gauntlet-loop
Domain-agnostic method for producing top-tier work with the Gauntlet Loop — split → build → blind-critic → repeat — against a hard "bar" the agent cannot argue…
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Updated 11-05 00:16
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Domain-agnostic method for producing top-tier work with the Gauntlet Loop — split → build → blind-critic → repeat — against a hard "bar" the agent cannot argue…
Use to maintain context across sessions - integrates episodic-memory for conversation recall and mcp__memory knowledge graph for persistent facts
Delegate autoresearch tasks to a headless Claude Code sub-agent process. Use when the current agent needs to run any autoresearch command (autoresearch, ship,…
Create or reconcile scoped AGENTS.md, CLAUDE.md, and Cursor rules from repository evidence. Use when coding-agent guidance is missing, stale, duplicated, or…
Create, improve, merge, and validate portable Agent Skill packages with adaptive workflows and behavioral evals. Use when authoring or reconstructing SKILL.md…
Velt Chat SDK Adapter implementation patterns and best practices for building bots that integrate with Velt comment threads. Use when building a bot (greeting…
Use when delegating OpenAI agent work across GPT-5.6 Sol, Terra, or Luna, especially for new task classes, parallel workers, independent review, model…
Connect a third-party coding agent (Claude Code, Codex, Cursor, or any other MCP-capable client) to Warp Factory by installing and authenticating the oz CLI…
Research-domain router that writes `.coord/multi_ai_plan.md` when one round needs two or more bounded delegates and touches `.research/`, `.paper/`, Zotero,…
Give agents creative abilities using `rawgenai` — speak, listen, generate images/videos/music/sound effects, create multi-speaker dialogue, and manage voices.…
Scaffold, create, materially revise, validate, or debug external DeepSeek Harness/Cordis plugins and bundle layers, including Tools, Services, schedulers,…
Build and maintain unified README.md + AGENTS.md documentation with a canonical README and an AGENTS.md symlink. Use for writing or refactoring verified human…
Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. Use when…
Use when splitting extracted text into chunks for LLM context windows or RAG ingestion. Covers chunk size, overlap, markdown/yaml/semantic chunkers,…
Use when extracting keywords (YAKE/RAKE) from documents — and, secondarily, when detecting document language or generating embeddings for RAG and search.…
Troubleshoot Agent Jobs running in the ROCK sandbox. Supports two types: Harbor Job and Bash Job. When the user provides a sandbox ID and asks about job status, progress, logs, reward, agent execution, or encounters job failure, trial anomalies, reward of 0, agent...
Ilya Sutskever's thinking framework and way of expression. Based on deep research of 12 first-hand conversations, 9 academic papers, 10 hours of sworn testimony, 27 recommended reading lists, and 14 authoritative secondary sources, distilling 6 core mental models, 8 decision heuristics, and a complete expression DNA. Purpose: as a thinking advisor, to analyze AI technology directions, safety strategies, and research taste from Ilya's perspective. When users mention "from Ilya's perspective"...
DEFAULT PIPELINE for all tasks requiring execution. You (Claude) are the strategic orchestrator. Codex agents are your implementation army - hyper-focused…
Use skill if you are orchestrating Codex work through the released codex-worker CLI and need correct run/send/thread/turn, request-response, wait, logs, or…
Work with state-of-the-art machine learning models for NLP, computer vision, audio, and multimodal tasks using HuggingFace Transformers. This skill should be…
Configure Claude Code statusline with context window monitoring using CC 2.1.6 fields. Use when configuring statusline, monitoring context, displaying HUD.
Implementation of "LLM-as-a-Judge", comparison of outputs, creation of evaluation rubrics and bias mitigation in AI systems.
Multi-agent system architectures, orchestration patterns, swarms, handoffs, and consensus protocols to overcome single-context limits.
Methodology for developing agent-based projects, from ideation and validation of "Task-Model Fit" to the architecture of pipelines of…