document-to-action-items

document-to-action-items is a skill for Claude Code, Codex from NousResearch/hermes-agent. It costs 15 tokens per session (813 once invoked), scanned A, original, MIT.

A document-processing workflow that finds obligations, deadlines, tasks, risks, owners, and follow-ups in files, while showing where each fact came from.

In plain words
What is it for?
Use it to review contracts, reports, forms, and attachments and turn their contents into cited tasks or action lists.
Why use it?
It turns long or scanned documents into structured information without hiding unclear wording or low-quality text recognition.

Skill for Claude CodeCodex

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

Good fit Use it to review contracts, reports, forms, and attachments and turn their contents into cited tasks or action lists.

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Install with agentmods
npx agentmods add skills/nousresearch/hermes-agent/document-to-action-items
About the project

Hermes Agent is an AI assistant that learns from its use by creating and improving skills, retaining knowledge, searching past conversations, and adapting to its users. It is for people who want to run an agent through a terminal or messaging platforms while connecting it to different AI models and scheduled tasks.

NousResearch/hermes-agent · 243,146 stars · on GitHub · hermes-agent.nousresearch.com

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 NousResearch/hermes-agent --skill document-to-action-items
Clone the repo
git clone --depth 1 https://github.com/NousResearch/hermes-agent

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 document-to-action-items

README.md
[![agentmods](https://agentmods.dev/badge/skills/nousresearch/hermes-agent/document-to-action-items.svg)](https://agentmods.dev/skills/nousresearch/hermes-agent/document-to-action-items)
Your own site
<a href="https://agentmods.dev/skills/nousresearch/hermes-agent/document-to-action-items"><img src="https://agentmods.dev/badge/skills/nousresearch/hermes-agent/document-to-action-items.svg" alt="Measured on agentmods" height="20"></a>
Per session 15 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 813 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
  • Snyk warn 7 Sept 2026
  • NVIDIA SkillSpector pass 7 Sept 2026
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 $0.00015 $0.00813
Opus 5 $0.00008 $0.00407
Sonnet 5 $0.00003 $0.00163
Haiku 4.5 $0.00002 $0.00081

Measured 4d ago against content hash 8a7556754aca, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-08, from the pricing page.

Security

Grade A, and why

document-to-action-items 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 4d 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.

Origin

Copies of this mod

2 near-identical copies found in the catalogue:

skills/productivity/document-to-action-items/SKILL.md · 82 lines

How it starts

The opening of the file, as written. The whole thing — 82 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Document to Action Items

Turn documents into cited facts and proposed actions. Extraction is not legal advice, and low-confidence OCR or ambiguous language must remain visible. The pdf / pdf / docx skills own extraction mechanics; this skill owns what happens to the extracted content.

When to Use

  • "Extract deadlines and obligations from this contract."
  • "Turn this report into tasks."
  • "Read these scanned forms and structure the data."
  • "Find risks, owners, and follow-ups in these attachments."

Don't use for: plain text extraction with no downstream structuring (load pdf directly).

Procedure

1. Inventory the document set

Use read_file for local files and web_extract for URLs to identify files, versions, dates, page counts, language, scan quality, and the requested output schema. Detect duplicate/revised copies before analysis. Done when the authoritative or latest version is known or ambiguity is stated.

2. Extract with provenance

Load pdf, pdf, or docx. Extract text/tables while retaining file and page/section coordinates. For scans, record OCR confidence or visible quality issues. Done when every extracted field can cite its source location.

3. Classify evidence

Separate:

  • parties/entities and identifiers
  • dates and deadlines
  • money/quantities
  • obligations and prohibitions
  • approvals and signatures
  • risks/exceptions
  • factual background
  • ambiguous or unreadable clauses

Do not collapse "may," "should," and "must." Done when modality and uncertainty are preserved.

4. Validate internally

Cross-check dates, totals, repeated names, table sums, defined terms, and references to appendices. Surface contradictions rather than choosing silently. Done when key facts have consistency checks or explicit exceptions.

5. Convert to proposed actions

For each actionable obligation create outcome, owner if explicit, due date if explicit, dependency, acceptance condition, risk, and citation. Unknown owners/dates remain unresolved — never invented. Done when no proposed task relies on an unsupported inference.

Read the full file on GitHub · 82 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. 4d ago First seen · 82 lines · 15 tokens per session scan A 8a7556754aca

Subscribe to this mod's changes

document-to-action-items is a skill published in the GitHub repository NousResearch/hermes-agent (243,146 stars, last pushed today), licensed MIT. It adds 15 tokens to every session and 813 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 2026-09-03.