Borrowing it
Nothing to install: this file belongs to jirathip-dev/morsel. 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/jirathip-dev/morsel/main/CLAUDE.mdgit clone --depth 1 https://github.com/jirathip-dev/morselWrote 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/jirathip-dev/morsel/claude-md)<a href="https://agentmods.dev/instructions/jirathip-dev/morsel/claude-md"><img src="https://agentmods.dev/badge/instructions/jirathip-dev/morsel/claude-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/jirathip-dev/morsel/claude-md"><img src="https://agentmods.dev/badge/instructions/jirathip-dev/morsel/claude-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 | $0.00385 | $0.00385 |
| Opus 5.5 | $0.00154 | $0.00154 |
| Sonnet 5.5 | $0.00077 | $0.00077 |
| Haiku 4.5 | $0.00038 | $0.00038 |
Grade A, and why
morsel CLAUDE.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.
What it actually says
AGENTS.md — context for agents working in this repo
What this project is
Morsel is an MCP-first, camera-first food tracker. The product is a data store + dashboard + agent skill; there is no in-app chat and no in-app AI. The user logs by chatting with Claude/ChatGPT and uploading a food photo; the assistant's agent calls Morsel's MCP tools to write structured nutrition data.
Where the source of truth lives
- The tool contract =
docs/MCP_TOOLS.mdandpackages/schema/food-types.ts. When the contract changes, edit the schema FIRST; the server and the agent skill derive from it. Do not hand-edit tool implementations until they drift. - The data model =
db/migrations/*.sql(canonical) +docs/DATA_MODEL.md. - Architecture =
docs/ARCHITECTURE.md.
Conventions
- Server = Bun + Hono + MCP SDK over streamable HTTP. App = SwiftUI. Store = Supabase: Postgres + Auth + RLS + Storage (food images).
- Every table is user-scoped and guarded by RLS (
auth.uid() = user_id). The MCP server authenticates with the user's access token so policies apply. - Keep the tool set small and talkative: agents work better with clear, few tools than many overlapping ones.
- A feature is not done until all three describe it: the MCP tool schema, the agent skill, and the dashboard rendering what it produced.
Rules
- Never publish, push, or open issues/PRs without explicit human approval.
- Read
docs/DATA_MODEL.mdanddocs/MCP_TOOLS.mdbefore writing any code.
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 · 29 lines · 385 tokens per session scan A a7a41b12ac77
morsel CLAUDE.md is an instructions file published in the GitHub repository jirathip-dev/morsel (0 stars, last pushed 7d ago), licensed MIT. It adds 385 tokens to every session, about $0.0015 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.
morsel CLAUDE.md compared with instructions from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| morsel CLAUDE.mdjirathip-dev/morsel | Instructions file | 0 | 7d ago | MIT | A | 385 | Claude Code |
| vscode buildNext.instructions.mdmicrosoft/vscode | Instructions file | 195k | yesterday | MIT | A | 9,719 | GitHub Copilot |
| next.js AGENTS.mdvercel/next.js | Instructions file | 143k | yesterday | MIT | A | 7,461 | Codex, OpenCode |
| langchain AGENTS.mdlangchain-ai/langchain | Instructions file | 149k | yesterday | MIT | A | 4,680 | Codex, OpenCode |
| vscode oss-third-party-notices.instructions.mdmicrosoft/vscode | Instructions file | 195k | yesterday | MIT | A | 5,516 | GitHub Copilot |
| vscode copilot-instructions.mdmicrosoft/vscode | Instructions file | 195k | yesterday | MIT | A | 3,093 | GitHub Copilot |
| deepseek-harness AGENTS.mddeepseek-ai/deepseek-harness | Instructions file | 274k | 2d ago | MIT | A | 4,313 | Codex, OpenCode |