fmpl: Instructions file for Codex

AGENTS.md

fmpl AGENTS.md is an instructions file for Codex, OpenCode from nnunley/fmpl. It costs 1,434 tokens per session, scanned A, original, MIT.

A set of instructions for developing FMPL, a streaming-first programming language and its interpreter. It describes the language pipeline from source code through parsing and compilation to a virtual machine that runs the result.

In plain words
What is it for?
It is for making safe changes to FMPL’s parser, compiler, intermediate representation, bytecode, and virtual machine while following the project’s design principles.
Why use it?
It gives the coding agent the project’s non-negotiable design rules, file orientation, build commands, tests, and known limitations before changes are made.

Instructions file for CodexOpenCode

Written for Codex and OpenCode: the file is AGENTS.md. Also seen: mentions AGENTS.md.

This is nnunley/fmpl's own configuration. It tells Codex and OpenCode how to work on fmpl itself, so it is not a mod to install elsewhere. Copy it as a starting point and replace the rules that are about this project. Everything fmpl configures →

View source ↗ nnunley/fmpl
Reuse

Borrowing it

Nothing to install: this file belongs to nnunley/fmpl. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.

Copy the file
curl -O https://raw.githubusercontent.com/nnunley/fmpl/main/AGENTS.md
Clone the repo
git clone --depth 1 https://github.com/nnunley/fmpl

Made for: Codex, OpenCode.

Wrote this? Show the measurements

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Per session 1,434 This file is loaded in full into every session.
When invoked 1,434 The same file — it is already loaded in full.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin original No closer match found in the catalogue.
Token cost

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.

ModelPer sessionOnce invoked
Fable 5.1 $0.01434 $0.01434
Opus 5.5 $0.00574 $0.00574
Sonnet 5.5 $0.00287 $0.00287
Haiku 4.5 $0.00143 $0.00143

Measured 2mo ago against content hash 2d3e4e204f93, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

fmpl 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.

AGENTS.md · 108 lines

How it starts

The opening of the file, as written. The whole thing — 108 lines — stays where its author put it; the contents beside it link to each section on GitHub.

AGENTS.md

Workflow rules and gotchas for working in this repo. Codebase inventory, key-file locations, and doc pointers live in DEV.md.

Design Principles (read first)

Durable invariants live in docs/design-principles.md. These override iteration scope when in conflict. If you are about to make a change that would violate a principle, stop — the principle wins, the change needs to be reframed. Currently captured: metacircular bootstrap (DESIGN-001), single canonical list-form for structured data (DESIGN-002), symbols for type names (DESIGN-003), tree-based IR with named temporaries (DESIGN-004), grammar inheritance deferred (DESIGN-005).

Orientation

FMPL is a streaming-first DSL for AI agents: prototype objects, OMeta-style PEG grammars, pattern matching via @, and an Indexed RPN bytecode VM.

  • Core flow: Source → Lexer (logos) → Parser → AST → Compiler → Indexed RPN bytecode → VM
  • Bootstrap pipeline: ast::parse(source) → ast @ ast_to_ir.expr → ir::compile(ir) → code::eval(code) — the FMPL-in-FMPL path being built toward self-hosting
  • Current limitations are tracked in docs/known-gaps.md, grouped by root cause.

Build & Test

just build                       # REQUIRED build: bootstraps the FMPL-generated parser, then builds
just test                        # full suite with the canonical parser active
cargo test -p fmpl-core <name>   # targeted test during development
just repl                        # REPL (dot-prefixed commands: .help, .quit)
just web                         # web server (port 3000)
just tui                         # TUI (Ctrl+L for LLM chat)
  • Plain cargo build silently uses the Rust fallback parser, not the canonical FMPL-generated one. Use just build (or run the two bootstrap steps in README). canonical_pipeline_parity fails loudly if the fallback is active.
  • Changing parser codegen (ir_to_rust.rs) or anything the generated parser embeds? Read the bump policy in fmpl-core/src/parser_epoch.rs and bump PARSER_EPOCH.
  • Feature flags: fjall-persistence (durable storage), trampolined-grammar (bounded stack), cross_compile (dormant — needs the external execution_tape crate, see Cargo.toml comments).
  • Test helpers: eval(&mut vm, source) for VM tests, parse(source) for parser tests; wiremock for async HTTP tests (see tests/async_curl.rs).

Read the full file on GitHub · 108 lines

Changes

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.

  1. 2mo ago First seen · 108 lines · 1,434 tokens per session scan A 2d3e4e204f93

Subscribe to this mod's changes

fmpl AGENTS.md is an instructions file published in the GitHub repository nnunley/fmpl (5 stars, last pushed 28d ago), licensed MIT. It adds 1,434 tokens to every session, about $0.0057 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.

Related

fmpl AGENTS.md compared with instructions from other repositories

fmpl AGENTS.md next to 6 instructions from other repositories
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deepseek-harness AGENTS.mddeepseek-ai/deepseek-harnessInstructions file274k2d agoMITA4,313Codex, OpenCode