git:20260907.ae194c2 to git:20261021.5446ac1

20 added, 35 removed. Audit A to A.

- # development
+ # Development documentation — agent guide
## Overview
- This directory contains documentation and resources for the development subsystem.
-
- **Version**: 1.0
-
- ---
+ Maintainer workflows, repository audit tools and source-bound release evidence live
+ here. [README.md](README.md) routes human contributors; [SPEC.md](SPEC.md) defines
+ this directory's documentation contract. This is not a pipeline runtime module.
## Purpose
- Development workflows, contribution guidelines, and coding standards
-
- This subsystem is part of the broader GNN (Generalized Notation Notation) documentation ecosystem, integrated with the 25-step processing pipeline.
+ Keep commands tied to executable owners and scientific acceptance tied to named
+ source revisions. Use [TO-DO.md](../../TO-DO.md) for current and future scope;
+ historical receipts and fleet logs retain their original epochs.
## Contents
- **Files**: `README.md`, `AGENTS.md`, `agents_readme_review.md`, `agents_readme_triple_review.md`, `thin_orchestrator_pattern.md`, `docs_audit.py`, `rewrite_gnn_doc_links.py`, `docs_audit_report.md` (generated) | **Subdirectories**: none
+ Use the [developer guide](README.md) for task routes, [documentation review](documentation_review.md)
+ for prose and signposting, and [paired custody](fep_lean_paired_revision.md) for
+ manuscript/companion updates. The tree also contains retained JSON receipts and
+ `fleet-logs/`; a hand-maintained file count is not authoritative.
## Quick Navigation
- - **Docs audit**: `uv run --extra dev python docs/development/docs_audit.py` from repo root (`--strict` for CI; failures print per-issue lines on stderr by default, `-q` for summary only); report includes `docs/**/AGENTS.md` orientation checks. See [README.md](README.md#documentation-audit-tooling), [agents_readme_review.md](agents_readme_review.md), [agents_readme_triple_review.md](agents_readme_triple_review.md)
- - **README.md**: [Directory overview](README.md)
- - **GNN Documentation**: [gnn/AGENTS.md](../gnn/AGENTS.md)
- - **Main Documentation**: [docs/README.md](../README.md)
- - **Pipeline Reference**: [src/gnn/AGENTS.md](../../src/gnn/AGENTS.md)
-
- ## Integration with Pipeline
-
- This documentation is integrated with the 25-step GNN processing pipeline:
-
- 1. **Core Processing** (Steps 0-9): GNN parsing, validation, export
- 2. **Simulation** (Steps 10-16): Model execution and analysis
- 3. **Integration** (Steps 17-24): System coordination and output
-
- See [src/gnn/AGENTS.md](../../src/gnn/AGENTS.md) for complete pipeline documentation.
-
- ## Related Resources
-
- **Main GNN Documentation**: [gnn/](../gnn/)
- - [GNN Overview](../gnn/gnn_overview.md)
- - [GNN Quickstart](../gnn/tutorials/quickstart_tutorial.md)
- - [GNN Examples](../gnn/tutorials/gnn_examples_doc.md)
+ - [Documentation audit tooling](README.md#documentation-audit-tooling)
+ - [Contributor handoff](contributor_handoff.md)
+ - [Roadmap implementation contracts](remaining_roadmap_contracts.md)
+ - [Testing](../testing/README.md), [release management](../releases/README.md)
+ - [Main documentation](../README.md), [pipeline owners](../../src/gnn/README.md)
- **Pipeline Architecture**: [src/](../../src/)
- - [Pipeline AGENTS](../../src/gnn/AGENTS.md)
- - [Pipeline README](../../src/gnn/README.md)
+ ## Verification
+ Run the frozen checks in [README.md](README.md#documentation-audit-tooling), the
+ relevant consumer tests, and every applicable source/native/custody gate. Never
+ refresh a receipt by changing its recorded producer identity.