ras-audit

ras-audit is a skill for Claude Code, Codex from Zhonghao1995/Agentic-HEC-RAS. It costs 99 tokens per session (504 once invoked), scanned A, original, MIT.

A tool for writing a provenance manifest for a HEC-RAS modelling run. HEC-RAS is software for modelling river hydraulics; the manifest records project files, inputs, results, figures, edits, tool calls, and checksums.

In plain words
What is it for?
Use it at the end of a HEC-RAS baseline or what-if run to record the run status, related files, edits, and whether any required files are missing.
Why use it?
It makes a modelling case auditable and helps confirm that the files and run results can be reproduced later.

Skill for Claude CodeCodex

Written for no agent in particular: nothing here depends on one.

Good fit Use it at the end of a HEC-RAS baseline or what-if run to record the run status, related files, edits, and whether any required files are missing.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/zhonghao1995/agentic-hec-ras/ras-audit
Install

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.

Any agent
npx skills add Zhonghao1995/Agentic-HEC-RAS --skill ras-audit
Clone the repo
git clone --depth 1 https://github.com/Zhonghao1995/Agentic-HEC-RAS

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 ras-audit

README.md
[![agentmods](https://agentmods.dev/badge/skills/zhonghao1995/agentic-hec-ras/ras-audit/github.svg)](https://agentmods.dev/skills/zhonghao1995/agentic-hec-ras/ras-audit)
Your own site
<a href="https://agentmods.dev/skills/zhonghao1995/agentic-hec-ras/ras-audit"><img src="https://agentmods.dev/badge/skills/zhonghao1995/agentic-hec-ras/ras-audit/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 ras-audit

Your own site · 80×15
<a href="https://agentmods.dev/skills/zhonghao1995/agentic-hec-ras/ras-audit"><img src="https://agentmods.dev/badge/skills/zhonghao1995/agentic-hec-ras/ras-audit.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 99 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 504 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 $0.00099 $0.00504
Opus 5 $0.00049 $0.00252
Sonnet 5 $0.00020 $0.00101
Haiku 4.5 $0.00010 $0.00050

Measured 8d ago against content hash 696882b4a33d, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-08, from the pricing page.

Security

Grade A, and why

ras-audit 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 8d 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.

skills/ras-audit/SKILL.md · 32 lines

What it actually says

ras-audit: provenance manifest

Tool

ras_manifest_write(out_json, case?, project?, plan?, inputs?, results?, figures?, run?, edits?, tool_calls?, notes?)

  • writes out_json (schema agentic-hecras/manifest/1): every listed file with {path, exists, bytes, sha256}, the QA subset of the ras_run return (status, usable, reasons, metrics, hdf, ras_version, elapsed_s), the edit records (ras_plan_set / ras_flow_set_hydrograph returns), the ordered tool calls, free notes, and the Python / platform / package versions
  • returns missing_files — must be [] before claiming reproducibility

Procedure

  1. Collect: the copied .prj (project), plan, the edited .u## / .p## (inputs), the .p##.hdf files (results), the PNGs (figures), the full ras_run return (run), the edit returns (edits), and the list of {tool, args, ok} calls made so far (tool_calls).
  2. ras_manifest_write(out_json=runs/<case>/manifest.json, ...) as the LAST call of the case.
  3. Report the manifest path and missing_files (must be empty).

Rules

  • One manifest per case (baseline + variant together is fine: list both HDFs in results, the variant's run in run).
  • Never write the manifest before the runs finished; the sha256 of a half-written HDF is useless.
  • Keep notes to the plain-language goal + anything not derivable from files (why the edit, what was skipped).
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. 8d ago First seen · 32 lines · 99 tokens per session scan A 696882b4a33d

Subscribe to this mod's changes

ras-audit is a skill published in the GitHub repository Zhonghao1995/Agentic-HEC-RAS (1 stars, last pushed 23d ago), licensed MIT. It adds 99 tokens to every session and 504 once invoked, about $0.0005 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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