encyclopedia backbone. Promotion is gated by `research_loop.py promote-mechanisms` with a recorded reviewer; ledgers live under `researcher/mechanisms/ledgers/`.
- Claim provenance for numeric or volatile claims lives in `researcher/claims/index.jsonl`. Add an entry
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before claiming one, label honestly, make tests exercise the code they cover — and what will be closed rather than reviewed.
Per-module instructions live in `core/ /.claude/CLAUDE.md`, each with
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state or explicitly
CLI-managed host configuration; explain that ownership boundary. Other internal
filesystem code uses `internal/vfs` and validates paths.
- If FileIO lacks a host-local tree operation, prefer
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without storage duplication.
### Delegation Guidelines for this Repository
- **Mandatory TDD Review:** When delegating any task that involves modifying code or architecture, explicitly instruct the invoked subagent or skill to read
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follow its links to the relevant pages.
- Treat source code and tests as authoritative. A brief's unknowns and review items are verification gaps, not automatic requirements.
- Prefer the narrowest
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agent answers for what it opens and for its review comments.
2. **Check, then claim.** Before writing code, read the issue comments, search pull requests for `#N` and the keywords
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crate README.
2. **Plan tests first.** Write down the acceptance test before writing code.
3. **Implement and test.**
4. **Verify.** Run all gates (`cargo xtask ci`). For UI work
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AGENTS.md
Instructions for any AI coding agent (Claude, Copilot, Cursor, OpenCode, etc.) working in this
repository. The checklist below is the canonical set of rules for changes to `README.md`.
CodeRabbit
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configuration
```
## 11. Constructing a Pull Request
Marlin accepts AI-assisted code (see `.github/contributing.md`). It must be sensible and reviewable. Follow these rules when preparing a PR.
### Scope and size
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extend them compatibly instead of duplicating, rewriting or wrapping equivalent behavior. Add new code only for a demonstrated gap, respect runtime boundaries, and remove superseded implementations rather than keeping parallel
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contribution guidelines that require human review and ownership of every submission.
- The human is responsible for every line of the diff — code and text.
- AI-generated footers (like "Generated with
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agent answers for what it opens and for its review comments.
2. **Check, then claim.** Before writing code, read the issue comments, search pull requests for `#N` and the keywords
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just setup` to prepare the relevant dependencies.
Human coders should periodically review this file and manually migrate stable, human-facing guidance into the real documentation website under `packages/web
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spec.md` is what and why and is reviewer-visible; `plan.md` is how, and a codereviewer must not read it — a reviewer who knows the intended approach checks the code
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templates, examples, and
documents, translated into 115 locales, plus a SvelteKit website and Claude
Code skills.
**Read [spec/](spec/README.md) first. It is the single source of truth.** If
this file
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changes under `site/src/`, also read [FRONTEND_PATTERNS.md](.claude/docs/FRONTEND_PATTERNS.md). When you modify frontend code under `site/`, run the [frontend-deep-review skill](.claude/skills/frontend-deep-review/SKILL.md) and fix every `blocking` and `should-fix` finding before
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guards, and upstream type fixes over assertions or non-null assertions.
- Match errors by code or HTTP status, not message text.
- Match patterns in the same file before introducing
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