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 skills/andyduck-ops/omp-flow/omp-flow-decomposenpx skills add Andyduck-ops/omp-flow --skill omp-flow-decomposegit clone --depth 1 https://github.com/Andyduck-ops/omp-flowWrote 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/andyduck-ops/omp-flow/omp-flow-decompose)<a href="https://agentmods.dev/skills/andyduck-ops/omp-flow/omp-flow-decompose"><img src="https://agentmods.dev/badge/skills/andyduck-ops/omp-flow/omp-flow-decompose.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 | $0.00029 | $0.00531 |
| Opus 5 | $0.00015 | $0.00266 |
| Sonnet 5 | $0.00006 | $0.00106 |
| Haiku 4.5 | $0.00003 | $0.00053 |
Grade A, and why
omp-flow-decompose 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 3d 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 — 49 lines — stays where its author put it; the contents beside it link to each section on GitHub.
OMP-Flow Decompose
Preconditions
- The Bundle links the approved PRD, Design, applicable audit, and human QbD 1 decision.
- The assignment identifies the Bundle root, design entry, bounded output area, actor ID, and receipt.
Procedure
Only Main/coordinator may dispatch, correlate operations/receipts, obtain or record human calibration, and choose a workflow transition. Those coordinator actions are inapplicable to an already-dispatched Architect: it must not dispatch or self-redispatch, govern, calibrate, transition, or selectively reinterpret coordinator clauses. After linked human QbD 1 approval, the Architect still owns the complete bounded Decompose responsibility and assigned work outputs: map the approved Design into bounded, independently reviewable work Concepts and an authored prose execution view, without inventing approval or encoding a machine DAG.
- Identify the smallest independently implementable and reviewable work items. Fold scaffolding and docs into the deliverable that needs them.
- Write one descriptive work Concept per item with objective, in/out scope, useful linked inputs, allowed code/output boundary, done conditions, verification, and expected handoff Concept.
- Author
work/index.mdwhen it improves discovery. Use prose and grouping to communicate normal ordering, parallel work, alternatives, and relevant follow-up. - Link only useful Concepts. Do not generate a closed context manifest or require link closure.
- Give every work item a descriptive path; do not encode dependencies or dispatch receipts in filenames.
- Verify coverage from each PRD requirement to work and from every work Concept back to an approved requirement or design decision.
Exit Gate
In Main/coordinator context only, prepare QbD 2 and load omp-flow-qbd when every work item is
bounded, testable, understandable from its entry path, and worth independent review. The
already-dispatched Architect returns the assigned work map and does not choose or perform that
transition.
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.
- 3d ago First seen · 49 lines · 29 tokens per session scan A f54f89d55a9c
omp-flow-decompose is a skill published in the GitHub repository Andyduck-ops/omp-flow (5 stars, last pushed 8d ago), licensed MIT. It adds 29 tokens to every session and 531 once invoked, about $0.0001 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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