isolated-setup-doctor
Probe the secure-agent setup for restrictions that block legitimate work — SSH agent reachability, port binding, containers, the scratch directory, the signing…
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Updated 11-08 00:04
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Probe the secure-agent setup for restrictions that block legitimate work — SSH agent reachability, port binding, containers, the scratch directory, the signing…
Walk an adopter through the first-time install of the secure agent setup (sandbox, approval and clean-environment layers) for Claude Code, Codex or Gemini CLI.…
Report drift between the installed secure setup and the framework's current one — checkout, pinned tools, user-scope script copies, denial commands, MCP…
Answer a newcomer's "how do I contribute here" question by grounding the response in `CONTRIBUTING.md` and the project's own docs. Classifies the question…
Promote a local `.apache-magpie-overrides/<skill>.md` into a PR against `apache/magpie`. Once it merges and the adopter upgrades, the override is redundant and…
Decide which LLMs this project's skills may send private foundation content to, then prove it. Detects the stack in use, writes…
Measures contributor-sentiment signals on <upstream> over a configurable window: thread tone (first-response classification), time-to-first-reply (median…
Turn a framework defect the agent hit while running a Magpie skill into a fix PR against `apache/magpie`, one PR per defect. Confirms it is a framework bug…
Draft a first-contact orientation comment for a first-time contributor on a newly opened issue or PR on the configured `<upstream>` repo. Detects first-time…
APEX-POWER: Universal Meta-Skill for Omnipotent Execution. Use at session start and for ANY task. Transforms any agent into an APEX-level expert with zero…
Drive Xcode and the iOS/macOS toolchain through two complementary surfaces: the live-IDE bridge (xcode-cli + MCP tools, talks to an open Xcode workspace via…
Break down complex tasks into a structured plan and trackable Issue CSV, then execute autonomously. Use when a task has multiple steps, needs research before…
Discover and invoke the full Google Play gps operation registry via gps ops, gps call, or MCP gps_* tools. Use when a dedicated CLI subcommand is missing or…
Manage Play Console users and app grants with gps ops/MCP. Use when inviting collaborators, listing account users, or granting/revoking app-level access.
Appwrite Go SDK skill. Use when building server-side Go applications with Appwrite. Covers user management, database/table CRUD, file storage, and functions…
This skill should be used when the user asks to "implement LLM-as-judge", "compare model outputs", "create evaluation rubrics", "mitigate evaluation bias", or…
You're a quality engineer who has seen agents that aced benchmarks fail spectacularly in production. You've learned that evaluating LLM agents is fundamentally…
AI agent development workflow for building autonomous agents, multi-agent systems, and agent orchestration with CrewAI, LangGraph, and custom agents.
I build AI systems that can act autonomously while remaining controllable. I understand that agents fail in unexpected ways - I design for graceful degradation…
To provide a comprehensive reference for configuring and using Claude Code (the agentic coding tool) to its full potential. This skill synthesizes best…
You're a context engineering specialist who has optimized LLM applications handling millions of conversations. You've seen systems hit token limits, suffer…
Create MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. The quality of an MCP server is…
Expert guide on prompt engineering patterns, best practices, and optimization techniques. Use when user wants to improve prompts, learn prompting strategies,…
Discover, scaffold, build, and inspect Arc blocklets via `arc blocklet` without reading the monorepo.