ai-session-search: Instructions file for Codex

AGENTS.md

ai-session-search AGENTS.md is an instructions file for Codex, OpenCode from ahundt/ai-session-search. It costs 1,763 tokens per session, scanned A, original, Apache-2.0.

Development instructions for an AI session-search project whose core logic is written in Rust and exposed to Python. They describe supported versions, setup commands, testing, linting, type checking, and the local CI process.

In plain words
What is it for?
Use them when setting up the project, changing Rust or Python code, running focused tests, or checking the full local CI gate.
Why use it?
They provide the project’s required build and verification routine and clarify which language should own each part of the system.

Instructions file for CodexOpenCode

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

This is ahundt/ai-session-search's own configuration. It tells Codex and OpenCode how to work on ai-session-search 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 ai-session-search configures →

Reuse

Borrowing it

Nothing to install: this file belongs to ahundt/ai-session-search. 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/ahundt/ai-session-search/main/AGENTS.md
Clone the repo
git clone --depth 1 https://github.com/ahundt/ai-session-search

Made for: Codex, OpenCode.

Wrote this? Show the measurements

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README.md
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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.

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Per session 1,763 This file is loaded in full into every session.
When invoked 1,763 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 $0.01763 $0.01763
Opus 5.5 $0.00705 $0.00705
Sonnet 5.5 $0.00353 $0.00353
Haiku 4.5 $0.00176 $0.00176

Measured 1mo ago against content hash 306eb941670e, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

ai-session-search 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.

AGENTS.md · 141 lines

How it starts

The opening of the file, as written. The whole thing — 141 lines — stays where its author put it; the contents beside it link to each section on GitHub.

AI Session Search agent guidance

Read by every tool following the AGENTS.md convention. CLAUDE.md imports it, so change it here only.

Rust first: logic, checks, and tooling belong in the crate, and Python carries only the binding surface and the tests that must exercise it.

Setup

Rust 1.88 or newer, CPython 3.12 through 3.14 with the standard GIL (3.12 is the floor; 3.12–3.14 are what CI tests), and uv.

uv sync --locked --all-extras
uv run maturin develop --uv    # abi3 extension into the venv; pytest fails without it

Build

./run_ci_local.sh                                       # host-platform gate, before proposing a commit
cargo test -p ai-session-search <test name>             # focused Rust
uv run pytest tests/<file>.py -k <test name>            # focused Python
cargo clippy --workspace --all-targets --all-features --locked -- -D warnings
uv run ruff check . && uv run mypy ai_session_search tests

The gate reproduces the required Rust, Python, license, and workflow-security commands that use the current host and toolchain. The required CI matrix still owns macOS/Windows and CPython 3.12–3.14 coverage, and registry, path, and Git install pathways. That matrix has caught what a green local gate could not: a test building a file:// URL by string interpolation passed where paths start with a separator and failed on Windows, where the drive letter parses as the URL host.

Linux and the MSRV build are reachable locally without waiting for CI, on any host that runs containers:

./scripts/linux_container_gate.sh                        # ./run_ci_local.sh on Linux
./scripts/linux_container_gate.sh --rust 1.88.0 msrv     # the two commands the msrv job runs
./scripts/linux_container_gate.sh bench-tui              # registered TUI cases on Linux
./scripts/linux_container_gate.sh --platform linux/amd64 # emulated; the default is the host arch

It adds no checks — it runs the ones above inside docker/linux-gate.Dockerfile, so a check never exists in two places. Read a green run for what it covers: Linux build, tests, packaging, and install pathways at the host architecture. It omits cargo-deny, actionlint, and zizmor, which inspect the dependency graph and workflow files and do not vary by host, and on Apple Silicon it covers linux/arm64 unless --platform says otherwise. The host checkout is never mounted: a source snapshot is streamed in and Cargo, uv, and the virtual environment write to container volumes, so a Linux target/ cannot collide with the host toolchain's and a Linux .venv cannot replace the host interpreter's.

Read the full file on GitHub · 141 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. 1mo ago Changed · +27 lines · +425 tokens per session 306eb941670e
  2. 1mo ago First seen · 114 lines · 1,338 tokens per session scan A ee98f44f263e

Subscribe to this mod's changes

ai-session-search AGENTS.md is an instructions file published in the GitHub repository ahundt/ai-session-search (50 stars, last pushed 2d ago), licensed Apache-2.0. It adds 1,763 tokens to every session, about $0.0071 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 2026-08-30.

Related

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