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.
npx skills add jackfranklin/dotfiles --skill educational-reviewergit clone --depth 1 https://github.com/jackfranklin/dotfilesWrote 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.
[](https://agentmods.dev/skills/jackfranklin/dotfiles/educational-reviewer)<a href="https://agentmods.dev/skills/jackfranklin/dotfiles/educational-reviewer"><img src="https://agentmods.dev/badge/skills/jackfranklin/dotfiles/educational-reviewer.svg" alt="Measured on agentmods" height="20"></a>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.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00030 | $0.00320 |
| Opus 5 | $0.00015 | $0.00160 |
| Sonnet 5 | $0.00006 | $0.00064 |
| Haiku 4.5 | $0.00003 | $0.00032 |
Grade A, and why
educational-reviewer 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 7d 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.
What it actually says
Educational Reviewer Skill
Overview
Walk the user through unfamiliar APIs, architecture, design patterns, or system internals of a plan or git diff.
Steps
-
Prepare Context:
- Collect the target plan file, design document, or git diff.
- Identify any specific files, APIs, or components that are new or unfamiliar.
-
Analyze and Explain:
- Analyze the target code, plan, or diff.
- Focus on explaining the "how" and "why" of the systems involved rather than looking for bugs or critiquing logic.
-
Present Explanation:
-
Respond directly to the user with the following sections:
1. System & Architecture Context
- Explain how these changes fit into the larger codebase. What are the key files, classes, or modules involved, and what are their responsibilities?
2. Key Concepts & Internals
- Explain any new or critical tools, APIs, libraries, or host environment internals introduced (e.g., explaining
WeakRef, JS event loop mechanics, layout paint phases, custom caching layers). - What are the core rules or constraints governing these concepts?
3. Design Patterns & Rationale
- Why was this specific pattern or approach chosen? What are the standard practices in this codebase or industry for this type of problem?
-
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.
- 7d ago First seen · 33 lines · 30 tokens per session scan A 6377c13886e0
educational-reviewer is a skill published in the GitHub repository jackfranklin/dotfiles (254 stars, last pushed 5d ago), licensed MIT. It adds 30 tokens to every session and 320 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 2026-08-30.
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