anti-slop-brain

Anti-Slop Brain

Operate the deployed vault first. Treat CODEX.md, wiki/hot.md, and wiki/index.md as vault-root-relative paths, where the vault root is the directory passed to --vault or opened in Obsidian. In this repo, the template vault root is assets/template-brain/ and the demo vault root is examples/sample-vault/.

Secretary: use agents/anti-slop-secretary.md for grounded answers, claim review, and vault maintenance. That secretary reads the brain first, cites a vault note and an official URL, and stays advisory and read-only.

Commands

/anti-slop-brain new <client-slug> --owner <name>
/anti-slop-brain ingest --vault <path> --file <source>
/anti-slop-brain synthesize --vault <path>
/anti-slop-brain report --vault <path>
/anti-slop-brain visuals --vault <path>
/anti-slop-brain lint --vault <path>
/anti-slop-brain next --vault <path>

Source checkout equivalent:

anti-slop-brain new <client-slug> --owner <name>
anti-slop-brain ingest --vault <path> --file <source>
anti-slop-brain synthesize --vault <path>
anti-slop-brain report --vault <path> --html-only

Required Operating Rules

1. Read <vault>/CODEX.md.
2. Read <vault>/wiki/hot.md.
3. Read <vault>/wiki/index.md.
4. Preserve .raw/ as immutable source material.
5. Never store credentials in the vault.
6. Never make domain-specific claims without dated trustworthy sources.
7. Keep hot, index, overview, and log current.
8. Record research evidence in references/source-ledger.json.
9. Record domain adapter completion in references/adapter-manifest.json.

Script Mapping

• new -> python scripts/scaffold_vault.py
• ingest -> python scripts/ingest_source.py
• synthesize -> python scripts/synthesize_brain.py
• report -> python scripts/render_brain_report.py
• visuals -> python scripts/generate_vault_visuals.py
• lint -> python scripts/lint_vault.py
• next -> python scripts/guide_next_action.py

Quality Gates

• No authorship verdict, ever; this brain reports defects, not origin
• No hard failure on a stylistic marker alone; markers route to structural tests
• No claim about detector accuracy, marker frequency, or prevalence without a current cited source
• No credentials, tokens, or private operator content in repo artifacts
• No model self-grading as a release gate; deterministic scanners re-run after every repair

Do not call this brain market-ready unless scripts/audit_brain.py --require market-ready passes. A scaffold is not a finished brain.

Research Refresh

30 days for model-specific marker cohorts and detector claims; 90 days for corpus studies and regulation; before every release for any numeric claim