Borrowing it
Nothing to install: this file belongs to benwu95/prospec. 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/benwu95/prospec/main/AGENTS.mdgit clone --depth 1 https://github.com/benwu95/prospecWrote 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/benwu95/prospec/agents-md)<a href="https://agentmods.dev/instructions/benwu95/prospec/agents-md"><img src="https://agentmods.dev/badge/instructions/benwu95/prospec/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/benwu95/prospec/agents-md"><img src="https://agentmods.dev/badge/instructions/benwu95/prospec/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 | $0.02769 | $0.02769 |
| Opus 5.5 | $0.01108 | $0.01108 |
| Sonnet 5.5 | $0.00554 | $0.00554 |
| Haiku 4.5 | $0.00277 | $0.00277 |
Grade A, and why
prospec 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 yesterday.
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 — 189 lines — stays where its author put it; the contents beside it link to each section on GitHub.
prospec
AI-augmented project with Prospec Skills and structured AI Knowledge
Tech Stack
- Language: typescript
- Package Manager: pnpm
Language Policy
The user's primary language for change artifacts (.prospec/changes/**, .prospec/archive/**, .prospec/abandoned/**, prospec/specs/_archived-history/**) is Traditional Chinese (Taiwan), and requests may be phrased in it. The trust zone (prospec/CONSTITUTION.md, prospec/README.md, prospec/index.md, prospec/specs/product.md, prospec/specs/features/**, prospec/ai-knowledge/**) always remains in English, as do code, identifiers, technical terms, and git commit messages — it is technical documentation read next to the code and cited in English, exempt from the Traditional Chinese (Taiwan) requirement. The Constitution's Language Policy rule is generated from this same path set and names the few per-spot exceptions in both directions — trust-zone spots that may use Traditional Chinese (Taiwan), and change-artifact spots that stay English because their content is copied into the trust zone verbatim.
Core Resources
Constitution
Project principles and constraints: prospec/CONSTITUTION.md
AI Knowledge Base
Module index and project structure (L1-L3 navigation): prospec/index.md
Coding Conventions
Coding standards and best practices: prospec/ai-knowledge/_conventions.md
Diagram conventions: prospec/ai-knowledge/_diagram-conventions.md
Project glossary and domain terms: prospec/ai-knowledge/_glossary.md
Available Prospec Skills
Prospec Skills use bare prospec-<name> as their canonical identity. Use the host-specific guidance below only when you want to invoke a Skill explicitly; descriptions and trigger words continue to support implicit discovery.
Invoking a Prospec Skill
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.
- yesterday Changed · -8 lines · -115 tokens per session 102a85d4e03c
- 9d ago Changed 3cd99a0390f8
- 12d ago Changed · +2 lines · +39 tokens per session 772691a6826d
- 13d ago Changed 0f102be137dc
- 20d ago Changed 653617114e50
- 23d ago Changed 7fd550b165ad
- 28d ago Changed 9ef32008f94a
- 1mo ago Changed · +8 tokens per session 7e1d060759d2
- 1mo ago Changed 35585c12420b
- 1mo ago First seen · 195 lines · 2,837 tokens per session scan A f7443df272d4
prospec AGENTS.md is an instructions file published in the GitHub repository benwu95/prospec (6 stars, last pushed yesterday), licensed MIT. It adds 2,769 tokens to every session, about $0.0111 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.
prospec AGENTS.md compared with instructions from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| prospec AGENTS.mdbenwu95/prospec | Instructions file | 6 | yesterday | MIT | A | 2,769 | Codex, OpenCode |
| vscode buildNext.instructions.mdmicrosoft/vscode | Instructions file | 195k | yesterday | MIT | A | 9,719 | GitHub Copilot |
| next.js AGENTS.mdvercel/next.js | Instructions file | 143k | yesterday | MIT | A | 7,461 | Codex, OpenCode |
| langchain AGENTS.mdlangchain-ai/langchain | Instructions file | 149k | yesterday | MIT | A | 4,680 | Codex, OpenCode |
| vscode oss-third-party-notices.instructions.mdmicrosoft/vscode | Instructions file | 195k | yesterday | MIT | A | 5,516 | GitHub Copilot |
| vscode copilot-instructions.mdmicrosoft/vscode | Instructions file | 195k | yesterday | MIT | A | 3,093 | GitHub Copilot |
| deepseek-harness AGENTS.mddeepseek-ai/deepseek-harness | Instructions file | 274k | 2d ago | MIT | A | 4,313 | Codex, OpenCode |