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 commands/danielmiessler/paiplugin/load-dynamic-requirementsgit clone --depth 1 https://github.com/danielmiessler/PAIPluginWhat 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 | $0.00000 | $0.02847 |
| Opus 5 | $0.00000 | $0.01424 |
| Sonnet 5 | $0.00000 | $0.00569 |
| Haiku 4.5 | $0.00000 | $0.00285 |
Grade A, and why
load-dynamic-requirements 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 2d 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 — 388 lines — stays where its author put it; the contents beside it link to each section on GitHub.
load-dynamic-requirements
DYNAMIC REQUIREMENTS LOADING INSTRUCTIONS
🚨🚨🚨 STEP 0: MANDATORY BASE CONTEXT LOAD - DO THIS IMMEDIATELY! 🚨🚨🚨
YOU MUST IMMEDIATELY EXECUTE THE FOLLOWING READ COMMAND:
read ${PAI_DIR}/PAI.md
THIS IS AN IMPERATIVE DIRECTIVE - EXECUTE IT NOW!
- ⛔ STOP! Do not continue reading until you execute the read command above
- ⛔ The variable ${PAI_DIR} resolves to the PAI_DIRECTORY folder
- ⛔ This context MUST be loaded before ANY other action
- ✅ EXECUTE THE READ COMMAND IMMEDIATELY using the Read tool
Note: ${PAI_DIR} is an environment variable that points to the PAI_DIRECTORY folder
🚧 HALT AND EXECUTE THE READ COMMAND BEFORE PROCEEDING 🚧
🚨 OVERVIEW: TWO TYPES OF DYNAMIC LOADING
This system dynamically loads TWO types of resources based on user intent:
- CONTEXT FILES - Domain-specific knowledge and instructions
- AGENTS - Specialized task performers
🚨 CRITICAL: HOW TO INTERPRET THESE INSTRUCTIONS
YOU MUST understand the SEMANTIC MEANING of the user's prompt, not search for exact string matches.
When you receive a user prompt:
- PARSE the prompt to understand its INTENT and MEANING
- THINK about which category below matches what the user is REALLY asking for
- DO NOT do string matching - the examples are to help you understand the TYPE of request
- LOAD the appropriate context based on semantic understanding
- FOLLOW the instructions for that category immediately
Examples of semantic understanding:
- User says "help me with my site" → This MEANS website context (even without the word "website")
- User says "what's new with AI" → This MEANS research context (even without the word "research")
- User says "how's the business doing" → This MEANS Unsupervised Learning context
- User says "I need to understand X" → This MEANS research context
- User says "fix this issue" → Could mean website, development, or debugging based on context
The patterns below are EXAMPLES to guide your semantic understanding, NOT exact strings to match.
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.
- 2d ago First seen · 388 lines · 0 tokens per session scan A b27fea7f785b
load-dynamic-requirements is a command published in the GitHub repository danielmiessler/PAIPlugin (56 stars, last pushed 9mo ago), licensed MIT. It costs nothing until one of its globs matches a file; then it loads 2,847 tokens. 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 2026-08-30.
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