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 skills add chhuax/praxis-devos --skill devos-docsgit clone --depth 1 https://github.com/chhuax/praxis-devosWrote 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/skills/chhuax/praxis-devos/devos-docs)<a href="https://agentmods.dev/skills/chhuax/praxis-devos/devos-docs"><img src="https://agentmods.dev/badge/skills/chhuax/praxis-devos/devos-docs/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/skills/chhuax/praxis-devos/devos-docs"><img src="https://agentmods.dev/badge/skills/chhuax/praxis-devos/devos-docs.svg" alt="Reviewed on agentmods" width="80" 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 | $0.00044 | $0.03863 |
| Opus 5.5 | $0.00018 | $0.01545 |
| Sonnet 5.5 | $0.00009 | $0.00773 |
| Haiku 4.5 | $0.00004 | $0.00386 |
Grade A, and why
devos-docs 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 2mo ago.
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.
How it starts
The opening of the file, as written. The whole thing — 407 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Generate or refresh project docs contract artifacts for a user project.
Write for AI readers first. Optimize for fast orientation during feature work and debugging, not prose elegance or exhaustive human onboarding.
Treat the AI-first skill path as canonical. Do not optimize for non-AI fallback consumers when choosing content shape.
End-to-End Workflow
- Receive input (
mode, repository context, optionalartifact_language) - Gather evidence following the Repository Interrogation Order
- Check Evidence Completeness checkpoints
- Assemble JSON result contract (see Required Outputs)
- Run Validation checks
- Return validated contract (caller writes files)
Input
The caller must provide:
mode=initormode=refresh- repository context sufficient to identify the primary external surface
- existing docs artifacts when running in
mode=refresh - a docs context pack when docs consumption is routed intentionally
Optional:
artifact_language— language preference for generated content (e.g.,zh-CN); defaults toenwhen not provided
For deterministic routing, the docs context pack should follow this order:
docs/surfaces.yamldocs/codemaps/project-overview.mddocs/codemaps/module-map.mdwhen the project is multi-moduledocs/codemaps/modules/<artifactId>.mdonly when module routing can be determined
When mode=refresh is invoked from an OpenSpec-linked flow, the caller should also provide a change-aware refresh context containing:
changeId- relevant OpenSpec artifact paths
- changed paths
- optional target module hints
- existing docs artifacts
Required Outputs
Return a structured result contract rather than writing arbitrary files directly.
Minimum contract shape:
{
"schemaVersion": 1,
"mode": "init",
"artifact_language": "en",
"surfacesYaml": "primary_surface: ...",
"codemaps": [
{
"path": "docs/codemaps/project-overview.md",
"content": "...",
"action": "upsert"
}
]
}
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.
- 2mo ago First seen · 407 lines · 44 tokens per session scan A 5be61f323099
devos-docs is a skill published in the GitHub repository chhuax/praxis-devos (21 stars, last pushed 6mo ago), licensed Apache-2.0. It adds 44 tokens to every session and 3,863 once invoked, about $0.0002 per session on Opus 5.5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
devos-docs compared with skills from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| devos-docschhuax/praxis-devos | Skill | 21 | 6mo ago | Apache-2.0 | A | 44 | Claude Code, Codex |
| imagegenopenai/codex | Skill | 133k | yesterday | Apache-2.0 | A | 113 | Codex |
| playwright-climicrosoft/playwright | Skill | 99k | yesterday | Apache-2.0 | A | 19 | Claude Code |
| local-ai-agentsmicrosoft/ai-agents-for-beginners | Skill | 79k | 4d ago | MIT | A | 200 | Claude Code, Codex |
| systematic-debuggingobra/superpowers | Skill | 313k | 3d ago | MIT | A | 21 | Claude Code |
| next-cache-components-adoptionvercel/next.js | Skill | 143k | yesterday | MIT | A | 95 | Claude Code |
| next-partial-prefetching-adoptionvercel/next.js | Skill | 143k | yesterday | MIT | A | 103 | Claude Code |