omp-flow: Skill for Claude Code

.agents/skills/omp-flow-brainstorm/SKILL.md

omp-flow-brainstorm is a skill for Claude Code, Codex from Andyduck-ops/omp-flow. It costs 35 tokens per session (936 once invoked), scanned A, original, MIT.

A guided discussion for clarifying an omp-flow task Bundle, a structured group of task information, when its goal, scope, constraints, options, or success criteria are unclear.

In plain words
What is it for?
Use it to frame or reframe a non-trivial task, identify the main problem and desired outcome, compare alternatives, and decide what evidence could change the plan.
Why use it?
It helps resolve uncertainty before work begins and keeps the agreed direction tied to repository or wiki evidence.

Skill for Claude CodeCodex

Written for no agent in particular: nothing here depends on one. Also seen: installed under .agents/ (shared by several agents).

This is Andyduck-ops/omp-flow's own configuration. It tells Claude Code and Codex how to work on omp-flow itself, so it is not a mod to install elsewhere. Copy it as a starting point and replace the rules that are about this project. Everything omp-flow configures →

Reuse

Borrowing it

Nothing to install: this file belongs to Andyduck-ops/omp-flow. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.

Copy the file
curl -O https://raw.githubusercontent.com/Andyduck-ops/omp-flow/main/.agents/skills/omp-flow-brainstorm/SKILL.md
Clone the repo
git clone --depth 1 https://github.com/Andyduck-ops/omp-flow

Made for: Claude Code, Codex.

Wrote 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.

agentmods badge for omp-flow-brainstorm

README.md
[![agentmods](https://agentmods.dev/badge/skills/andyduck-ops/omp-flow/omp-flow-brainstorm/github.svg)](https://agentmods.dev/skills/andyduck-ops/omp-flow/omp-flow-brainstorm)
Your own site
<a href="https://agentmods.dev/skills/andyduck-ops/omp-flow/omp-flow-brainstorm"><img src="https://agentmods.dev/badge/skills/andyduck-ops/omp-flow/omp-flow-brainstorm/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.

agentmods 80×15 button for omp-flow-brainstorm

Your own site · 80×15
<a href="https://agentmods.dev/skills/andyduck-ops/omp-flow/omp-flow-brainstorm"><img src="https://agentmods.dev/badge/skills/andyduck-ops/omp-flow/omp-flow-brainstorm.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 35 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 936 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin original No closer match found in the catalogue.
Token cost

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.

ModelPer sessionOnce invoked
Fable 5.1 $0.00035 $0.00936
Opus 5.5 $0.00014 $0.00374
Sonnet 5.5 $0.00007 $0.00187
Haiku 4.5 $0.00003 $0.00094

Measured 9d ago against content hash 9d96c909cd21, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

omp-flow-brainstorm 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 9d 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.

.agents/skills/omp-flow-brainstorm/SKILL.md · 81 lines

How it starts

The opening of the file, as written. The whole thing — 81 lines — stays where its author put it; the contents beside it link to each section on GitHub.

OMP-Flow Brainstorm

Preconditions

  • The user consented to task creation or selected an existing task.
  • The active task is a readable Bundle with a root index.
  • The assignment identifies the Bundle root, bounded objective, entry Concept, and allowed output.
  • The entry normally points to brainstorm.md or a linked framing Concept.

First-Principles Orientation

For non-trivial Explore, form or revise the Router's first-principles anchor(第一性锚定) in authored prose before broad Research. Name the concrete actor, action, outcome, human boundary, principal contradiction(主要矛盾), and evidence that could change the framing. Mechanical, low-ambiguity work may proceed directly.

Concentrate interaction on the material decision frontier:

  • For purpose, values, risk tolerance, and non-negotiable outcomes, the human states a position first; then give the strongest counter-case, counterexample, and consequence.
  • For evidence-led technical choices, an Agent may lead with a recommendation only when it also gives the strongest counter-case and a falsifier: the evidence that would overturn it.
  • Use targeted high-intensity Grill only while a question can change the problem core or outcome. Do not exhaust branches, prescribe a question count, or let the Agent silently rank human values.

Interview Contract

  1. Read the entry Concept and follow only useful links from the Bundle.
  2. Record the initial request, concrete actors/action/outcome, current principal contradiction, and known repository facts in the assigned framing Concept.
  3. Read the material the request points to, then code, tests, docs, prior tasks, relevant history, and applicable durable knowledge through the native omp-flow-wiki Skill, before asking anything they already answer.
  4. Ask the user one material decision question at a time. Ask only about purpose, value, risk tolerance, preference, or use that repository and other relevant practice evidence cannot establish, and say what the answer would change. When the request already says what is wanted, play it back with what you found and ask only about the one open point whose answer would most change what gets built.
  5. Keep confirmed facts, assumptions, disagreements, alternatives, constraints, success criteria, and open questions distinct.
  6. Present materially different directions only when a real choice exists. Follow the human-first and recommendation/counter-case order above instead of anchoring value choices with a model default. Clarify early which technical or medium choices the human wants to own versus delegate; mark any agent-selected defaults or guesses explicitly as agent's call / provisional assumption in playback and in brainstorm.md rather than blending them into human-confirmed requirements.
  7. Update the linked framing Concept as decisions change. Chat is not the durable source.
  8. When a question needs evidence, link a bounded research Concept or assignment and state what anchor assumption, contradiction, or practical decision the result may change. When research confirms, revises, or falsifies the framing, update the authored anchor and next question. This is a practice test(实践检验)spiral, not a one-way gate.

Read the full file on GitHub · 81 lines

Changes

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.

  1. 9d ago Changed · +5 lines 9d96c909cd21
  2. 2mo ago Changed · -3 lines 41bdeae66b2b
  3. 2mo ago First seen · 79 lines · 35 tokens per session scan A 883c25302b37

Subscribe to this mod's changes

omp-flow-brainstorm is a skill published in the GitHub repository Andyduck-ops/omp-flow (6 stars, last pushed 9d ago), licensed MIT. It adds 35 tokens to every session and 936 once invoked, about $0.0001 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 2026-08-31.

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