Borrowing it
Nothing to install: this file belongs to jscott3201/aionforge-memory. 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/jscott3201/aionforge-memory/development/AGENTS.mdgit clone --depth 1 https://github.com/jscott3201/aionforge-memoryWrote 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/jscott3201/aionforge-memory/agents-md)<a href="https://agentmods.dev/instructions/jscott3201/aionforge-memory/agents-md"><img src="https://agentmods.dev/badge/instructions/jscott3201/aionforge-memory/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/jscott3201/aionforge-memory/agents-md"><img src="https://agentmods.dev/badge/instructions/jscott3201/aionforge-memory/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 | $0.01616 | $0.01616 |
| Opus 5.5 | $0.00646 | $0.00646 |
| Sonnet 5.5 | $0.00323 | $0.00323 |
| Haiku 4.5 | $0.00162 | $0.00162 |
Grade A, and why
aionforge-memory 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 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.
How it starts
The opening of the file, as written. The whole thing — 165 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Agent Guide for Aionforge Memory
Aionforge Memory is a Rust long-term memory layer for AI agents. It stores
episodes, facts, notes, skills, bad patterns, core memory, addressed agent/team
messages, and audit events in
selene-db, then retrieves relevant context with lexical anchors, vector search,
graph traversal, recency, importance, and trust signals.
Use this file as a codebase navigation guide. Keep private process notes, secrets, transcripts, and local-only preferences out of this repository.
Start Here
README.mdexplains the public product scope, installation paths, MCP server, Docker usage, and Rust library entry point.docs/README.mdis the documentation map for subsystem behavior.Cargo.tomlis the workspace map and contains the intended crate layering..github/workflows/ci.ymlis the source of truth for PR validation.CONTRIBUTING.mdis the human onboarding guide: environment setup, the branch/release model, the commit convention, and the pre-PR gate block..github/pull_request_template.mdand.github/ISSUE_TEMPLATE/carry the PR and issue (bug, feature, RFC/design) forms.
Local scratch or planning directories may exist in some checkouts under _*/.
They are not part of the public codebase contract. Prefer the tracked README,
docs/, crates/, scripts, and CI configuration when deciding how the project
works.
Workspace Layout
The workspace is intentionally layered and acyclic:
crates/aionforge-domain: memory-kind types and contract traits; no I/O.crates/aionforge-store:selene-dbstorage adapter, shared graph, and persistence. This is the only crate that should nameselene-dbtypes.crates/aionforge-config: layered file, environment, and flag configuration, including the[auth](OAuth resource-server posture) and[server](Streamable HTTP bind/allow-list) blocks.crates/aionforge-auth: OIDC/JWKS discovery and an RS256-pinned JWT validator (OAuth resource-server support; default-off).crates/aionforge-embed: OpenAI-compatible embedding and rerank client.crates/aionforge-capture: fast capture path, redaction, injection filtering, deduplication, embedding, and provenance recording.crates/aionforge-retrieval: hybrid recall, router, rank fusion, graph signals, and rendered recall bundles.crates/aionforge-consolidate: deterministic background consolidation, entity/fact extraction, supersession, contradiction quarantine, and notes.crates/aionforge-procedural: skills-as-data and bad-pattern memory.crates/aionforge-trust: namespaces, provenance, signed writes, audit signing, trust, CRDT merge, and promotion support.crates/aionforge-forget: decay, soft forgetting, erasure, identity, and drift support.crates/aionforge-security: privacy filters, untrusted recall tagging, cross-family guards, and security helpers.crates/aionforge-redteam: security acceptance probes and structured reports.crates/aionforge-engine: facade that composes subsystems and enforces cross-cutting policy.crates/aionforge: public Rust library API.crates/aionforge-mcp: MCP server surface.crates/aionforge-cli: theaionforgebinary.plugins/aionforge-memory: agent plugin package and client-facing assets.
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 · 165 lines · 1,616 tokens per session scan A 2b80b27f4be3
aionforge-memory AGENTS.md is an instructions file published in the GitHub repository jscott3201/aionforge-memory (11 stars, last pushed 3mo ago), licensed Apache-2.0. It adds 1,616 tokens to every session, about $0.0065 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.
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