CLAUDE.md

1# CLAUDE.md
2 
3This file provides guidance to Claude Code (and Cline) when working with code in this repository.
4 
5## Project
6 
7**NORA** — Network Operator Requirements Analyzer. AI system combining a unified Knowledge Graph with targeted RAG for intelligent querying, cross-referencing, and compliance analysis of US MNO device requirement specifications across multiple MNOs (MNO-A, AT&T, T-Mobile) and quarterly releases.
8 
9See `docs/compact/PROJECT.md` for the 1-page identity and `TDD_Telecom_Requirements_AI_System.md` for the canonical technical design.
10 
11## Session-start ritual
12 
13This project uses **COMPACT** — a portable scaffold for team AI-partnered software development. The AI scaffolding lives under `.claude/skills/` and the durable state lives under `docs/compact/`.
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15At the start of every session, invoke `run the session-start skill` (or `/session-start`). It loads Tier 1 context (`PROJECT.md` / `STATUS.md` / `MAP.md` / the active phase prompt) and asks what you're working on. Re-invoke mid-session after Claude Code auto-compaction or any time context feels stale.
16 
17## Key skills
18 
19- `/session-start` — hydrate context at start of every session
20- `/switch-phase <requirements | architecture | development>` — adopt the phase persona
21- `/regen-map` — regenerate `MAP.md` + Structure sections when code structure changes
22- `/drift-check <requirements | design | dev-full | dev-module <name> | all>` — audit for drift between requirements, design, and implementation
23- `/close-session` — end-of-session ritual: triages decisions, updates STATUS, audits MODULE.md edits, proposes commit (this is the **only** place memory is made)
24- `/project-init --re-init` — regenerate phase prompts after project-level changes (state files preserved)
25 
26## State files
27 
28- `docs/compact/PROJECT.md` — identity + Contributors table
29- `docs/compact/STATUS.md` — active phase, done / in progress / next, flags
30- `docs/compact/requirements.md` — FR / NFR / Deferred (authority for what the system must do)
31- `docs/compact/MAP.md` — module table + Mermaid dependency graph (regenerated)
32- `docs/compact/DECISIONS.md` — append-only ADR log
33- `docs/compact/structure-conventions.md` — what's a module, visibility mapping
34- `docs/compact/design-inputs/` — TDD, README, SESSION_SUMMARY, SETUP_OFFLINE (archival design inputs)
35- `docs/compact/retrofit-snapshot.md` — archival scan of existing codebase at retrofit time
36- `docs/compact/phases/{requirements,architecture,development}.md` — phase personas loaded by `/switch-phase`
37- `src/<module>/MODULE.md` — per-module contracts (16 skeletons seeded by retrofit — see STATUS for curation progress)
38 
39## Current state
40 
41Retrofitted on 2026-04-21 via `/project-init --retrofit`. The 16 MODULE.md skeletons were curated through 2026-04-27 (sentinels removed). Three-tier code reorg (`core/` + `customizations/` + `config/`) executed 2026-04-27. See `docs/compact/STATUS.md` for the current active phase and work list.
42 
43## Repository layout
44 
45Three-tier code organization (D-019..D-024) plus a per-env runtime directory `<env_dir>`. See `docs/compact/structure-conventions.md` for the canonical layout.
46 
47- `core/src/` — AI-generated Python source (16 packages; one MODULE.md per package). Manual edits exceptional (D-019).
48- `core/tests/` — pytest suite (one `test_<module>.py` per package).
49- `customizations/profiles/` — human-curated document profiles (committed JSON).
50- `customizations/llm/` — AI-scaffolded LLM provider boilerplate (e.g. `proprietary_provider.py`); humans complete the `complete()` body for production deployments.
51- `config/` — per-module settings (currently `config/web.json`; more files land as modules surface configurable knobs).
52- `environments/` — per-environment configs (gitignored except `.gitkeep`); each names an `env_dir` path.
53- `docs/compact/` — COMPACT state files.
54- `.claude/skills/` — COMPACT skills (flat layout: compact-skill, session-start, switch-phase, regen-map, drift-check, close-session, project-init, doctor).
55- `<env_dir>/` (runtime, user-supplied path; not in repo) — `input/<MNO>/<release>/`, `out/<stage>/`, `state/`, `corrections/`, `reports/`, `eval/`.
56 
57## Conventions
58 
59- Python; no `pyproject.toml` — `requirements.txt` + `core/src/` layout with `__init__.py` per package.
60- Public surface: top-level identifiers without a leading underscore (plus `__init__.py` re-exports when `__all__` is used).
61- CLI per module: `core/src/<module>/<module>_cli.py` with `main()` entrypoint; invoked as `python -m core.src.<module>.<module>_cli`.
62- Protocol-based abstractions: `LLMProvider`, `EmbeddingProvider`, `VectorStoreProvider`.
63- No proprietary document content in logs, error messages, compact reports, or test fixtures.
64