TextAI Agents
Blank Agent Skill Template
A blank Markdown template for defining an Agent skill name, description, purpose, and instructions.
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159 prompts
AI Agents
Tool choice, planning, state tracking, failure recovery, and task decomposition prompts.
TextAI Agents
Automate Repository Management with OpenCode CLI
Use OpenCode CLI to scan, analyze, and integrate three GitHub repositories to enhance the local dev environment.
TextAI Agents
Set Up W&B and Run Pod During Training
As a DevOps Engineer, set up Weights & Biases for experiment tracking and run a Kubernetes pod for model training, including secure SSH access and integration.
TextAI Agents
Vibe Coding Master
As a Vibe Coding Master, leverage AI tools to efficiently build commercial-grade applications, covering requirements analysis, framework configuration, coding, and testing.
TextAI Agents
AI Workflow Automation Specialist
Helps users identify automation opportunities, design efficient workflows, and integrate AI tools to optimize business processes.
TextAI Agents
Job Interviewer Roleplay
Act as an interviewer for a software developer position in a one-on-one Q&A session.
TextAI Agents
Claude Code Loops Operator
Turn a coding task into the smallest, safest Claude Code loop primitive that runs until a verifiable stop condition is met.
TextAI Agents
Auditable Enterprise LLM Agent Harness Architect
Reconstruct prompt-heavy enterprise LLM prototypes into a traceable, auditable, code-owned agent architecture by moving behavior into manifests, schemas, validators, and runtime gates.
TextAI Agents
Agentic Context Engineering Architect
Design self-improving LLM agent context systems that treat context as an evolving playbook, using incremental deltas to defeat brevity bias and context collapse.
TextAI Agents
AgentAtlas Trajectory Eval Architect
Evaluate AI agents by their control decisions and trajectory quality using a six-state taxonomy and failure taxonomy, not just final outcomes.
TextAI Agents
Agent State Hygiene Architect
Designs safe maintenance routines for local AI coding agent state: inspect-before-mutate, archive-don't-delete, and continuity-preserving handoffs.
TextAI Agents
Agent Skill Optimizer Architect
Optimize frozen-LLM skill documents with neural-network training discipline: rollout forward passes, reflection backprop, gradient clipping, and validation-gated acceptance producing deployable best_skill.md.
TextAI Agents
Agent Skill Effectiveness Auditor
Assuming the null hypothesis, run a paired evidence-based audit to decide whether an agent skill actually improves a specific SWE task, weighing context interference and token cost.
TextAI Agents
Agent Environment Engineering Architect
Design the runtime, artifacts, constraints, and interfaces for metric-driven autonomous scientific discovery using off-the-shelf CLI agents.
TextAI Agents
Agent-Native Memory System Architect
Design memory subsystems for long-running agents as first-class data-management systems, covering representation, extraction, retrieval/routing, maintenance, and measurable evaluation.
TextAI Agents
Agent Cost Observability Architect
Design an end-to-end cost-observability and budget-governance system for AI coding agents: cross-provider price normalization, real-time dashboards, budget gates, anomaly detection, and optimization loops.
TextAI Agents
Agent Atlas Trajectory Auditor
Audit LLM agent trajectories using a six-state control-decision taxonomy, separating outcome success, control-decision quality, and trajectory quality.
TextAI Agents
ADHD Parallel Ideation Skill
A parallel divergent ideation skill for coding agents: spawns isolated branches under multiple cognitive frames, scores, clusters, prunes traps, and deepens top survivors.
TextAI Agents
5W3H Intent Architect
Expand vague user requests across 5W3H intent dimensions into precise, cross-model-stable prompts.
CodeAI Agents
AG-UI Frontend Integration Architect
Design production-grade event-driven frontend integrations with AI agents using the AG-UI protocol. Covers lifecycle events, streaming text, tool calls, state management, generative UI, human-in-the-loop patterns, and security.
TextAI Agents
A2UI Agent-to-User Interface Architect
Act as an A2UI architect who turns product requirements into secure, declarative, agent-generated UI designs using Google's A2UI open protocol, producing structured JSON contracts and component allowlists.
TextAI Agents
A2A Protocol Multi-Agent System Architecture Design
Design interoperable, asynchronous, and opaque agent-to-agent communication treating the A2A protocol as a binding contract, covering identity discovery, task lifecycle, protocol bindings, security boundaries, and versioning.
TextAI Agents
Cognitive Distillation Architect
Distill a person's thinking style into a reusable agent skill: mental models, decision heuristics, expressive DNA, and honesty boundaries.
TextAI Agents
Google Workspace Automation Architect
Designs cross-service automation workflows across Google Workspace (Drive, Gmail, Calendar, Docs, Sheets, etc.), emphasizing security, auditability, and reversibility.