ai-session-search AGENTS.md

ai-session-search AGENTS.md is an instructions file for Codex, OpenCode from ahundt/ai-session-search. It costs 1,338 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.

Install

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.

agentmods
npx agentmods add instructions/ahundt/ai-session-search/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

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.

agentmods badge for ai-session-search AGENTS.md

README.md
[![agentmods](https://agentmods.dev/badge/instructions/ahundt/ai-session-search/agents-md.svg)](https://agentmods.dev/instructions/ahundt/ai-session-search/agents-md)
Your own site
<a href="https://agentmods.dev/instructions/ahundt/ai-session-search/agents-md"><img src="https://agentmods.dev/badge/instructions/ahundt/ai-session-search/agents-md.svg" alt="Measured on agentmods" height="20"></a>
Per session 1,338 This file is loaded in full into every session.
When invoked 1,338 The same file — it is already loaded in full.
Security scan A 0 findings. Scan, not verified.
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 $0.01338 $0.01338
Opus 5 $0.00669 $0.00669
Sonnet 5 $0.00268 $0.00268
Haiku 4.5 $0.00134 $0.00134

Measured 6d ago against content hash ee98f44f263e, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-06, 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 6d 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 · 114 lines

How it starts

The opening of the file, as written. The whole thing — 114 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 the MSRV build, macOS/Windows/Linux 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.

Keep this command map accurate when a required job changes. A missing local command makes a green run mean less than it reads as: cargo doc was absent once, and a public item linking a private one passed locally before failing the hosted rust job. Tools the gate does not install — actionlint, cargo-deny — report named skips and exact pinned install commands; when installed, their versions must match the workflow pins before their results count as hosted-command evidence.

Run the gate with no environment prefix. Never prefix AI_SESSION_SEARCH_RUSTC_WRAPPER=: it exports an empty RUSTC_WRAPPER and disables sccache. Use it only when an inherited wrapper is broken. Before step one the gate prints the wrapper it resolved and whether incremental compilation is on; read that line before concluding a build is slow for another reason.

Read the full file on GitHub · 114 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. 6d 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 (37 stars, last pushed 6d ago), licensed Apache-2.0. It adds 1,338 tokens to every session, about $0.0067 per session on Opus 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.