filing-sentiment

filing-sentiment is a skill for Claude Code, Codex from rgourley/quant-garage. It costs 94 tokens per session (1,281 once invoked), scanned A, original, no licence file.

A tool for comparing the tone of a company's 10-K annual report, especially its business and risk sections, across years. It uses a finance-specific word dictionary to group language as negative, uncertain, legalistic, or controlling.

In plain words
What is it for?
Use it to compare annual-report language by category and identify year-over-year changes in management's tone.
Why use it?
It helps answer whether management's wording has become more defensive, cautious, or restrictive without relying only on a reader's impression.

Skill for Claude CodeCodex

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.

agentmods
npx agentmods add skills/rgourley/quant-garage/filing-sentiment
Any agent
npx skills add rgourley/quant-garage --skill filing-sentiment
Clone the repo
git clone --depth 1 https://github.com/rgourley/quant-garage

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 filing-sentiment

README.md
[![agentmods](https://agentmods.dev/badge/skills/rgourley/quant-garage/filing-sentiment.svg)](https://agentmods.dev/skills/rgourley/quant-garage/filing-sentiment)
Your own site
<a href="https://agentmods.dev/skills/rgourley/quant-garage/filing-sentiment"><img src="https://agentmods.dev/badge/skills/rgourley/quant-garage/filing-sentiment.svg" alt="Measured on agentmods" height="20"></a>
Per session 94 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 1,281 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. Scan, not verified.
Origin unknown 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 $0.00094 $0.01281
Opus 5 $0.00047 $0.00641
Sonnet 5 $0.00019 $0.00256
Haiku 4.5 $0.00009 $0.00128

Measured 5d ago against content hash 078b772cec4f, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-05, from the pricing page.

Security

Grade A, and why

filing-sentiment 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 5d 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/filing-sentiment/SKILL.md · 123 lines

The source is not reproduced here

A licence we could not identify

The repository carries a LICENSE file, but it is custom or dual enough that GitHub cannot name it and neither can this catalogue. Unknown terms are not permission, so the body is not copied here. Read the licence at the source and decide for yourself.

Read it on GitHub

Files

What ships with it

4 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. 5d ago First seen · 123 lines · 94 tokens per session scan A 078b772cec4f

Subscribe to this mod's changes

filing-sentiment is a skill published in the GitHub repository rgourley/quant-garage (7 stars, last pushed 1mo ago), with no licence file. It adds 94 tokens to every session and 1,281 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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