review-evidence

review-evidence is a skill for Claude Code from alaimo-labs/ai-first-skills. It costs 45 tokens per session (1,175 once invoked), scanned A, original, CC-BY-SA-4.0.

A weekly evidence-review process for comparing newly created product work with the unverified beliefs recorded in product/overview.md. It suggests status notes, flags changes, and records human corrections to the AI's suggestions.

In plain words
What is it for?
It is for reviewing product artifacts, checking assumptions, proposing belief-status updates, and logging human feedback.
Why use it?
It helps teams notice when product decisions are drifting away from the evidence or assumptions they started with.

Skill for Claude Code

Written for Claude Code: disable-model-invocation in frontmatter.

Part of the afpm plugin — 27 skills shipped together

Good fit It is for reviewing product artifacts, checking assumptions, proposing belief-status updates, and logging human feedback.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/alaimo-labs/ai-first-skills/review-evidence
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 alaimo-labs/ai-first-skills --skill review-evidence
Clone the repo
git clone --depth 1 https://github.com/alaimo-labs/ai-first-skills

Made for: Claude Code.

Or install afpm, the plugin that ships this one along with the rest of its 27 skills.

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 review-evidence

README.md
[![agentmods](https://agentmods.dev/badge/skills/alaimo-labs/ai-first-skills/review-evidence/github.svg)](https://agentmods.dev/skills/alaimo-labs/ai-first-skills/review-evidence)
Your own site
<a href="https://agentmods.dev/skills/alaimo-labs/ai-first-skills/review-evidence"><img src="https://agentmods.dev/badge/skills/alaimo-labs/ai-first-skills/review-evidence/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 review-evidence

Your own site · 80×15
<a href="https://agentmods.dev/skills/alaimo-labs/ai-first-skills/review-evidence"><img src="https://agentmods.dev/badge/skills/alaimo-labs/ai-first-skills/review-evidence.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 45 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 1,175 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 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 $0.00045 $0.01175
Opus 5 $0.00023 $0.00588
Sonnet 5 $0.00009 $0.00235
Haiku 4.5 $0.00005 $0.00118

Measured today against content hash 05aa47d27211, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-12, from the pricing page.

Security

Grade A, and why

review-evidence 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 today.

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.

afpm/skills/review-evidence/SKILL.md · 56 lines

The source is not reproduced here

Licensed CC-BY-SA-4.0

The repository is licensed CC-BY-SA-4.0, which this catalogue does not treat as permission to reproduce the file. Read it at the source.

Read it on GitHub

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. today Changed · +1 lines 05aa47d27211
  2. 7d ago First seen · 55 lines · 45 tokens per session scan A e309076c809b

Subscribe to this mod's changes

review-evidence is a skill published in the GitHub repository alaimo-labs/ai-first-skills (9 stars, last pushed today), licensed CC-BY-SA-4.0. It adds 45 tokens to every session and 1,175 once invoked, about $0.0002 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 2026-09-05.

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