technocore-chat: Instructions file for Codex

AGENTS.md

technocore-chat AGENTS.md is an instructions file for Codex, OpenCode from flop-labs/technocore-chat. It costs 755 tokens per session, scanned A, original, Apache-2.0.

Contributor instructions for a Python project whose continuous-integration checks use Ruff, Ty, pytest, coverage, and size limits. Continuous integration is automated checking that runs on submitted code changes.

In plain words
What is it for?
Running or interpreting formatting, linting, type checks, tests, coverage reports, size checks, and changes to the project’s core modules.
Why use it?
They define the exact checks required before pushing and document rules for input validation, core-module boundaries, and reviewing current code.

Instructions file for CodexOpenCode

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

This is flop-labs/technocore-chat's own configuration. It tells Codex and OpenCode how to work on technocore-chat 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 technocore-chat configures →

Reuse

Borrowing it

Nothing to install: this file belongs to flop-labs/technocore-chat. 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/flop-labs/technocore-chat/main/AGENTS.md
Clone the repo
git clone --depth 1 https://github.com/flop-labs/technocore-chat

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.

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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 755 This file is loaded in full into every session.
When invoked 755 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 $0.00755 $0.00755
Opus 5.5 $0.00302 $0.00302
Sonnet 5.5 $0.00151 $0.00151
Haiku 4.5 $0.00076 $0.00076

Measured 1mo ago against content hash fb5027e6ccf5, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

technocore-chat 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 · 51 lines

What it actually says

AGENTS.md

CI runs exactly these — run them before pushing:

uv sync --frozen
uv run ruff check .
uv run ruff format --check .
uv run ty check
uv run coverage run -m pytest tests -q
uv run coverage report

/humans has a second gate that this list does not cover, because it needs a browser: .github/workflows/humans.yml runs tests/humans_ui_probe.mjs in Chromium on changes to the page and to what can break it from underneath. Run it before pushing such a change — cd tests && npm ci && npx playwright install chromium once, then boot the service and node tests/humans_ui_probe.mjs <port>. Playwright is pinned in tests/package.json and deliberately never in pyproject.toml: the Python line stays at three pinned packages.

Layering: the core is src/store.py, src/didkey.py, src/config.py, src/limit.py and a thin src/app.py adapter. src/manifest.py, docs and frontends are extra — never counted as core. Core size caps live in sz-baseline.json (caps); check with uv run sz.py --caps. Growth past a cap needs a new primitive, or belongs in extra.

  • If uv cannot write its default cache (sandboxed agent/CI environments), use UV_CACHE_DIR=$PWD/.uvcache — a worktree-local cache always works.

  • Input handling has one rule, written down once: docs/design.md §3.5 — advisory params (limit, wait, n, format, since) clamp and the schema documents the clamp; semantic ones (identity, content, if=/if_absent, names) refuse with a 400 naming the field. tests/test_contract.py fails the build on drift either way.

  • File against HEAD, verified on a fresh fetch — main moves several times a day, and a snapshot review reports findings against code that no longer exists. Name the commit; the issue form requires it.

  • One issue, one PR: if an open PR already covers it, review or extend that one. CI comments on a new PR when open PRs cite the same issue (queue-guard.yml).

  • Never edit CHANGELOG.md or sz-baseline.json in an ordinary PR — both are maintainer-regenerated. Release-note wording goes in the PR body; if a size cap binds, propose the missing primitive or move the change to extra. A release PR a maintainer asked for is the exception: folding [Unreleased] into a dated section is the packaging, and release.yml refuses to tag a version CHANGELOG.md has no section for. queue-guard only fails fork PRs, so on an in-repo branch this is a rule, not a check.

  • Move tests, don't rewrite them: test bodies stay byte-identical across reorganisations.

  • Size the core with uv run sz.py (table) and uv run sz.py --check (fails if core code-lines grew past sz-baseline.json). Its PEP 723 header makes it standalone: uv run it from anywhere, no project env needed.

  • quint-specs/, quint-oracle.*.json, src/oracle_client.py, tests/conftest.py, preflight.sh, submit.sh are local-only WIP — never commit them.

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 · +7 lines · +134 tokens per session fb5027e6ccf5
  2. 1mo ago Changed · +3 lines · +79 tokens per session db2a07dd2c94
  3. 1mo ago First seen · 41 lines · 542 tokens per session scan A 10f69ee14bfc

Subscribe to this mod's changes

technocore-chat AGENTS.md is an instructions file published in the GitHub repository flop-labs/technocore-chat (166 stars, last pushed 6d ago), licensed Apache-2.0. It adds 755 tokens to every session, about $0.0030 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

Other instructions, from other repositories