Borrowing it
Nothing to install: this file belongs to mrslimslim/gpt-image-canvas. 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/mrslimslim/gpt-image-canvas/main/AGENTS.mdgit clone --depth 1 https://github.com/mrslimslim/gpt-image-canvasWrote 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/mrslimslim/gpt-image-canvas/agents-md)<a href="https://agentmods.dev/instructions/mrslimslim/gpt-image-canvas/agents-md"><img src="https://agentmods.dev/badge/instructions/mrslimslim/gpt-image-canvas/agents-md.svg" alt="Measured on agentmods" 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 | $0.00710 | $0.00710 |
| Opus 5 | $0.00355 | $0.00355 |
| Sonnet 5 | $0.00142 | $0.00142 |
| Haiku 4.5 | $0.00071 | $0.00071 |
Grade A, and why
gpt-image-canvas 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 8d 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 — 51 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Repository Notes
Package Management
- Use
pnpm install; the package manager is pinned to[email protected]. - Root scripts delegate to workspace packages:
pnpm dev,pnpm api:dev,pnpm web:dev,pnpm typecheck,pnpm build, andpnpm start.
Workspace Map
- API app:
apps/api. - Web app:
apps/web. - Shared contracts:
packages/shared.
Required Verification
- Before completing a story, run
pnpm typecheckandpnpm build. - UI stories require browser verification against the running app. Run
pnpm devand open the Vite web app, usuallyhttp://localhost:5173. - Post-change verification must be delegated to a subagent running in an independent context whenever the agent environment supports subagents.
- The verification subagent should run the relevant checks, report exact commands and outcomes, and avoid editing implementation files unless explicitly assigned.
- Do not mark a story complete until the subagent verification has passed, or until any blocker is clearly documented with the failing command and error summary.
- If verification fails, fix the issue in the main implementation context, then ask the subagent to rerun the affected checks from a fresh independent context.
Documentation Map
- Read
docs/PRODUCT_SENSE.mdbefore changing product behavior, onboarding, Gallery, provider configuration, or Agent workflows. - Read
docs/DESIGN.mdanddocs/FRONTEND.mdbefore UI work inapps/web. - Read
docs/design-docs/interaction-quality.mdfor UI polish and micro-interaction work. - Read
docs/PLANS.mdbefore writing product specs, execution plans, Ralph PRDs, or multi-story task breakdowns. - Read
docs/RELIABILITY.mdanddocs/SECURITY.mdbefore API, storage, provider, Docker, SQLite, asset, secret, or local data work.
Native Dependencies
- After switching Node versions, rebuild native API dependencies if
better-sqlite3reports aNODE_MODULE_VERSIONmismatch:pnpm --filter @gpt-image-canvas/api rebuild better-sqlite3 --stream.
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.
- 8d ago First seen · 51 lines · 710 tokens per session scan A c82a7909a6ce
gpt-image-canvas AGENTS.md is an instructions file published in the GitHub repository mrslimslim/gpt-image-canvas (728 stars, last pushed 12d ago), licensed MIT. It adds 710 tokens to every session, about $0.0036 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.
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