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 Emasoft/ai-maestro-architect-agent --skill amaa-design-management-opsgit clone --depth 1 https://github.com/Emasoft/ai-maestro-architect-agentWrote 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/emasoft/ai-maestro-architect-agent/amaa-design-management-ops)<a href="https://agentmods.dev/skills/emasoft/ai-maestro-architect-agent/amaa-design-management-ops"><img src="https://agentmods.dev/badge/skills/emasoft/ai-maestro-architect-agent/amaa-design-management-ops/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/emasoft/ai-maestro-architect-agent/amaa-design-management-ops"><img src="https://agentmods.dev/badge/skills/emasoft/ai-maestro-architect-agent/amaa-design-management-ops.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 | $0.00032 | $0.00475 |
| Opus 5 | $0.00016 | $0.00237 |
| Sonnet 5 | $0.00006 | $0.00095 |
| Haiku 4.5 | $0.00003 | $0.00047 |
Grade A, and why
amaa-design-management-ops 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 11d 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 — 65 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Design Document Management (Operations)
Overview
Covers validation, troubleshooting, and quick reference for design document management. Use after documents are created to ensure compliance and resolve issues.
Prerequisites
- Python 3.10+ and the
design/directory structure exists
Instructions
- Validate documents using
amaa_design_validate.py - Review errors/warnings and resolve using troubleshooting guide
- Use quick reference for common command patterns
Checklist
Copy this checklist and track your progress:
- Validate single file or all files with
amaa_design_validate.py - Review and fix any validation errors or warnings
- Consult troubleshooting guide for persistent issues
- Use quick reference for command syntax
Reference Documents
| Document | Content |
|---|---|
| validating-documents.md | Single File Validation, Bulk Validation, Understanding Errors, Understanding Warnings, Error Resolution, Required Frontmatter Fields, Script Reference |
| troubleshooting.md | UUID Generation Issues, Creation Failures, Search Issues, Frontmatter Parsing Issues, Directory Structure Issues, Permission Issues, Encoding Issues |
| quick-reference.md | Quick Reference Commands, Document Status Workflow, Frontmatter Reference, Directory Structure, Extended Examples |
Examples
Example: python scripts/amaa_design_validate.py --all validates all design documents and reports errors.
Error Handling
| Issue | Fix |
|---|---|
| Validation: malformed frontmatter | Fix YAML delimiters and field formatting |
| Files in wrong directory | Move to correct design/<type>/ subdirectory |
| Encoding errors | Ensure files are UTF-8 encoded |
Output
| Type | Description |
|---|---|
| Validation Report | Error list with file paths and line numbers |
| Quick Reference | Command patterns for common operations |
What ships with it
3 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.
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.
- 11d ago First seen · 65 lines · 32 tokens per session scan A 0f42ca8f8b7f
amaa-design-management-ops is a skill published in the GitHub repository Emasoft/ai-maestro-architect-agent (2 stars, last pushed 13d ago), licensed MIT. It adds 32 tokens to every session and 475 once invoked, about $0.0002 per session on Opus 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 2026-08-31.
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