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feat(acms): implement context strategies batch 1 #605

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freemo merged 1 commit from feature/m5-context-strategies into master 2026-03-05 14:10:03 +00:00
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freemo commented 2026-03-05 12:59:24 +00:00
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feat(acms): implement context strategies batch 1
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487e16a9f0 
Implement the first three built-in context strategies for the ACMS v1
context assembly pipeline:

1. SimpleKeywordStrategy (quality 0.3) - Keyword matching on fragment
   content with word-density fallback. Universal fallback strategy.
2. SemanticEmbeddingStrategy (quality 0.6) - Jaccard word-overlap
   similarity scoring between query and fragment content.
3. BreadthDepthNavigatorStrategy (quality 0.85) - UKO node hierarchy
   navigation prioritising fragments near focus nodes with higher
   detail depths. Primary strategy for code projects.

All strategies implement the v1 ContextStrategy Protocol from
acms_service.py and can be registered with ACMSPipeline via
register_strategy().

Includes:
- 28 Behave BDD scenarios covering ranking, budget, capabilities,
  can_handle confidence, explain, empty input, and pipeline
  registration
- 9 Robot Framework integration tests
- ASV benchmarks at 10/100/1000 fragment scales for all 3 strategies
- Vulture whitelist entries for public API symbols
- 100% coverage on context_strategies.py

ISSUES CLOSED: #541
freemo added this to the v3.4.0 milestone 2026-03-05 12:59:33 +00:00
freemo merged commit 487e16a9f0 into master 2026-03-05 14:10:03 +00:00
freemo deleted branch feature/m5-context-strategies 2026-03-05 14:10:03 +00:00
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