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-planning-patterns-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-planning-patterns-ops)<a href="https://agentmods.dev/skills/emasoft/ai-maestro-architect-agent/amaa-planning-patterns-ops"><img src="https://agentmods.dev/badge/skills/emasoft/ai-maestro-architect-agent/amaa-planning-patterns-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-planning-patterns-ops"><img src="https://agentmods.dev/badge/skills/emasoft/ai-maestro-architect-agent/amaa-planning-patterns-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 | $0.00038 | $0.00628 |
| Opus 5 | $0.00019 | $0.00314 |
| Sonnet 5 | $0.00008 | $0.00126 |
| Haiku 4.5 | $0.00004 | $0.00063 |
Grade A, and why
amaa-planning-patterns-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 10d 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 — 70 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Planning Patterns Operations
Overview
Operational procedures for enforcing, validating, and linking planning outputs. Covers enforcement mechanisms, scripts, TDD integration, requirement immutability, plan verification, and GitHub issue linking.
Prerequisites
- Completed planning phases from amaa-planning-patterns core skill
Instructions
- Run enforcement checks using validate_plan.py and thresholds.py
- Apply TDD planning principles to implementation tasks
- Verify plan completeness using the plan verification guide
- Link all plans to GitHub issues per plan-file-linking requirements
Checklist
Copy this checklist and track your progress:
- Run plan validation and fix issues
- Apply TDD planning to code tasks
- Verify requirement immutability compliance
- Complete plan verification checklist
- Link plans to GitHub issues
Reference Documents
| Document | Content |
|---|---|
| enforcement-mechanisms.md | Overview of Enforcement, Plan Validation Script (validate_plan.py), Shared Thresholds Module (thresholds.py), Handoff Protocols, Integration Workflow |
| scripts-reference.md | Universal Analysis Scripts, Core Planning Scripts, Template Generation Scripts, Analysis Scripts, Task Tracker Scripts |
| tdd-planning.md | TDD Planning Principles, TDD Phase Planning, TDD Task Template Extension, TDD Verification Checklist, Integration with Planning Phases |
| requirement-immutability.md | Planning Phase Requirement Check, Plan Structure Requirements, Forbidden Planning Actions, Correct Planning Approach |
| plan-verification-guide.md | Overview, Part 1: Verification Patterns, Part 2: Checklist Template & Task Tracker Integration, Part 3: Examples, Best Practices, Troubleshooting, Related Documentation |
| plan-file-linking.md | Purpose, Linking Requirements, Overview, Implementation Plan, Sub-Plans, Plan File Naming Convention, Automatic Linking |
What ships with it
10 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.
- references/enforcement-mechanisms.md 4.4 KB
- references/plan-file-linking.md 3.1 KB
- references/plan-verification-guide-part1-patterns-and-integration.md 8.6 KB
- references/plan-verification-guide-part1-verification-patterns.md 4.0 KB
- references/plan-verification-guide-part2-checklist-integration.md 4.3 KB
- references/plan-verification-guide-part3-examples.md 7.1 KB
- references/plan-verification-guide.md 4.9 KB
- references/requirement-immutability.md 2.3 KB
- references/scripts-reference.md 7.3 KB
- references/tdd-planning.md 4.3 KB
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.
- 10d ago First seen · 70 lines · 38 tokens per session scan A 3206a6e64262
amaa-planning-patterns-ops is a skill published in the GitHub repository Emasoft/ai-maestro-architect-agent (2 stars, last pushed 12d ago), licensed MIT. It adds 38 tokens to every session and 628 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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