proof data.
## evaluator doors
- `eval-workbook-compatibility`: use when a Node service or coding agent needs a
local risk report before trusting a specific `.xlsx` workbook. Read:
https://proompteng.github.io/bilig/workbook-compatibility-report.html
agent CLIs and server terminals.
- **Who it is for:** Developers running parallel coding tasks, reviews, and runtime checks across worktrees.
- **Core model:** Keep execution and orchestration local; use your
first control plane for running multiple CLI coding agents across repositories and worktrees.
Agent Workspace helps teams run agent sessions, server processes, reviews, and task flow in one interface while
/yerdaulet-damir/awesome-solo-ai/blob/main/memory/gbrain.md): synthesis + graph + gap-analysis brain by Garry Tan (YC CEO); wire into Claude Code in one command. Open.
- [Mem0](https://github.com/mem0ai/mem0): open-source memory layer for AI agents
were attributed to the grant.
Grantex provides OAuth-style authorization requests, human consent, authorization-code exchange, signed JWT grant tokens, agent DIDs, scope enforcement, delegation constraints, revocation controls, and audit
turbo`; provisional since 2026-09-26
- [Qodo](https://mvalentsev.github.io/awesome-free-ai-coding/providers/qodo/): Agentic PR codereview plus Git and IDE integrations on a 14-day Pro Team trial with unlimited reviews
workflow
**Prompt-first workflow**:
The normal user experience where a person asks Claude Code, Codex, or another agent client to maintain an OKF Harness workspace with an agent-facing prompt
password-reset style recovery, and browsers can evict site storage.
Defenses in the code include a strict Content-Security-Policy whose `connect-src`
allowlist names only the provider endpoints
forge
> Forge is a Claude Code plugin that adds structured planning, parallel
> execution in isolated git worktrees, deep validation with API contract
> checks, intelligent retry via a debugger agent
optimization.
github;steipete/clawdis;github;GitHub operations via gh CLI for issues, PRs, CI, and codereview. Automates dev workflows without browser UI.
trello;steipete/clawdis;trello;Manage Trello boards, lists
only layer measured against its baseline"**, NEVER "the best layer".
## Safe first install
- Claude Code (style-only): `node install.mjs --no-subagent --no-onboard --no-modelcheck --no-update-check
skills + a shared knowledge base (`core/`) that make any Agent Skills host — Claude Code, Cursor, Codex, OpenCode and 70+ more — work like a senior software testing engineer. Full lifecycle: requirement
Start with [Installation](installation.html), then the
[Quickstart](quickstart.html).
- Coming from pandas/Polars research code? The
[Cookbook fundamentals](../cookbook/#00_fundamentals) teach the database
concepts through market-data examples.
- Running
/manual/agents/): The machine contract: structured output and errors, stable exit codes, resource limits as flags, and policy-gated review for AI agents and pipelines.
- [Quant workflows](https://db.h5i.dev/manual/quant/): Factor
freshness-aware, cited AI memory. One vault becomes persistent, queryable context for Claude Code, Claude Desktop, Cursor, ChatGPT, Codex, OpenClaw, and every MCP-compatible agent. Hybrid retrieval covers Markdown
Robin
> Free AI codereviews on every pull request. Robin runs as a GitHub Action in your own
> repository, calls an OpenAI-compatible LLM endpoint you configure (OpenRouter's free
reviewed, versioned, and released here.
## Skills in this release
- **review-loop** — Cross-LLM iterative codereview. Spawns a peer reviewer (Codex CLI or Gemini CLI), evaluates its findings, implements accepted