HefestoAI Output Analysis

HefestoAI Output Analysis is a skill for Claude Code, Codex from artvepa80/Agents-Hefesto. It costs 56 tokens per session (365 once invoked), scanned A, original, MIT.

A results interpreter for HERMES content analysis. It activates after a hefesto analyze run and works from the analysis results.

In plain words
What is it for?
It helps interpret analysis findings, suggest corrections, and create commit-quality summaries for HERMES content.
Why use it?
It helps turn raw analysis output into suggested fixes and a summary suitable for a commit.

Skill for Claude CodeCodex

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

Good fit It helps interpret analysis findings, suggest corrections, and create commit-quality summaries for HERMES content.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/artvepa80/agents-hefesto/analysis
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 artvepa80/Agents-Hefesto --skill analysis
Clone the repo
git clone --depth 1 https://github.com/artvepa80/Agents-Hefesto

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 HefestoAI Output Analysis

README.md
[![agentmods](https://agentmods.dev/badge/skills/artvepa80/agents-hefesto/analysis/github.svg)](https://agentmods.dev/skills/artvepa80/agents-hefesto/analysis)
Your own site
<a href="https://agentmods.dev/skills/artvepa80/agents-hefesto/analysis"><img src="https://agentmods.dev/badge/skills/artvepa80/agents-hefesto/analysis/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 HefestoAI Output Analysis

Your own site · 80×15
<a href="https://agentmods.dev/skills/artvepa80/agents-hefesto/analysis"><img src="https://agentmods.dev/badge/skills/artvepa80/agents-hefesto/analysis.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 56 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 365 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 $0.00056 $0.00365
Opus 5.5 $0.00022 $0.00146
Sonnet 5.5 $0.00011 $0.00073
Haiku 4.5 $0.00006 $0.00036

Measured 20d ago against content hash 7ee46081a442, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

HefestoAI Output Analysis 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 20d 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/hefestoai/analysis/SKILL.md · 43 lines

What it actually says

Interpret HefestoAI output

Activate after any hefesto analyze run (any exit code), after the pre-commit hook, after CI gate results, or when the user asks what Hefesto found.

Quick reference

  • Exit codes: 0 clean · 1 gate failure / error · 2 drift threshold
  • Formats: --output text (default), --output json, --output html
  • Gate: --fail-on HIGH exits 1 if any HIGH+ issues

Workflow

hefesto analyze . --output json --fail-on HIGH
  → parse JSON (interpret_output.md)
  → fix suggestions (fix_suggestions.md)
  → commit quality report (report_template.md)
  → optional HERMES staging (hermes_integration.md)

Progressive docs

File Purpose
interpret_output.md Parse text/JSON fields
fix_suggestions.md Fixes by category
report_template.md Commit quality report
hermes_integration.md HERMES content pipeline

Rules

  • Quote severities and issue codes from the actual output; do not invent findings.
  • If exit code is non-zero, do not recommend committing until fixed or the user overrides.
Files

What ships with it

5 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. 20d ago Changed · -3 lines · +56 tokens per session 7ee46081a442
  2. 1mo ago First seen · 46 lines · 0 tokens per session scan A f3795aed80f5

Subscribe to this mod's changes

HefestoAI Output Analysis is a skill published in the GitHub repository artvepa80/Agents-Hefesto (7 stars, last pushed today), licensed MIT. It adds 56 tokens to every session and 365 once invoked, about $0.0002 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.

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