Skip to content
Agentmart
Submit a tool

freshness-trust-audit

Evaluates how current, consistent, and corroborated a website's key facts are, and whether those facts are supported by trustworthy evidence.

Skill by Haloninja2605

IndexedMIT
Write a review

Chalk Labs

Need help deploying freshness-trust-audit?

Chalk Labs sets up agents like this inside real teams: connected to your tools, tested on your data, with a human in the loop where it matters.

Book a call

Install

Works with Claude Code, Claude apps, Codex, Cursor, Gemini CLI, GitHub Copilot, VS Code, OpenCode, Goose, Windsurf. Read the repository before you give any tool access to your data.

npx agentmarket install skill/haloninja2605-freshness-trust-audit

Asks which of your tools to add it to (Claude Code, Codex, Cursor, VS Code, Windsurf, Gemini CLI, Claude Desktop) and shows the change first. See https://agentmart.dev/cli.

Get the weekly diff

The weekly diff: one email a week with new agent tools, notable updates and grade changes, plus security alerts for tools you follow. Double opt-in, one-click unsubscribe.

We use your email only for this newsletter. Privacy

About

Evaluates how current, consistent, and corroborated a website's key facts are, and whether those facts are supported by trustworthy evidence.

Use cases: security

No reviews yet. Installed it? Reviews come from verified installers only. How reviews work

Permissions

What this skill can do and what it asks for, from its SKILL.md. Checked Oct 25, 2026.

Tools
No tools found
Secrets
None asked for
Install scripts
None found

Network hosts it talks to 1

  • codeload.github.com · found in install command

Files it touches

  • ~/.claude/skills/freshness-trust-audit

What's inside

Skill name
freshness-trust-audit
Description
Evaluates how current, consistent, and corroborated a website's key facts are, and whether those facts are supported by trustworthy evidence.
License
MIT
Instructions
35 lines in SKILL.md · view on GitHub

Files (1)

  • SKILL.md

SKILL.md (first lines)

# Freshness & Trust Audit

## Goal

Determine whether the website’s important claims are current, consistent, and supported by evidence.

## Checks

- last updated metadata and freshness signals
- fact consistency across pages
- contradictions with independent sources
- unsupported claims
- stale or time-sensitive business facts
- evidence quality for claims and metrics

## Typical findings

- stale claim without update date
- conflicting figures across pages
- claim unsupported by evidence
- external contradiction in key metrics

## Evidence to collect

- visible timestamps
- page metadata
- claim values across pages
- external corroboration attempts
- repeated business metrics

## Decision rule

A fact is not trusted if it is stale, inconsistent, or not corroborated by evidence that a retrieval system can verify.

From Haloninja2605/Adobe_Hackathon, MIT.

Signals

Stars
0
Forks
0
Open issues
0
Last commit (this folder)
Sep 1, 2026 (1 month ago)

From GitHub (fetched Oct 24, 2026).

Details

License
MIT
First seen
Oct 24, 2026
Last checked
Oct 24, 2026

More from Haloninja2605

Done for you

Rather not set it up yourself?

Chalk Labs scopes, builds and runs agents for your team: the task audit, the eval harness, the integrations and the weekly ops report. Fixed scope, priced before we start.

See how we build AI agents →Read the case studies

Chalk Labs is a two-founder AI and growth studio. We build AI agents, CRMs and MVPs for Web3 and AI companies, and have shipped 50+ product and token launches.

launches shipped
50+
launches shipped
media placements
500+
media placements
founders on every account
2
founders on every account

Press we've placed: Forbes · CoinDesk · Decrypt · Cointelegraph · The Block

Rahil Jain, Co-founder, Chalk Labs. Ex-Goldman Sachs engineer. You talk to the person who builds it.

Get freshness-trust-audit running in your business

Tell us what you want to automate. A founder replies within one working day with a plan, not a pitch deck.

Goes to the Chalk Labs founders, not the newsletter. Privacy

Need help deploying freshness-trust-audit?

CallGet help
Cite this page

freshness-trust-audit skill. Agent Mart. https://agentmart.dev/skills/haloninja2605-freshness-trust-audit (last updated 2026-10-24)