Natural-language harness directory
Agent Workspace
Browse verified harness packs with source links, evaluation guidance, and starter instructions for Claude Code, Codex, Cursor, and Convex.
Directory
3 packs
Four Design Questions
The 2-minute orientation: every coding agent answers the same 4 questions.
A short reference pack that frames every coding-agent architecture as an answer to four recurring questions: where reasoning lives, how many execution engines, the default safety posture, and the binding resource constraint. Sourced from VILA-Lab's Dive into Claude Code (arXiv 2604.14228, CC-BY-NC-SA-4.0). Read this first — every other dive-sourced pack in the catalog is a zoom-in on one row of this table.
Not yet measured
~0 installs·~0 tokens saved
Pattern Decision Tree
Which canonical pattern? A constraint-first tree.
A reference pack that helps you pick a canonical agent pattern given your hard constraint. Starts from cost / latency / accuracy / complexity tolerance and walks to prompt-chaining, routing, parallelization, orchestrator-workers, or evaluator-optimizer. Grounded in Anthropic's 'Building effective agents', the Tongyi NLA paper, and Stanford's meta-harness work.
Not yet measured
~0 installs·~0 tokens saved
Agent Design Space — Six Decisions
The architect's framework: answer these six before picking a pattern.
A reference pack that walks builders through the six recurring design decisions every production coding agent must answer: reasoning placement, safety posture, context management, extensibility, subagent architecture, and session persistence. Each decision pairs Claude Code's answer with realistic alternatives from LangGraph, Devin, SWE-Agent, OpenHands, and Aider, then closes with a Meta-Pattern of three commitments (graduated layering, append-only, model-judgment + deterministic harness). Frame this as 'the pack about picking packs' — answer all six first, then let the catalog serve specific patterns that match your posture. Sourced from VILA-Lab/Dive-into-Claude-Code build-your-own-agent.md (arXiv 2604.14228, CC-BY-NC-SA-4.0).
Not yet measured
~0 installs·~0 tokens saved
Recent change traces · Cross-linked to packs
What changed, and why
Every coding session captured as rows — Scenario / Files / Changes / Why. Ctrl+F your own history.