Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx agentmods add commands/davidlam-oss/obsidian-wechat-converter/openprd-loopgit clone --depth 1 https://github.com/DavidLam-oss/obsidian-wechat-converterWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/commands/davidlam-oss/obsidian-wechat-converter/openprd-loop)<a href="https://agentmods.dev/commands/davidlam-oss/obsidian-wechat-converter/openprd-loop"><img src="https://agentmods.dev/badge/commands/davidlam-oss/obsidian-wechat-converter/openprd-loop.svg" alt="Measured on agentmods" height="20"></a>What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00000 | $0.00399 |
| Opus 5 | $0.00000 | $0.00199 |
| Sonnet 5 | $0.00000 | $0.00080 |
| Haiku 4.5 | $0.00000 | $0.00040 |
Grade A, and why
openprd-loop scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured yesterday.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
This is a copy
89% identical to loop — 2 lines differ, which has more behind it and is treated as the original. This page carries a canonical link to it rather than competing with it.
What it actually says
OpenPrd Loop
使用长程 agent harness 做开发落地。
- Run
openprd loop . --initonce for the workspace. - Run
openprd loop . --plan --change <id>to build the feature list from structured change tasks. - Run
openprd loop . --nextto inspect the next dependency-ready task. - Run
openprd loop . --run --agent codex --dry-runoropenprd loop . --run --agent claude --dry-runto prepare one fresh single-task session. - For real Codex runs, OpenPrd preflights
codex --versionbefore launching the child session. If a Codex optional dependency is missing, diagnose it withopenprd doctor . --tools codex; only useopenprd loop . --run --agent codex --repair-agentwhen the user explicitly approves the global npm repair. - Only run
openprd loop . --runwhen the current user message explicitly asks to execute development, continue a task, or perform deep research/benchmarking. - 每个任务都必须先自测；前端界面任务在 Codex 桌面优先用 Computer Use，在 CLI/Claude Code 优先用 Playwright 或 MCP 自动化。
- After the session completes, run
openprd loop . --finish --item <task-id> --commitonly when commit is explicitly part of the requested execution.
Do not continue into the next task inside the same agent session.
For interactive OpenPrd work, rebuild state from .openprd/ before acting. In unattended automation, skip OpenPrd context/gates unless the task explicitly opts into OpenPrd.
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- yesterday First seen · 24 lines · 0 tokens per session scan A 2987dad85f1f
openprd-loop is a command published in the GitHub repository DavidLam-oss/obsidian-wechat-converter (304 stars, last pushed 22d ago), licensed MIT. It costs nothing until one of its globs matches a file; then it loads 399 tokens. A static security scan graded it A with 0 findings. It is 89% identical to loop, differing in 2 lines, and is treated as a copy.
Other commands, from other repositories
checklist
Generate a custom checklist for the current feature based on user requirements.
clarify
Identify underspecified areas in the current feature spec by asking up to 5 highly targeted clarification questions and encoding answers back into the spec.
specify
Create or update the feature specification from a natural language feature description.
analyze
Perform a non-destructive cross-artifact consistency and quality analysis across spec.md, plan.md, and tasks.md after task generation.
constitution
Create or update the project constitution from interactive or provided principle inputs.
converge
Assess the current codebase against the feature's spec, plan, and tasks, then append any remaining unbuilt work as new tasks to tasks.md so implement can complete it.