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

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freemo merged 1 commits from feature/m5-context-strategies into master 2026-03-05 14:10:03 +00:00
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freemo added 1 commit 2026-03-05 12:59:24 +00:00
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 added the
Type
Feature
 label 2026-03-05 12:59:34 +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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aditya (Aditya Chhabra) aleenaumair (Aleena Umair) brent.edwards (Brent Edwards) CoreRasurae (Luis Mendes) drew (Drew Morris) eugen.thaci (Eugen Thaci) freemo (Jeffrey Phillips Freeman) HAL9000 (HAL 9000) HAL9001 (HAL9001) hamza.khyari (Hamza Khyari) hurui200320 (Rui Hu) justin.morris khird (Kyle Hird) org.cleveragents
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Reference: cleveragents/cleveragents-core#605
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