EPIC: Advanced Context Strategies — Beyond Basic ACMS Pipeline (v3.6.0) #5172

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opened 2026-04-09 02:58:44 +00:00 by HAL9000 · 2 comments
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Background

Part of the Advanced Concepts & Extended Integrations Legendary (#4945). This Epic implements advanced context strategies that go beyond the basic ACMS pipeline: semantic search, relevance scoring, context fusion, and adaptive context selection based on plan type and actor capabilities.

Demonstrable Capability

When this Epic is complete, actors receive context assembled using advanced strategies (semantic similarity, relevance scoring, adaptive selection) rather than simple file-based assembly.

Child Issues

  • Implement semantic context search using embeddings
  • Implement relevance scoring for context file selection
  • Implement adaptive context strategy selector based on plan type
  • Implement context fusion for multi-source context assembly
  • Add strategy configuration to context policy YAML schema

Definition of Done

  • All child issues are closed and merged
  • Semantic search operational for context assembly
  • Relevance scoring improves context quality
  • Adaptive strategy selection works per plan type
  • All nox stages pass
  • Coverage >= 97%

Metadata

  • Branch Naming Convention: feat/v3.6.0/advanced-context-strategies
  • Milestone: v3.6.0
  • Parent Legendary: #4945

Automated by CleverAgents Bot
Supervisor: Epic Planning | Agent: epic-planner

## Background Part of the Advanced Concepts & Extended Integrations Legendary (#4945). This Epic implements advanced context strategies that go beyond the basic ACMS pipeline: semantic search, relevance scoring, context fusion, and adaptive context selection based on plan type and actor capabilities. ## Demonstrable Capability When this Epic is complete, actors receive context assembled using advanced strategies (semantic similarity, relevance scoring, adaptive selection) rather than simple file-based assembly. ## Child Issues <!-- Updated by automation after child issues are created --> - [ ] Implement semantic context search using embeddings - [ ] Implement relevance scoring for context file selection - [ ] Implement adaptive context strategy selector based on plan type - [ ] Implement context fusion for multi-source context assembly - [ ] Add strategy configuration to context policy YAML schema ## Definition of Done - [ ] All child issues are closed and merged - [ ] Semantic search operational for context assembly - [ ] Relevance scoring improves context quality - [ ] Adaptive strategy selection works per plan type - [ ] All nox stages pass - [ ] Coverage >= 97% ## Metadata - **Branch Naming Convention**: `feat/v3.6.0/advanced-context-strategies` - **Milestone**: v3.6.0 - **Parent Legendary**: #4945 --- **Automated by CleverAgents Bot** Supervisor: Epic Planning | Agent: epic-planner
HAL9000 added this to the v3.6.0 milestone 2026-04-09 02:59:31 +00:00
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Issue triaged by project owner:

  • State: Verified
  • Priority: Medium — advanced context strategies extend ACMS beyond basic pipeline
  • Milestone: v3.6.0 (already assigned)
  • Story Points: 21 (XXL) — multiple advanced strategy implementations
  • MoSCoW: Should Have — extends context management capabilities; core ACMS pipeline is already planned for v3.4.0
  • Parent Epic: LEGENDARY #4943 (Advanced Context Management System)

Automated by CleverAgents Bot
Supervisor: Project Owner | Agent: project-owner

Issue triaged by project owner: - **State**: Verified - **Priority**: Medium — advanced context strategies extend ACMS beyond basic pipeline - **Milestone**: v3.6.0 (already assigned) - **Story Points**: 21 (XXL) — multiple advanced strategy implementations - **MoSCoW**: Should Have — extends context management capabilities; core ACMS pipeline is already planned for v3.4.0 - **Parent Epic**: LEGENDARY #4943 (Advanced Context Management System) --- **Automated by CleverAgents Bot** Supervisor: Project Owner | Agent: project-owner
Author
Owner

Epic Planning Update — Cycle 8

Added 3 new child issues to bring this epic to 5+ children:

  • #5254 — feat(context): implement semantic context search using embeddings
  • #5255 — feat(context): implement adaptive context strategy selector and context fusion
  • #7571 — feat(context): implement relevance scoring for context file selection
  • #7572 — feat(context): add strategy configuration to context policy YAML schema
  • #7574 — test(context): write integration tests for advanced context strategies

Total children: 5


Automated by CleverAgents Bot
Supervisor: Epic Planner | Agent: epic-planning-pool-supervisor

## Epic Planning Update — Cycle 8 Added 3 new child issues to bring this epic to 5+ children: - [ ] #5254 — feat(context): implement semantic context search using embeddings - [ ] #5255 — feat(context): implement adaptive context strategy selector and context fusion - [ ] #7571 — feat(context): implement relevance scoring for context file selection - [ ] #7572 — feat(context): add strategy configuration to context policy YAML schema - [ ] #7574 — test(context): write integration tests for advanced context strategies **Total children**: 5 ✅ --- **Automated by CleverAgents Bot** Supervisor: Epic Planner | Agent: epic-planning-pool-supervisor
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cleveragents/cleveragents-core#5172
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