-review
by abatilo
"Orchestrates a three-phase parallel code review using an agent team. Phase 1: dynamically selected specialists each review the diff with structured self-critique. Phase 2: mandatory lead-mediated cross-review where specialists challenge each other's findings (primary rigor layer). Phase 3: deduplicated synthesis with priority-based output and binary merge verdict."
adk
by botpress
a set of guidelines to build with Botpress's Agent Development Kit (ADK) - use these whenever you're tasked with building a feature using the ADK
CloudToLocalLLM Avatar Personality
by CloudToLocalLLM-online
Requests evolution when ready (via self-reflection)
orchestrator
by wyattowalsh
Build and deploy parallel execution via subagent waves, agent teams, and multi-wave pipelines. Use when the Decomposition Gate identifies 2+ independent actions or when spawning teams. NOT for single-action tasks or non-parallel work.
agent-conventions
by wyattowalsh
Agent definition conventions. Use when creating or modifying agents at any level (~/.claude/agents/, .claude/agents/, or project-local). Validate frontmatter, update README.md index. NOT for creating skills, MCP servers, or modifying CLAUDE.md.
line-voice-agent
by cartesia-ai
Build voice agents with the Cartesia Line SDK. Supports 100+ LLM providers via LiteLLM with tool calling, multi-agent handoffs, and real-time interruption handling.
vercel-doctor
by Aniket-508
Find ways to cut your Vercel bill. Run after making changes to catch cost-heavy patterns early in Next.js projects.
news
by JinFanZheng
News briefing + verification workflow. Use when the user asks for news, headlines, daily briefing, “today's news”, “latest updates”, breaking news, or requests specific current numbers/events that require reliable sources and timestamps. Requires source links + local published time; NEVER fabricate.
verify
by JinFanZheng
Verification + citation workflow. Use whenever the user asks you to look up information, mentions latest/today/real-time, requests news/weather/prices/scores, or whenever you plan to reference external facts. Requires source links and (when relevant) local published/updated time. NEVER fabricate.
fx
by JinFanZheng
Exchange rates / FX lookup workflow. Use for currency exchange rate questions (USD/CNY, EUR/CNY, etc.), “today/latest/real-time” rates, conversion requests, or when you need to cite FX numbers. Default to market mid rate unless user asks for official/bank rates. Must include source link + local update time; NEVER fabricate.
flight
by JinFanZheng
Flight status lookup workflow. Use for flight status, delays, cancellations, airport departures/arrivals, or “today/real-time” aviation updates. Prefer airline/airport official sources; always include source link + local update time; NEVER fabricate.
agentmail
by agentmail-to
Give AI agents their own email inboxes using the AgentMail API. Use when building email agents, sending/receiving emails programmatically, managing inboxes, handling attachments, organizing with labels, creating drafts for human approval, or setting up real-time notifications via webhooks/websockets. Supports multi-tenant isolation with pods.