Borrowing it
Nothing to install: this file belongs to yuqie6/ProductFlow. 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/yuqie6/ProductFlow/main/AGENTS.mdgit clone --depth 1 https://github.com/yuqie6/ProductFlowWrote 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/yuqie6/productflow/agents-md)<a href="https://agentmods.dev/instructions/yuqie6/productflow/agents-md"><img src="https://agentmods.dev/badge/instructions/yuqie6/productflow/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/yuqie6/productflow/agents-md"><img src="https://agentmods.dev/badge/instructions/yuqie6/productflow/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 | $0.01190 | $0.01190 |
| Opus 5.5 | $0.00476 | $0.00476 |
| Sonnet 5.5 | $0.00238 | $0.00238 |
| Haiku 4.5 | $0.00119 | $0.00119 |
Grade A, and why
ProductFlow 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.
How it starts
The opening of the file, as written. The whole thing — 73 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Trellis Instructions
These instructions are for AI assistants working in this project.
This project is managed by Trellis. The working knowledge you need lives under .trellis/:
.trellis/workflow.md— development phases, when to create tasks, skill routing.trellis/spec/— package- and layer-scoped coding guidelines (read before writing code in a given layer).trellis/workspace/— per-developer journals and session traces.trellis/tasks/— active and archived tasks (PRDs, research, jsonl context)
If a Trellis command is available on your platform (e.g. /trellis:finish-work, /trellis:continue), prefer it over manual steps. Not every platform exposes every command.
If you're using Codex or another agent-capable tool, additional project-scoped helpers may live in:
.agents/skills/— reusable Trellis skills.codex/agents/— optional custom subagents
Managed by Trellis. Edits outside this block are preserved; edits inside may be overwritten by a future trellis update.
Repository Guidelines
Project Structure & Module Organization
ProductFlow is a private single-merchant workspace. The backend lives in backend/src/productflow_backend/ and uses clear layers: presentation/ for FastAPI routes and schemas, application/ for use cases, domain/ for enums/core concepts, and infrastructure/ for database, storage, queues, text/image providers, and poster rendering. Alembic migrations are in backend/alembic/versions/; backend tests are in backend/tests/. The React/Vite app lives in web/src/, with pages in web/src/pages/, shared UI in web/src/components/, and API/type helpers in web/src/lib/. Product and architecture notes live in docs/.
Build, Test, and Development Commands
Use the root justfile whenever possible:
just backend-install— install backend dependencies withuvdev extras.docker compose up -d— start local PostgreSQL and Redis.just backend-migrate— apply Alembic migrations with dev env vars.just backend-run— run the FastAPI API on the dev port.just backend-worker— run Dramatiq workers for async jobs.just backend-test— run backend pytest tests.just web-install— install frontend dependencies with pnpm.just web-dev— run Vite with the API proxy configured.just web-build— type-check and build the frontend.
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 · 73 lines · 1,190 tokens per session scan A 225a564e6307
ProductFlow AGENTS.md is an instructions file published in the GitHub repository yuqie6/ProductFlow (307 stars, last pushed 19d ago), licensed MIT. It adds 1,190 tokens to every session, about $0.0048 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.
Other instructions, from other repositories
vscode buildNext.instructions.md
Working notes and architecture documentation for the new esbuild-based build system in build/next. Use when making changes to the new build pipeline (transpile/bundle commands, NLS plugin, source-map handling, resource copying, or self-hosting watch tasks).
next.js AGENTS.md
AGENTS.md instructions for vercel/next.js, covering next.js development guide, codebase structure, monorepo overview, core package: packages/next and other important packages.
vscode oss-third-party-notices.instructions.md
Instructions for microsoft/vscode, covering vs code oss third-party-notices pipeline, architecture, pipeline flow in ci, cache eligibility and rollout and applying the notice (cutover).
langchain AGENTS.md
AGENTS.md instructions for langchain-ai/langchain, covering global development guidelines for the langchain monorepo, corridor security analysis, project architecture and context, monorepo structure and development tools & commands.
vscode copilot-instructions.md
Copilot instructions for microsoft/vscode, covering vs code copilot instructions, project overview, root folders, core architecture (src/ folder) and built-in extensions (extensions/ folder).
vscode model-prompts.instructions.md
Model-specific prompt authoring and registry guidelines.