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 agentmods add skills/kayforkind/book-guide-mcp/socratic-methodnpx skills add Kayforkind/book-guide-mcp --skill socratic-methodgit clone --depth 1 https://github.com/Kayforkind/book-guide-mcpWrote 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/kayforkind/book-guide-mcp/socratic-method)<a href="https://agentmods.dev/skills/kayforkind/book-guide-mcp/socratic-method"><img src="https://agentmods.dev/badge/skills/kayforkind/book-guide-mcp/socratic-method.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 | $0.00003 | $0.00135 |
| Opus 5 | $0.00002 | $0.00068 |
| Sonnet 5 | $0.00001 | $0.00027 |
| Haiku 4.5 | $0.00000 | $0.00014 |
Grade A, and why
socratic-method 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 6d 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
Socratic Method (Educational Skill)
L4 mentor package for Socratic tutoring.
Modes
tutor_start(book_id="socratic-method", mode="socratic")- Playbook:
elenchus-loop - Framework:
elenchus-worksheet
Ethics
Dignity first. See ex_0008 and framework dialogue-ethics.
What ships with it
9 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.
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.
- 6d ago First seen · 23 lines · 3 tokens per session scan A 8f1f81af1930
socratic-method is a skill published in the GitHub repository Kayforkind/book-guide-mcp (1 stars, last pushed 24d ago), licensed MIT. It adds 3 tokens to every session and 135 once invoked, about $0.0000 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 2026-08-31.
Other skills, from other repositories
explainer
Create explainer videos with narration and AI-generated visuals. Triggers on: "解说视频", "explainer video", "explain this as a video", "tutorial video", "introduce X (video)", "解释一下XX（视频形式）".
lov-subtitle-freedom
Create learner-friendly English subtitles with level-aware glosses and optional spoiler-safe subtitle sidecars.
learning-mode
Hands-on mentoring: the agent scaffolds work, then pauses so the engineer writes small, meaningful code (roughly 5–15 lines) for practice. Use when the user enables learning mode, asks for guided mentoring, hands-on practice, collaborative coding, or teaching while building a feature.
repo-context
Use repo-context-mcp tools to map, search, and pack repository context before large edits or PR review.
learning-opportunities
Facilitates deliberate skill development during AI-assisted coding. Offers interactive learning exercises after architectural work (new files, schema changes, refactors). Use when completing features, making design decisions, or when user asks to understand code better. Triggers on "learning exercise", "help me…
iblai-api-catalog
Manage an ibl.ai organization's learning catalog via the platform API — courses, programs, pathways, resources, skills, roles, course/program metadata, plus enrollment, eligibility checks, catalog search, and course reviews. Org-wide content and enrollment operations. Use when wiring up the catalog, enrolling users…