argument-governance

argument-governance is a skill for Claude Code from yha9806/academic-writing-toolkit. It costs 143 tokens per session (3,094 once invoked), scanned A, original, MIT.

An argument-audit system for a paper or thesis. It connects the intended purpose, research gap, contributions, claims, evidence, limits, and likely reviewer objections.

In plain words
What is it for?
Use it before major revisions, peer review, self-review, or reframing a manuscript to organize claims, evidence, boundaries, and reviewer risks.
Why use it?
It exposes weak links between what a manuscript claims and the evidence supporting it. This helps prevent unclear contributions, unsupported claims, and predictable reviewer criticisms.

Skill for Claude Code

Written for Claude Code: allowed-tools in frontmatter. Also seen: mentions subagents; mentions Codex.

Good fit Use it before major revisions, peer review, self-review, or reframing a manuscript to organize claims, evidence, boundaries, and reviewer risks.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/yha9806/academic-writing-toolkit/argument-governance
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 yha9806/academic-writing-toolkit --skill argument-governance
Clone the repo
git clone --depth 1 https://github.com/yha9806/academic-writing-toolkit

Made for: Claude Code.

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 argument-governance

README.md
[![agentmods](https://agentmods.dev/badge/skills/yha9806/academic-writing-toolkit/argument-governance/github.svg)](https://agentmods.dev/skills/yha9806/academic-writing-toolkit/argument-governance)
Your own site
<a href="https://agentmods.dev/skills/yha9806/academic-writing-toolkit/argument-governance"><img src="https://agentmods.dev/badge/skills/yha9806/academic-writing-toolkit/argument-governance/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 argument-governance

Your own site · 80×15
<a href="https://agentmods.dev/skills/yha9806/academic-writing-toolkit/argument-governance"><img src="https://agentmods.dev/badge/skills/yha9806/academic-writing-toolkit/argument-governance.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 143 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 3,094 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. Third-party audits
  • NVIDIA SkillSpector warn 7 Sept 2026
SkillSpector: 1 finding, up to high

These are SkillSpector’s own severities. On a checked sample its high-severity flags on skills were ~96% false positives — a documented command, a public API, a “never do X” rule — so we show them as a caution to read, not a verdict. Why →

  • high YARA Match · line 3
    YARA rule matched a hack tool or exploit indicator (offensive tools, reconnaissance, privilege escalation, or exploit frameworks).
    Fix: Remove offensive tool references and exploit code. Legitimate agent skills should not contain penetration testing tools, exploit frameworks, or reconnaissance utilities.
How audits are shown
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 $0.00143 $0.03094
Opus 5 $0.00072 $0.01547
Sonnet 5 $0.00029 $0.00619
Haiku 4.5 $0.00014 $0.00309

Measured 7d ago against content hash 3769136a9317, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-11, from the pricing page.

Security

Grade A, and why

argument-governance 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 7d ago.

The scan reads SKILL.md. This mod also ships 1 executable file (scripts/check_argument_governance.py), listed below but not scanned — reading those needs a real analyzer, not pattern matching.

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.

archive/skills/argument-governance/SKILL.md · 261 lines

How it starts

The opening of the file, as written. The whole thing — 261 lines — stays where its author put it; the contents beside it link to each section on GitHub.

/argument-governance - Argument System Governance

Purpose

Make the paper's argument inspectable as a system:

intent -> gap -> contribution
data -> result -> claim -> contribution
prior-work evidence -> innovation -> contribution
claim/contribution -> boundary -> reviewer risk

Use this before major manuscript revision, before /peer-review, before /self-review, or after /manuscript-reframe when the draft needs stronger gap-contribution and claim-evidence control.

Codex-Only Baseline

Complete this workflow with Codex, local files, and the bundled checker. External reviewers, subagents, Gemini, or other model calls are optional advisory inputs only; do not require them and do not stop because they are unavailable.

Enhanced Advisory Mode

When the user explicitly enables an API-key-backed reviewer, Codex may request an external advisory pass after the local argument packet exists. Use this only as a second opinion:

  • keep API keys in environment variables, never in CSV, Markdown, logs, or manifests
  • send only the source subset the user or manifest permits
  • record the provider, model, source subset, prompt purpose, and output path
  • place results in advisory notes or reviewer-risk fields
  • never treat external output as evidence, source support, or a final gate

Core Rules

  1. Every contribution must answer a named gap.
  2. Every main claim must belong to a contribution or the paper-level thesis.
  3. Every lower-level claim must support a parent claim.
  4. Every claim must have the right type and amount of evidence.
  5. Background, methodological, workflow, or governance evidence must not be promoted into empirical, outcome, causal, or deployment validation.
  6. Important claims must not be evidence-thin; peripheral claims must not be citation-padded.
  7. Reviewer risks must target a specific intent, gap, contribution, claim, evidence cluster, or limitation.
  8. Do not fill missing argument links from memory, prior chat, or unstated assumptions. Mark them as gaps.
  9. Treat external model reviews as advisory notes, not evidence or required gates.
  10. Keep data and results separate: data are analysis inputs; results are derived outputs with a method, scope, and provenance.
  11. Keep contribution and innovation separate: contribution states what the project delivers; innovation states how it differs from an explicit comparison set.
  12. Judge over- or under-balance by missing, duplicated, orphaned, conflicting, or scope-mismatched functions. Do not infer quality from raw counts, word count, citation count, dataset count, or one composite score.
  13. Treat contribution-focus changes as advisory candidates. Require an explicit author decision before changing the title, abstract, research question, contribution order, or manuscript spine.
  14. Keep the field-level gap, paper-level contribution, data-level finding, and extrapolative claim separate. A true field gap does not prove that this paper closes it; require evidence for every upward inference.
  15. Treat boundary as a paper-wide evidence licence across intent, population or denominator, estimand, evidence scope, title, abstract, contribution list, result headings, and conclusion, not as a limitation-only disclaimer.
  16. Do not treat tables, ledgers, guardrails, qualifiers, or appendices as substitutes for missing construct validity, reliability, sampling, baseline, power, or transfer evidence. Record evidence_needed or narrow the claim.
  17. Keep the real-world problem, intended use, present method task, scientific question, empirical finding, and evidence boundary separate. Missing deployment or outcome validation narrows the licensed claim; it does not erase the motivating application.
  18. Admit experiments and analyses by argumentative function, not by completion. Record whether each item directly answers the core question, whether the main conclusion survives its removal, its role, destination, and author decision before changing its prominence.

Read the full file on GitHub · 261 lines

Files

What ships with it

3 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.

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. 7d ago Changed · +120 lines · +62 tokens per session 3769136a9317
  2. 11d ago First seen · 141 lines · 81 tokens per session scan A 7141983e8cdf

Subscribe to this mod's changes

argument-governance is a skill published in the GitHub repository yha9806/academic-writing-toolkit (38 stars, last pushed 3d ago), licensed MIT. It adds 143 tokens to every session and 3,094 once invoked, about $0.0007 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 2026-08-30.

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