67 tagged ai harness, measured the same way as everything else here.
Browse within: AI Safety 39agents-md 39ai-governance 39dogma 39Guardrails 11harness-engineering 11augmentation 8humans 8intent-engineering 8hallucination-prevention 7non-developer 7
Agent
OpenAI-family cross-vendor agent — runs OpenAI's flagship coding model via codex exec (ID resolved from CROSSVENDOR in models.ts, never pinned in prose). TWO MODES set by the spawn prompt. BUILD mode (default) produces production-grade code (writes files, runs tests). AUDIT mode (read-only) is the cross-vendor…
Agent
Multi-perspective researcher using Google Gemini with Search grounding, via LIFEOS/TOOLS/GeminiSearch.ts (NOT the gemini CLI, which cannot authenticate non-interactively here). Called BY Research skill workflows only. Breaks complex queries into 3-10 variations, launches parallel investigations for comprehensive…
Agent
Anthropic-family deep-analysis agent — the top-rung scrutiny pass added on top of super-sensitive work (public LifeOS releases, security boundaries, irreversible or publish-bound actions). Pinned to the fable alias, which always resolves to Anthropic's latest top model. Read-only: Edit/Write/NotebookEdit are denied at…
Agent
USE THIS WHEN symptoms keep recurring, layer boundaries blur, or changes ripple unexpectedly. ALWAYS invoke for structural diagnosis during /unstuck or major refactors. Finds root causes in design, not symptoms. Names tradeoffs explicitly.
Agent
USE THIS as the planning half of pair programming during /run (PAIRMODE). Generates 3 solution plans per AC, selects optimal one, directs Driver. Never writes code directly. Based on PairCoder (ASE 2024) Navigator-Driver methodology. MUST be spawned as a background agent and communicated via SendMessage.
Agent
USE THIS for independent test case generation during /run (PAIRMODE). Designs tests from AC and seed spec only — never reads implementation code. Prevents biased testing. Based on AgentCoder (2024) test separation methodology. MUST be spawned with isolation worktree to physically prevent source code access.
Agent
Automate CLI application testing workflows using byobu sessions with comprehensive verification, error handling, and reporting. Perfect for testing command-line tools, plugins, and terminal applications with consistent methodologies and detailed test result analysis.
Agent
Automate byobu/tmux session lifecycle management with health monitoring and recovery. Create, monitor, and clean up byobu sessions automatically (tmux backend). Perfect for long-running CLI tasks and automated workflows that require persistent terminal sessions.
Agent Claude Code
An independent review agent for checking whether a full-loop pipeline met its acceptance checklist.
Agent Claude Code
A verification agent for a full-loop development process that checks acceptance criteria by running their listed commands and examining the results.
Agent
An instruction guide that tells an AI agent how to choose and run the most relevant specialized agent for a user's request.
Agent
Execute a recursive, hypothesis-driven deep dive research workflow — orchestrating corpus scanning, web scouting, source fetching, sprint synthesis, bibliography enrichment, and academic paper generation. Instantiates the workflow defined in docs/guides/deep-research.md.
Agent
Coordinate multi-workflow sessions spanning research, docs, scripting, and fleet changes — sequence executive agents and maintain session coherence.
Agent
Maintain the health of the repository as an open-source resource — issues, labels, milestones, changelog, contributing docs, and community standards.