Borrowing it
Nothing to install: this file belongs to Mark393295827/graph-engineering-architectures. 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/Mark393295827/graph-engineering-architectures/main/AGENTS.mdgit clone --depth 1 https://github.com/Mark393295827/graph-engineering-architecturesWrote 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/mark393295827/graph-engineering-architectures/agents-md)<a href="https://agentmods.dev/instructions/mark393295827/graph-engineering-architectures/agents-md"><img src="https://agentmods.dev/badge/instructions/mark393295827/graph-engineering-architectures/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/mark393295827/graph-engineering-architectures/agents-md"><img src="https://agentmods.dev/badge/instructions/mark393295827/graph-engineering-architectures/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 | $0.00459 | $0.00459 |
| Opus 5.5 | $0.00184 | $0.00184 |
| Sonnet 5.5 | $0.00092 | $0.00092 |
| Haiku 4.5 | $0.00046 | $0.00046 |
Grade A, and why
graph-engineering-architectures 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 2mo 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 — 51 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Graph Engineering Architectures - Agent Instructions
This repository is a focused extraction of the Graph Engineering architecture and its adjacent execution contracts.
Scope
- Graph Engineering owns bounded static DAG topology, typed edges, explicit joins, single writers, deterministic readiness, durable graph state, and node-local recovery.
- Loop Engineering owns temporal repetition.
- Agent Teams Command owns process ownership, IPC, isolated work, integration, and cleanup.
- Harness Engineering owns scheduling, permissions, leases, tools, observability, and production recovery.
- Context Manager owns context budgets, checkpoints, and payload transfer.
- Verify Before Claim owns evidence gates and completion claims.
- OODA Core is a node-local adaptation example, not graph topology.
Do not add dynamic graph expansion, graph cycles, hidden joins, overlapping writers, unbounded retries, or whole-graph replay as a convenience.
Change Contract
- Update
architecture-manifest.jsonwhen an architecture, relationship, or supporting asset changes. - Preserve upstream provenance for copied files.
- Give every new graph behavior a finite budget, objective verifier, failure status, recovery path, and durable receipt.
- Keep Graph, Loop, Teams, and Harness responsibilities MECE.
- Add or update tests before claiming an invariant.
Required Checks
python -m unittest discover -s tools -p "test_*.py" -v
python -m unittest discover -s experiments/graph-engineering/tests -p "test_*.py" -v
python skills/graph-engineering/scripts/validate_graph_contract.py `
skills/graph-engineering/references/diamond-graph-example.json --strict
python skills/graph-engineering/scripts/validate_graph_contract.py `
blueprint/default-blueprint.json --strict
python tools/graph_admission_gate.py blueprint/default-blueprint.json --strict
python tools/validate_dynamic_contracts.py --strict
python skills/loop-engineering/scripts/validate_loop_contract.py `
skills/loop-engineering/references/ci-repair-loop-example.md --strict
node --test blueprint/model.test.js
node core/ooda/ooda_loop.test.js
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.
- 2mo ago First seen · 51 lines · 459 tokens per session scan A e83f44ac50c0
graph-engineering-architectures AGENTS.md is an instructions file published in the GitHub repository Mark393295827/graph-engineering-architectures (3 stars, last pushed 2mo ago), licensed MIT. It adds 459 tokens to every session, about $0.0018 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.
graph-engineering-architectures AGENTS.md compared with instructions from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| graph-engineering-architectures AGENTS.mdMark393295827/graph-engineering-architectures | Instructions file | 3 | 2mo ago | MIT | A | 459 | Codex, OpenCode |
| vscode buildNext.instructions.mdmicrosoft/vscode | Instructions file | 195k | today | MIT | A | 9,719 | GitHub Copilot |
| next.js AGENTS.mdvercel/next.js | Instructions file | 143k | today | MIT | A | 7,461 | Codex, OpenCode |
| vscode oss-third-party-notices.instructions.mdmicrosoft/vscode | Instructions file | 195k | today | MIT | A | 5,516 | GitHub Copilot |
| langchain AGENTS.mdlangchain-ai/langchain | Instructions file | 149k | today | MIT | A | 4,680 | Codex, OpenCode |
| vscode copilot-instructions.mdmicrosoft/vscode | Instructions file | 195k | today | MIT | A | 3,093 | GitHub Copilot |
| deepseek-harness AGENTS.mddeepseek-ai/deepseek-harness | Instructions file | 275k | 3d ago | MIT | A | 4,313 | Codex, OpenCode |