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 instructions/nyaggah/amp-ralph/agents-mdgit clone --depth 1 https://github.com/nyaggah/amp-ralphWrote 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/nyaggah/amp-ralph/agents-md)<a href="https://agentmods.dev/instructions/nyaggah/amp-ralph/agents-md"><img src="https://agentmods.dev/badge/instructions/nyaggah/amp-ralph/agents-md.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 | $0.00338 | $0.00338 |
| Opus 5 | $0.00169 | $0.00169 |
| Sonnet 5 | $0.00068 | $0.00068 |
| Haiku 4.5 | $0.00034 | $0.00034 |
Grade A, and why
amp-ralph 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 3d 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
Amp-Ralph Autonomous Workflow
Overview
This project uses Amp-Ralph for autonomous PRD execution. Copy this section to your project's AGENTS.md.
Workflow
Load prd skill→ createtasks/prd-[feature].mdLoad amp-ralph skill→ execute PRD autonomously- Monitor:
prd.json,progress.txt, git history
Commands
amp # Start Amp in project
# Then in Amp:
# > Load the prd skill and create a PRD for [feature]
# > Load the amp-ralph skill and execute tasks/prd-[feature].md
Key Files
| File | Purpose |
|---|---|
prd.json |
Current execution state (auto-created) |
progress.txt |
Cumulative learnings (auto-created) |
tasks/*.md |
Generated PRDs |
Conventions
- Stories execute in priority/dependency order
- Each story = one atomic commit:
feat: [US-XXX] - [title] - Quality checks must pass before commit
- Learnings go in
progress.txtand relevantAGENTS.mdfiles - Auto-handoff handles context limits — no artificial story size limits
Quality Requirements
Before committing any story:
- Typecheck passes
- Lint passes
- Tests pass (if applicable)
- UI verified in browser (for frontend stories)
For Existing Projects
Merge this with your existing AGENTS.md. Add your project-specific:
- Build/test commands
- Code conventions
- Architecture notes
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.
- 3d ago First seen · 52 lines · 338 tokens per session scan A 369f73b99aed
amp-ralph AGENTS.md is an instructions file published in the GitHub repository nyaggah/amp-ralph (2 stars, last pushed 7mo ago), licensed MIT. It adds 338 tokens to every session, about $0.0017 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 instructions, from other repositories
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next.js AGENTS.md
Instructions for vercel/next.js, covering next.js development guide, codebase structure, monorepo overview, core package: packages/next and other important packages.