Borrowing it
Nothing to install: this file belongs to mohitmishra786/anti-vibe-skills. 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/mohitmishra786/anti-vibe-skills/main/AGENTS.mdgit clone --depth 1 https://github.com/mohitmishra786/anti-vibe-skillsWrote 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/mohitmishra786/anti-vibe-skills/agents-md)<a href="https://agentmods.dev/instructions/mohitmishra786/anti-vibe-skills/agents-md"><img src="https://agentmods.dev/badge/instructions/mohitmishra786/anti-vibe-skills/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/mohitmishra786/anti-vibe-skills/agents-md"><img src="https://agentmods.dev/badge/instructions/mohitmishra786/anti-vibe-skills/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 | $0.01329 | $0.01329 |
| Opus 5 | $0.00665 | $0.00665 |
| Sonnet 5 | $0.00266 | $0.00266 |
| Haiku 4.5 | $0.00133 | $0.00133 |
Grade A, and why
anti-vibe-skills 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 11d 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 — 144 lines — stays where its author put it; the contents beside it link to each section on GitHub.
AGENTS.md
Guidelines for AI agents working in this repository.
Project Overview
A curated suite of AI agent skills built around a single thesis: the AI refuses its default role so the human is forced to exercise judgment. Every skill in this library is a behavioral inversion — instead of producing answers, code, or solutions, the AI guides, challenges, and questions until the human arrives at the answer themselves.
These skills are judgment trainers. As vibe coding makes AI-generated output cheaper and more abundant, the scarce resource becomes developer judgment. This library exists to protect and strengthen that resource.
Repository Structure
skills/
├── core-inversions/ # reverse-vibe-coding, socratic-debugger, code-review-challenger, architect-interrogator, test-first-mentor
├── cognitive-forcing/ # first-principles-mode, devils-advocate-mode, rubber-duck-plus, complexity-cop
└── process-quality/ # pre-review-guide, api-design-coach, security-threat-guide, refactor-guide, docs-interrogator
Each skill has a SKILL.md file and optional references/ for detailed content.
The Shared DNA
All skills in this library share three invariants:
- Memory file — each skill maintains a
SKILL_MEMORY.md(or session notes) that tracks context across the conversation - Hard refusal layer — each skill explicitly defines what it will never do and why, stated upfront
- Deviation philosophy — if a skill is about to break its contract, it must: acknowledge the deviation request → assess why the human wants it → guide forward within the contract
Never break these three invariants when writing or updating a skill.
Validation Commands
# Validate markdown formatting (requires markdownlint-cli)
markdownlint skills/**/*.md
# Check skill frontmatter is valid YAML
head -5 skills/core-inversions/reverse-vibe-coding/SKILL.md
# Verify all skills have required sections
grep -rl "## Purpose" skills/ --include="*.md" | wc -l
grep -rl "## Triggers" skills/ --include="*.md" | wc -l
grep -rl "## Workflow" skills/ --include="*.md" | wc -l
grep -rl "## Hard Refusals" skills/ --include="*.md" | wc -l
grep -rl "## Related" skills/ --include="*.md" | wc -l
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.
- 11d ago First seen · 144 lines · 1,329 tokens per session scan A 94642d54ccd5
anti-vibe-skills AGENTS.md is an instructions file published in the GitHub repository mohitmishra786/anti-vibe-skills (5 stars, last pushed 6mo ago), licensed MIT. It adds 1,329 tokens to every session, about $0.0066 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.
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