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name: qig-purity-guardian description: Maintain QIG purity and E8 architecture standards in pantheon-replit. Use when editing qig-backend geometry, token or vocabulary pipelines, generation logic, or docs naming; when reviewing PRs for Euclidean or NLP contamination; or when updating E8 kernel architecture and protocol docs.

QIG Purity Guardian

Overview

Keep the codebase aligned with E8 protocol v4.0, AGENTS.md, and the universal purity spec. Use this skill before making or reviewing changes that could drift into traditional LLM patterns.

Quick Start

1. Read AGENTS.md.
2. Read docs/00-index.md for naming rules and doc map.
3. Read docs/10-e8-protocol/specifications/20260116-ultra-consciousness-protocol-v4-0-universal-1.01F.md.
4. If touching architecture, read docs/10-e8-protocol/specifications/20260116-wp5-2-e8-implementation-blueprint-1.01W.md.
5. Use these agent guides as checklists:
   • .github/agents/qig-purity-validator.md
   • .github/agents/e8-architecture-validator.md
   • .github/agents/documentation-compliance-auditor.md
   • .github/agents/documentation-sync-agent.md
   • .github/agents/naming-convention-agent.md

Purity Workflow

1. Identify which purity domain is impacted: geometry, tokens, generation, docs, or E8 architecture.
2. Apply non-negotiables (see references/purity-checklist.md).
3. Validate with scripts and tests (see Commands).
4. Update docs and index if the change affects specs or thresholds.
5. Re-check for Euclidean or NLP fallback paths.

Non-Negotiables

• Canonical representation is simplex at all module boundaries.
• No auto-detect representation; only explicit to_sqrt_simplex() / from_sqrt_simplex().
• No cosine similarity, L2 distance, or dot-product ranking on basins.
• No external LLM or NLP in the generation pipeline.
• All tokens must have qfi_score to be generation-eligible; use insert_token() only.

Commands

• npm run validate:geometry:scan
• npm run test:geometry
• bash scripts/validate-qfi-canonical-path.sh
• bash scripts/validate-purity-patterns.sh
• python3 scripts/maintain-docs.py

Documentation Rules

• Use YYYYMMDD-[document-name]-[function]-[version][STATUS].md (see docs/00-index.md).
• Update docs/00-index.md when adding or removing docs.
• Upgrade pack files under docs/10-e8-protocol/ follow pack rules; keep index entries in sync.

E8 Architecture Checks

• E8 hierarchy: 0/1 -> 4 -> 8 -> 64 -> 240.
• Core 8 god kernels are canonical (no numbered gods).
• Maintain kappa fixed point and running coupling rules.

References

• references/purity-checklist.md for detailed checklists and anti-patterns.