Borrowing it
Nothing to install: this file belongs to JackyYang258/agent-teacher. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.
curl -O https://raw.githubusercontent.com/JackyYang258/agent-teacher/main/AGENTS.mdgit clone --depth 1 https://github.com/JackyYang258/agent-teacherWrote 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/instructions/jackyyang258/agent-teacher/agents-md)<a href="https://agentmods.dev/instructions/jackyyang258/agent-teacher/agents-md"><img src="https://agentmods.dev/badge/instructions/jackyyang258/agent-teacher/agents-md/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.
<a href="https://agentmods.dev/instructions/jackyyang258/agent-teacher/agents-md"><img src="https://agentmods.dev/badge/instructions/jackyyang258/agent-teacher/agents-md.svg" alt="Reviewed on agentmods" width="80" 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 | $0.02297 | $0.02297 |
| Opus 5.5 | $0.00919 | $0.00919 |
| Sonnet 5.5 | $0.00459 | $0.00459 |
| Haiku 4.5 | $0.00230 | $0.00230 |
Grade A, and why
agent-teacher AGENTS.md 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 1mo 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.
How it starts
The opening of the file, as written. The whole thing — 83 lines — stays where its author put it; the contents beside it link to each section on GitHub.
AgentTeacher Agent Guide
Personal/global agent rules may live outside this repository. This file records AgentTeacher-specific repository maps, Working Rules, Current Risk Areas, Verification, and Release Flow.
Project
AgentTeacher is a Claude Code skill that teaches concepts through a fixed six-part spine: intuition → example (runnable or pseudocode) → code walkthrough → trap → pointers → test questions. It is deliberately small — one SKILL.md, a handful of references, a handful of evals and worked examples, one packaging script. The whole project should fit in a few hundred lines of markdown plus shell.
The skill output is delivered in conversation, not as files. The only artifacts written to disk are (a) the Mode B pseudocode sidecar for editor viewing, and (b) the full-lesson file when the user explicitly asks to save.
Repository Map
SKILL.md— skill entrypoint: triggering, language choice, the six-layer spine, output rules, anti-patterns.README.md/README.zh-CN.md— user-facing project intro and install instructions (bilingual, full parity).CONTRIBUTING.md/CONTRIBUTING.zh-CN.md— contribution flow and bilingual policy (bilingual, full parity).CLAUDE.md— Claude-specific entry pointing here, with the project-specific hard rules.LICENSE— MIT.references/teaching-method.md— per-layer playbook with good/bad examples. The craft of each layer lives here.references/code-style-for-teaching.md— rules for teaching code: Mode A (runnable + trace blocks for algorithms), Mode B (the three pseudocode flavors).references/concept-to-language.md— concept area → recommended code language and Mode A/B form.references/enrichments.md— the eight optional enrichments (math tier, state tracking, design rationale, cousin matrix, prerequisites + variants, misconception list, visualization, invariants) and the decision checklist for when each fires.evals/evals.json— test prompts with expected-output descriptions (closure, CAP, GIL, monad, GRPO, MoE).assets/examples/— worked example outputs frozen from running the skill. Examples are bilingual: each concept has<name>-en.mdand<name>-zh.mdplus a shared language-agnostic<name>-pseudocode.pysidecar. New examples should ship in both languages; one-language contributions are accepted and a maintainer translates the other side.scripts/package-skill.sh— builds the release archive..claude-plugin/marketplace.json— Claude Code plugin marketplace metadata.dist/agent-teacher.zip— tracked release archive.
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.
- 1mo ago First seen · 83 lines · 2,297 tokens per session scan A 3580393cfd94
agent-teacher AGENTS.md is an instructions file published in the GitHub repository JackyYang258/agent-teacher (5 stars, last pushed 5mo ago), licensed MIT. It adds 2,297 tokens to every session, about $0.0092 per session on Opus 5.5. 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 instructions, from other repositories
vscode buildNext.instructions.md
Working notes and architecture documentation for the new esbuild-based build system in build/next. Use when making changes to the new build pipeline (transpile/bundle commands, NLS plugin, source-map handling, resource copying, or self-hosting watch tasks).
next.js AGENTS.md
AGENTS.md instructions for vercel/next.js, covering next.js development guide, codebase structure, monorepo overview, core package: packages/next and other important packages.
vscode oss-third-party-notices.instructions.md
Instructions for microsoft/vscode, covering vs code oss third-party-notices pipeline, architecture, pipeline flow in ci, cache eligibility and rollout and applying the notice (cutover).
langchain AGENTS.md
AGENTS.md instructions for langchain-ai/langchain, covering global development guidelines for the langchain monorepo, corridor security analysis, project architecture and context, monorepo structure and development tools & commands.
vscode copilot-instructions.md
Copilot instructions for microsoft/vscode, covering vs code copilot instructions, project overview, root folders, core architecture (src/ folder) and built-in extensions (extensions/ folder).
vscode model-prompts.instructions.md
Model-specific prompt authoring and registry guidelines.