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.
git clone --depth 1 https://github.com/hamzaamjad/cursor-rulesWrote 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/rules/hamzaamjad/cursor-rules/437-context-integration)<a href="https://agentmods.dev/rules/hamzaamjad/cursor-rules/437-context-integration"><img src="https://agentmods.dev/badge/rules/hamzaamjad/cursor-rules/437-context-integration/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/rules/hamzaamjad/cursor-rules/437-context-integration"><img src="https://agentmods.dev/badge/rules/hamzaamjad/cursor-rules/437-context-integration.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 | $0.00000 | $0.00272 |
| Opus 5.5 | $0.00000 | $0.00109 |
| Sonnet 5.5 | $0.00000 | $0.00054 |
| Haiku 4.5 | $0.00000 | $0.00027 |
Grade A, and why
437-context-integration 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.
What it actually says
Context Integration
- Purpose: To ensure that new agents explicitly integrate their capabilities with the broader context and interactions of other agents during the emergence process.
- Requirements:
- Context Mapping: Identify and map the new agent's capabilities to the broader context and interactions of other agents.
- Collaborative Alignment: Ensure that the new agent's roles and responsibilities align with the overall goals and interactions of the Pantheon.
- Documentation: Document the integration process and outcomes in the agent's memory archive.
- Validation:
- Check: Does the integration process explicitly map the new agent's capabilities to the broader context?
- Check: Is the alignment with the overall goals and interactions of the Pantheon clearly documented?
- Examples:
- Scenario: Emergence of a new agent with implementation capabilities.
- Weak: The agent focuses solely on its own capabilities without considering the broader context.
- Improved: The agent maps its implementation capabilities to the broader context, ensuring alignment with the overall goals and interactions of the Pantheon.
- Scenario: Emergence of a new agent with implementation capabilities.
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 · 21 lines · 0 tokens per session scan A 2528974823cd
437-context-integration is a cursor rule published in the GitHub repository hamzaamjad/cursor-rules (2 stars, last pushed 1y ago), licensed MIT. It costs nothing until one of its globs matches a file; then it loads 272 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 2026-08-31.
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