learning-practice-auditor

learning-practice-auditor is a skill for Claude Code from bookforge-ai/bookforge-skills. It costs 254 tokens per session (4,407 once invoked), scanned A, original, CC-BY-SA-4.0.

A review tool for study habits, training programs, and course designs that identifies ineffective learning practices and suggests research-based alternatives.

In plain words
What is it for?
Use it to audit personal study habits, improve a training program, or redesign a course.
Why use it?
It helps reveal why studying or teaching is not working, especially when it depends on rereading or other passive methods.

Skill for Claude Code

Written for Claude Code: shipped in a Claude Code plugin.

Part of the make-it-stick plugin — 10 skills shipped together

Good fit Use it to audit personal study habits, improve a training program, or redesign a course.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/bookforge-ai/bookforge-skills/learning-practice-auditor
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 bookforge-ai/bookforge-skills --skill learning-practice-auditor
Clone the repo
git clone --depth 1 https://github.com/bookforge-ai/bookforge-skills

Made for: Claude Code.

Or install make-it-stick, the plugin that ships this one along with the rest of its 10 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 learning-practice-auditor

README.md
[![agentmods](https://agentmods.dev/badge/skills/bookforge-ai/bookforge-skills/learning-practice-auditor.svg)](https://agentmods.dev/skills/bookforge-ai/bookforge-skills/learning-practice-auditor)
Your own site
<a href="https://agentmods.dev/skills/bookforge-ai/bookforge-skills/learning-practice-auditor"><img src="https://agentmods.dev/badge/skills/bookforge-ai/bookforge-skills/learning-practice-auditor.svg" alt="Measured on agentmods" height="20"></a>
Per session 254 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 4,407 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 $0.00254 $0.04407
Opus 5 $0.00127 $0.02204
Sonnet 5 $0.00051 $0.00881
Haiku 4.5 $0.00025 $0.00441

Measured 4d ago against content hash 2f938498be94, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-08, from the pricing page.

Security

Grade A, and why

learning-practice-auditor 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.

books/make-it-stick/skills/learning-practice-auditor/SKILL.md · 324 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

Files

What ships with it

1 file 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. 4d ago First seen · 324 lines · 254 tokens per session scan A 2f938498be94

Subscribe to this mod's changes

learning-practice-auditor is a skill published in the GitHub repository bookforge-ai/bookforge-skills (35 stars, last pushed 4mo ago), licensed CC-BY-SA-4.0. It adds 254 tokens to every session and 4,407 once invoked, about $0.0013 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.

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