Borrowing it
Nothing to install: this file belongs to DrDroidLab/TestTrout. 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/DrDroidLab/TestTrout/main/AGENTS.mdgit clone --depth 1 https://github.com/DrDroidLab/TestTroutWrote 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/drdroidlab/testtrout/agents-md)<a href="https://agentmods.dev/instructions/drdroidlab/testtrout/agents-md"><img src="https://agentmods.dev/badge/instructions/drdroidlab/testtrout/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/drdroidlab/testtrout/agents-md"><img src="https://agentmods.dev/badge/instructions/drdroidlab/testtrout/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 | $0.00967 | $0.00967 |
| Opus 5.5 | $0.00387 | $0.00387 |
| Sonnet 5.5 | $0.00193 | $0.00193 |
| Haiku 4.5 | $0.00097 | $0.00097 |
Grade A, and why
TestTrout 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.
How it starts
The opening of the file, as written. The whole thing — 82 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Notes for coding agents
Setting this tool up on a project? Follow docs/setup.md top
to bottom. Driving it once set up? The skill at
.claude/skills/qa-agent/SKILL.md covers the workflow.
The short version
trout scan --json # 1. no API key, no network, safe on any repo
# 2. write a gitignored .env with credentials
trout init --yes --url <URL> --no-disposable --role owner --role member
trout doctor --json # verify; exits non-zero and says what is missing
trout probe --role owner --json # needs: playwright install chromium
trout intent --draft --json # or --describe "..." / --from FILE
trout plan --json # what is possible, and what is missing
trout gaps --json # deterministic; no model, no key
trout propose --json -n 5 # drafts only — never auto-approve
trout scenarios --json
trout approve <id> # only when the user has chosen
trout generate --json
trout run --json # read `status` before `results`
Or use the MCP server instead of shelling out:
pip install 'testtrout[mcp]' && trout mcp /path/to/project
There is also an app (trout up) over the same state — storage, a worker, and a
web interface — if the user prefers a screen. It can hold several repositories at
once. The CLI and MCP work identically whether or not it is running.
Rules
- Always use
--json. Every command supports it. Never parse rendered output. trout doctor --jsonfirst whenever something fails. It reports exactly what is missing, so guessing is never necessary.- Default to
--no-disposable. Only mark a deployment disposable when the user confirms its data can be destroyed. Writes against a non-disposable deployment are blocked at the network layer — that guard is the reason this is safe to point at production, so do not disable it to "make the probe work". - Never write a secret into
.trout/config.yaml. It is committed. Useenv:NAMEreferences and put values in.env. - Two test users minimum. Authorization tests need a second account to be possible at all.
- Surface the
table_without_rlswarning to the user immediately. It means data is world-writable through the browser. It is usually news. - Approval belongs to the user. Propose; do not approve on their behalf.
- Quote
criticality_reasonsand gapreasonsrather than re-deriving your own ranking. They are deterministic and auditable; your restatement is not. - Never edit generated test files. They are build artifacts, overwritten
on every
trout generate. Edit the scenario.yamland regenerate. - A scenario with open questions cannot be approved, and that is correct. Approving it yields a test that passes vacuously. Surface the question to the user instead.
- On a run, read
statusfirst.inconclusivemeans the run says nothing about the product — do not report it as a pass or a failure. Onlyassertion_failureis a product signal;auth_failureandenvironment_failureare about the harness. - Never disable database isolation or the substitution boundary to make a run go green. Both exist to stop a test run destroying real data or charging a real card.
- Report blocked gaps as work, not as failures.
needs_two_roles,unreachable, andunresolved_tableeach name a specific thing the user can fix in under a minute.
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.
- 2mo ago First seen · 82 lines · 967 tokens per session scan A 8cf7162b668f
TestTrout AGENTS.md is an instructions file published in the GitHub repository DrDroidLab/TestTrout (0 stars, last pushed 2mo ago), licensed Apache-2.0. It adds 967 tokens to every session, about $0.0039 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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