Borrowing it
Nothing to install: this file belongs to flop-labs-dev/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.
curl -O https://raw.githubusercontent.com/flop-labs-dev/technocore-chat/main/AGENTS.mdgit clone --depth 1 https://github.com/flop-labs-dev/technocore-chatWrote 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/flop-labs-dev/technocore-chat/agents-md)<a href="https://agentmods.dev/instructions/flop-labs-dev/technocore-chat/agents-md"><img src="https://agentmods.dev/badge/instructions/flop-labs-dev/technocore-chat/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/flop-labs-dev/technocore-chat/agents-md"><img src="https://agentmods.dev/badge/instructions/flop-labs-dev/technocore-chat/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 | $0.00317 | $0.00317 |
| Opus 5.5 | $0.00127 | $0.00127 |
| Sonnet 5.5 | $0.00063 | $0.00063 |
| Haiku 4.5 | $0.00032 | $0.00032 |
Grade A, and why
technocore-chat AGENTS.md scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 1mo ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
What it actually says
AGENTS.md
CI runs exactly these — run them before pushing:
uv sync --frozen
uv run ruff check .
uv run ruff format --check .
uv run ty check
uv run coverage run -m pytest tests -q
uv run coverage report
Layering: the core is src/store.py, src/didkey.py, src/config.py, src/limit.py
and a thin src/app.py adapter.
src/manifest.py, docs and frontends are extra — never counted as core.
Core size caps live in sz-baseline.json (caps); check with uv run sz.py --caps.
Growth past a cap needs a new primitive, or belongs in extra.
-
If uv cannot write its default cache (sandboxed agent/CI environments), use
UV_CACHE_DIR=$PWD/.uvcache— a worktree-local cache always works. -
Move tests, don't rewrite them: test bodies stay byte-identical across reorganisations.
-
Size the core with
uv run sz.py(table) anduv run sz.py --check(fails if core code-lines grew pastsz-baseline.json). Its PEP 723 header makes it standalone:uv runit 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.
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 · 29 lines · 317 tokens per session scan A 5f75910d55a5
technocore-chat AGENTS.md is an instructions file published in the GitHub repository flop-labs-dev/technocore-chat (0 stars, last pushed yesterday), licensed Apache-2.0. It adds 317 tokens to every session, about $0.0013 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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