Copy this prompt into the AI assistant you're using.
Follow https://skillsmp.com/skill-install/prompt.md to install Agent Skills from https://github.com/ahmadhammoud56/MOAA.Loading the repository README…
Showing 36 of 36 collected skills.
Run a long or multi-session task to completion with a written brief, acceptance checks, a progress file that survives context resets, an evidence review and a resume prompt. Use when the user asks to finish, carry through or resume a long task, or invokes…
Compare agent harnesses (Claude Code, Codex, Gemini CLI, OpenCode through allies) on the same frozen tasks, judged blind, with score, pass rate, cost and the tasks where they differ - real data for routing work to allies. Use when the user asks which agent or…
Explain what MOAA installed and how to use it (council, arena, War Room, allies, strata, skill catalog, installer commands). Use when the user asks what MOAA is, what it can do, how to start, or which MOAA tool fits a task.
Assemble task-specific subagents with distinct working tendencies. Use for parallel specialist teams, independent competing solutions, multi-model comparisons, or a council that evaluates and combines results. Choose split, ensemble, or hybrid execution and…
Build and maintain a Karpathy-style LLM Wiki - compile papers, notes and project sources once into linked Markdown pages (index, log, schema) that Claude writes and keeps current, answer from the pages instead of re-reading raw sources, and lint the link…
Improve something against a fixed number - edit, measure with a script the agent may not change, keep the change if the number improved, otherwise revert, repeat until the budget runs out (after Karpathy's autoresearch). Use for tuning code speed, model loss,…
Measure whether a council of subagents beats one agent loop on your own tasks, per unit of cost - the same frozen tasks run solo and as a council, judged blind, with the tasks whose outcome flips. Use when the user asks whether subagents or the council are…
Record findings as a typed graph (claims, sources, decisions, with supports, cites, contradicts and depends_on edges) that parallel agents share, and verify with a deterministic grounding check that every claim traces to a source. Use for multi-agent…
Reverse engineer native, managed, Electron/JavaScript, packaged, firmware, and browser targets with REA, and build agent environments (AgentEnv bundles) of web applications from a live instance or a capture. Use shipped-artifact or requested runtime evidence…
Hand a bounded task to another agent CLI (OpenAI Codex, Google Gemini, Moonshot Kimi, DeepSeek, OpenCode on free models, or a local OmniRoute gateway) and check what comes back. Use for a second opinion or independent review from a different model family, for…
Audit a project for the agent doc set (AGENTS.md, CLAUDE.md, ARCHITECTURE, README, CODE_STYLE, TESTING, SECURITY, PRD, DESIGN_SYSTEM), report gaps, draft missing ones from the code.
Search, show, add to, correct or forget the layered long-term memory kept across Claude Code sessions (profile, project scenes, extracted notes, raw past conversations), and search the project's own files (RAG). Use when the user asks what was decided or…
Work on a shared git repository with teammates who each use their own Claude account - set up the team board, claim tasks, report progress, hand work over, message teammates and log decisions. Use when the user mentions teammates, a team board, splitting work…
Explain, turn on or off, or switch the mode of the always-on prompt refiner (rewrites each prompt into a brief, asks about ambiguous points, hands the brief to subagents). Use when the user asks about the refiner or wants it on, off, quieter, or silent.
Find the right skill when none of the listed ones clearly fits a task (a framework, file format, cloud service or workflow), or when a moaa-catalog hook note names one; covers disabled plugins, and enabled ones whose descriptions are trimmed. Search first;…
Measure whether council roles find more at a higher effort than at a lower one, per unit of cost, and suggest each role's effort preset. Use when the user asks to tune council effort or model costs, or invokes /agent-arena-mode:effort-trial.
Run a War Room - a team of real, parallel Claude Code workers for a giant or multi-workflow job, with Specialist Council roles, per-role plugins and permissions, a shared task and message bus, usage-limit failsafes, tiled consoles and a live dashboard. Use…
Find, inspect, load, and reuse the best saved agent-arena profiles and results from the persistent database. Use when the user asks for saved arena agents, the agent library, or /agent-arena-mode:library.
Coordinate a team of parallel subagents with a chosen worker count, mixed models, and per-worker effort (thinking) levels, from plain language or a JSON roster. Use when the user asks for a team, N parallel agents or workers, a mixed-model roster such as "two…
Configure, use, or troubleshoot Headroom for local LLM-context compression with Codex, Claude Code, MCP clients, Python, TypeScript, or an OpenAI-compatible proxy. Use when the user explicitly mentions Headroom or asks to reduce coding-agent token use by…
Walk the user through a local, offline build guide one step at a time: load a build file from this skill's builds/ folder, fill each step with the user's real project context, run it after confirmation, and blind-verify before moving on. Use when the user…
Creates, analyzes, and visualizes complex networks and graphs in Python with NetworkX. Use when working with network/graph data structures, computing graph algorithms (shortest paths, centrality, clustering), detecting communities, generating synthetic…
Prevent path traversal (arbitrary file read or write) in server and agent code. Use when writing or reviewing code that turns a client-, user- or LLM-supplied name into a filesystem path - download or upload routes, agent file tools (read, list, write),…
Manages Zotero reference libraries using the pyzotero Python client: retrieves, creates, updates, and deletes items, collections, tags, and attachments via the Zotero Web API v3 or local API. Applies when working with Zotero libraries programmatically,…
Facilitates evidence-aware scientific ideation with independent generation, structured discussion, explicit assumptions, transparent evaluation, adversarial review, and decision logs. Use for early-stage research brainstorming or prioritizing candidate…
Tracks physical units and propagates measurement uncertainty in scientific calculations using pint and uncertainties. Use for unit conversion and dimensional checking, GUM uncertainty budgets, Type A and Type B evaluation, coverage factors and expanded…
Convert research papers and associated files, research code, or both into a reviewed paper skill and tested MCP server. Use for paper-only, code-only, or combined conversions and resumes.
Explore many agent proposals and progressively invest in the strongest survivors. Use when the user requests agent-arena cascade mode or invokes /agent-arena-mode:cascade.
Evolve agent populations through inheritance, selection, mutation, and final synthesis. Use when the user requests agent-arena evolution mode or invokes /agent-arena-mode:evolution.
Select the best of independent agent answers with one strong judge. Use when the user requests agent-arena judge mode or invokes /agent-arena-mode:judge.
Compare frozen agent answers across repeated Elo-rated matches. Use when the user requests agent-arena league mode or invokes /agent-arena-mode:league.
Use adversarial agents to test, repair, and validate competing solutions. Use when the user requests agent-arena redteam mode or invokes /agent-arena-mode:redteam.
Run collaborative agent competition with shared findings and iterative elimination. Use when the user requests agent-arena swarm mode or invokes /agent-arena-mode:swarm.
Combine compatible contributions from independent agents and specialists. Use when the user requests agent-arena synthesis mode or invokes /agent-arena-mode:synthesis.
Run a head-to-head agent knockout tournament with attacks, revisions, and judging. Use when the user requests agent-arena tournament mode or invokes /agent-arena-mode:tournament.
Read and answer questions about the final Paper2Agent manuscript, its supplementary information, figures, and tables.
Repository README source: README.md
Read the source README