Agent skills for Cursor

Meta-skill that orchestrates all agents of the ecosystem.

Agent skill for performance-optimizer - invoke with $agent-performance-optimizer

Create, edit, validate, and run Agent QA tests, suites, and hooks through MCP or CLI while preserving canonical IDs and schema contracts.

Debug, patch, and verify failed Agent QA runs from MCP evidence, artifacts, logs, and local code without hiding product or infrastructure…

Establishes and audits agent-first repository architectures using minimal AGENTS.md routers, nested rules, and single-source-of-truth…

Aggregates, reconciles, and finalizes multi-agent engineering task results into comprehensive project-level integration reports.

Agent skill for safla-neural - invoke with $agent-safla-neural

Agent skill for scout-explorer - invoke with $agent-scout-explorer

Use when: (1) Starting a long-running experiment that may span multiple sessions/disconnects, (2) Resuming work after a break and needing…

Concludes AI development sessions by updating status docs, generating devlogs, and making a final local Git commit.

Shared workflow for editing Langfuse's repo-owned agent setup under `.agents/`.

Use when improving agent prompts, frontmatter, and tool restrictions.

How to write effective agent skills — what to do, what not to do, anatomy, progressive disclosure, design patterns, anti-patterns…

Reference for the Agent Skills format specification (agentskills.io)

Build an evidence-backed ECC install plan for a specific repo by sorting skills, commands, rules, hooks, and extras into DAILY vs LIBRARY…

Verify supply chain integrity for AI agent plugins, tools, and dependencies.

Download a small corpus of open-access arXiv survey/review PDFs about agentic systems and extract text for style learning.

Agent skill for swarm - invoke with $agent-swarm

Tracks per-agent token usage and flags waste in parallel dispatch.

Tools are how AI agents interact with the world.

Diagnoses AI agent execution traces, tool logs, and failure cascades to pinpoint root causes with visual Mermaid flowcharts and evidence…