omp-flow: Skill for Claude Code

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

omp-flow-debug is a skill for Claude Code, Codex from Andyduck-ops/omp-flow. It costs 29 tokens per session (561 once invoked), scanned A, original, MIT.

A debugging skill for OMP-Flow, a workflow that organizes software work into linked tasks and records. It investigates failures using observations from tasks, assignments, runtime receipts, the test harness, adapters, or the product.

In plain words
What is it for?
Use it to reproduce a failure narrowly, classify who owns it, test competing explanations, repair the assigned boundary, and document the result.
Why use it?
It helps separate the actual cause of a failure from misleading error messages or failures at a different system boundary.

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-debug/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-debug

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

Your own site · 80×15
<a href="https://agentmods.dev/skills/andyduck-ops/omp-flow/omp-flow-debug"><img src="https://agentmods.dev/badge/skills/andyduck-ops/omp-flow/omp-flow-debug.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 29 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 561 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 $0.00029 $0.00561
Opus 5.5 $0.00012 $0.00224
Sonnet 5.5 $0.00006 $0.00112
Haiku 4.5 $0.00003 $0.00056

Measured 9d ago against content hash 4651a41630bf, 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-debug 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-debug/SKILL.md · 47 lines

How it starts

The opening of the file, as written. The whole thing — 47 lines — stays where its author put it; the contents beside it link to each section on GitHub.

OMP-Flow Debug

Procedure

  1. Start from the assigned Bundle root, relevant entry Concept, output boundary, actor identity, operation receipt, and predecessor receipt when present. Preserve the exact error, arguments, raw log path, session identity, Harness version, and runtime operation observation.
  2. Read the entry Concept and follow only links useful to the failure. Do not reconstruct semantic input or infer task meaning from runtime JSON.
  3. Reproduce at the narrowest boundary that still fails.
  4. Classify the owner: Harness native task/model schema; Adapter assignment seam; Python mechanical validation; broken Concept/path/receipt binding; or product/test environment.
  5. Form falsifiable hypotheses and run the smallest discriminating experiment. When two fixes sharing one premise fail the same check, write that shared premise down in one sentence and test it directly before trying a third fix.
  6. Ask whether the state that triggered the symptom is legitimate: if the state is valid, handling it where the code broke is the root-cause fix; if the state should never exist, a local guard (?., fallback, retry, swallowed catch) hides the fault—trace upstream to what produced the invalid state.
  7. Compare successful and failed calls structurally before trusting an error label. A gateway 400 may describe the final request, not the root cause. When inspecting large session or runtime logs, check line counts/lengths before reading and extract bounded slices with path:line citations rather than dumping raw megabyte lines into context.
  8. Repair only the assigned code/output boundary and write the promised linked diagnostic or implementation handoff Concept. If the deciding fact took a deep dig to uncover, note the cheap error message, assertion, or diagnostic signal that would expose it immediately next time.
  9. Re-run the original operation without a fallback path and report exact commands/results, actor ID, receipt, output, and remaining uncertainty.

Read the full file on GitHub · 47 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 · +9 lines · +1 tokens per session 4651a41630bf
  2. 2mo ago First seen · 38 lines · 28 tokens per session scan A 90341dc20355

Subscribe to this mod's changes

omp-flow-debug is a skill published in the GitHub repository Andyduck-ops/omp-flow (6 stars, last pushed 9d ago), licensed MIT. It adds 29 tokens to every session and 561 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.

Related

omp-flow-debug compared with skills from other repositories

omp-flow-debug next to 6 skills from other repositories
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