Two original design constraints are dropped:
1. Zero-dependency Python CLI is no longer a goal. Luminos installs from
requirements.txt like a normal Python project.
2. AI investigation is the headline. The base scan becomes the agent's
first input pass, not a standalone product. There is no --ai flag and
no --no-ai mode. AI runs unconditionally on every invocation.
Watch mode is deleted as part of the same change because a non-AI
filesystem-churn monitor conflicts with the new philosophy. If a live
update mode is wanted later, it gets rebuilt as incremental AI
re-investigation.
Code:
- Delete luminos_lib/watch.py
- Delete luminos_lib/capabilities.py and tests/test_capabilities.py
- Move clear_cache() into luminos_lib/cache.py
- luminos.py: remove --watch, --ai, --install-extras flags. AI runs
unconditionally after the base scan. If ANTHROPIC_API_KEY is unset,
exit 0 with a one-line hint before running the base scan.
- ai.py: drop the check_ai_dependencies() call and import.
- New requirements.txt: anthropic, tree-sitter + grammars, python-magic.
- setup_env.sh installs from requirements.txt.
Docs:
- README.md rewritten to lead with AI investigation, drops the two-modes
framing and the watch feature line.
- CLAUDE.md (project): rewrites Key Constraints, updates module map and
Running Luminos commands.
- PLAN.md: strips zero-dep philosophy from the file map and reframes the
watch+incremental note as a future live-mode feature.
Tests: 164 pass (down from 168 with the 4 removed capabilities tests).
Returns all file and dir cache entries with confidence below a given
threshold (default 0.7). Entries missing a confidence field are
included as unrated/untrusted. Results sorted ascending by confidence
so least-confident entries come first.
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
Add optional confidence (float 0.0–1.0) and confidence_reason (str) fields
to both file and dir cache entries. Validation rejects out-of-range values
and wrong types. Fields are not yet required — pure schema instrumentation
for Phase 1.
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
Moves investigation ID persistence and _CacheManager class from ai.py
into a dedicated cache module. No behavior changes.
Moved: _load_investigations, _save_investigations, _get_investigation_id,
_CacheManager (all methods), _sha256_path, CACHE_ROOT, INVESTIGATIONS_PATH.
Also added a local _now_iso() in cache.py to avoid a circular import
(ai.py imports from cache.py).
Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
