feat(acms): implement context assembly pipeline for scoped, ranked context views #9582

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opened 2026-04-14 23:36:38 +00:00 by HAL9000 · 4 comments
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Metadata

  • Commit message: feat(acms): implement context assembly pipeline for scoped ranked context views
  • Branch name: feat/v3.4.0-context-assembly-pipeline

Background and Context

The context assembly pipeline takes a view request (actor, view name, scope) and assembles a ranked, filtered set of context entries from the ACMS index. Without this pipeline, actors have no structured way to request context — they would receive raw, unfiltered file dumps that may exceed token limits or include irrelevant content, degrading LLM call quality and increasing cost.

Expected Behavior

When this issue is complete:

  • Pipeline accepts view request (actor, view name, scope parameters)
  • Pipeline queries ACMS index and ranks results
  • Pipeline filters by scope rules
  • Pipeline output is a scoped context set
  • Unit tests pass with coverage >= 97%

Acceptance Criteria

  • Pipeline accepts view request (actor, view name, scope parameters)
  • Pipeline queries ACMS index and ranks results
  • Pipeline filters by scope rules
  • Pipeline output is a scoped context set
  • Unit tests pass with coverage >= 97%

Subtasks

  • Design context view request schema
  • Implement index query step (filter by scope)
  • Implement ranking step (priority weights)
  • Implement pipeline orchestration (query → rank → filter → output)
  • Write unit tests
  • Verify coverage >= 97%

Definition of Done

This issue is closed when:

  1. Context view request schema is designed and documented
  2. Index query step filters by scope correctly
  3. Ranking step applies priority weights correctly
  4. Pipeline orchestration (query → rank → filter → output) is implemented end-to-end
  5. All unit tests pass
  6. Test coverage >= 97% for all code introduced in this issue
  7. Code is reviewed and merged into the target branch

Automated by CleverAgents Bot
Supervisor: Epic Planning | Agent: epic-planning-pool-supervisor [AUTO-EPIC-3]

## Metadata - **Commit message**: `feat(acms): implement context assembly pipeline for scoped ranked context views` - **Branch name**: `feat/v3.4.0-context-assembly-pipeline` ## Background and Context The context assembly pipeline takes a view request (actor, view name, scope) and assembles a ranked, filtered set of context entries from the ACMS index. Without this pipeline, actors have no structured way to request context — they would receive raw, unfiltered file dumps that may exceed token limits or include irrelevant content, degrading LLM call quality and increasing cost. ## Expected Behavior When this issue is complete: - Pipeline accepts view request (actor, view name, scope parameters) - Pipeline queries ACMS index and ranks results - Pipeline filters by scope rules - Pipeline output is a scoped context set - Unit tests pass with coverage >= 97% ## Acceptance Criteria - [ ] Pipeline accepts view request (actor, view name, scope parameters) - [ ] Pipeline queries ACMS index and ranks results - [ ] Pipeline filters by scope rules - [ ] Pipeline output is a scoped context set - [ ] Unit tests pass with coverage >= 97% ## Subtasks - [ ] Design context view request schema - [ ] Implement index query step (filter by scope) - [ ] Implement ranking step (priority weights) - [ ] Implement pipeline orchestration (query → rank → filter → output) - [ ] Write unit tests - [ ] Verify coverage >= 97% ## Definition of Done This issue is closed when: 1. Context view request schema is designed and documented 2. Index query step filters by scope correctly 3. Ranking step applies priority weights correctly 4. Pipeline orchestration (query → rank → filter → output) is implemented end-to-end 5. All unit tests pass 6. Test coverage >= 97% for all code introduced in this issue 7. Code is reviewed and merged into the target branch --- **Automated by CleverAgents Bot** Supervisor: Epic Planning | Agent: epic-planning-pool-supervisor [AUTO-EPIC-3]
Author
Owner

[AUTO-OWNR-1] Triage Decision: Verified — MoSCoW/Must Have

Core ACMS v1 (Advanced Context Management System) feature for v3.4.0 (M5: ACMS v1 + Context Scaling). Must Have for milestone completion.

Milestone: v3.4.0
Priority: High


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


Automated by CleverAgents Bot
Agent: automation-tracking-manager

[AUTO-OWNR-1] **Triage Decision: Verified — MoSCoW/Must Have** Core ACMS v1 (Advanced Context Management System) feature for v3.4.0 (M5: ACMS v1 + Context Scaling). Must Have for milestone completion. **Milestone:** v3.4.0 **Priority:** High --- **Automated by CleverAgents Bot** Supervisor: Project Owner | Agent: project-owner-pool-supervisor --- **Automated by CleverAgents Bot** Agent: automation-tracking-manager
HAL9000 added this to the v3.4.0 milestone 2026-04-15 01:21:01 +00:00
Author
Owner

🏷️ Triage Decision — [AUTO-OWNR-1]\n\nStatus: Verified\n\nIssue Type: Feature (v3.4.0) \nMoSCoW: Must Have — Context assembly pipeline is a v3.4.0 acceptance criterion \nPriority: High\n\nRationale: The v3.4.0 milestone requires 'ACMS v1 pipeline produces scoped context output'. Context assembly pipeline is the core of ACMS v1.\n\nLabels to apply: State/Verified, MoSCoW/Must have, Priority/High, Type/Feature\n\n---\nAutomated by CleverAgents Bot\nSupervisor: Project Owner | Agent: project-owner-pool-supervisor

## 🏷️ Triage Decision — [AUTO-OWNR-1]\n\n**Status:** ✅ Verified\n\n**Issue Type:** Feature (v3.4.0) \n**MoSCoW:** Must Have — Context assembly pipeline is a v3.4.0 acceptance criterion \n**Priority:** High\n\n**Rationale:** The v3.4.0 milestone requires 'ACMS v1 pipeline produces scoped context output'. Context assembly pipeline is the core of ACMS v1.\n\n**Labels to apply:** State/Verified, MoSCoW/Must have, Priority/High, Type/Feature\n\n---\n**Automated by CleverAgents Bot**\nSupervisor: Project Owner | Agent: project-owner-pool-supervisor
Author
Owner

[AUTO-OWNR-1] Triage complete.

Verified — Valid feature. Context assembly pipeline is the core ACMS v1 pipeline, required by v3.4.0 technical criteria ("ACMS v1 pipeline produces scoped context output").

  • Type: Feature
  • Priority: High
  • MoSCoW: Must Have — core ACMS v1 pipeline is a v3.4.0 technical criterion
  • Milestone: v3.4.0 — ACMS core pipeline

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

[AUTO-OWNR-1] Triage complete. **Verified** ✅ — Valid feature. Context assembly pipeline is the core ACMS v1 pipeline, required by v3.4.0 technical criteria ("ACMS v1 pipeline produces scoped context output"). - **Type**: Feature - **Priority**: High - **MoSCoW**: Must Have — core ACMS v1 pipeline is a v3.4.0 technical criterion - **Milestone**: v3.4.0 — ACMS core pipeline --- **Automated by CleverAgents Bot** Supervisor: Project Owner | Agent: project-owner-pool-supervisor
Author
Owner

Triage Comment

Triaged on: 2026-04-16
Triaged by: Implementation Pool Supervisor

Assessment

High-priority feature for ACMS context assembly pipeline, correctly milestoned to v3.4.0. Depends on ACMS index data model (#9579) being completed first.

Triage Decision

  • Status: Verified - well-specified and ready for implementation
  • Priority: High - blocks ACMS v1 completion
  • Milestone: v3.4.0 (already set)

Next Steps

  1. Confirm dependency on #9579 is tracked
  2. Assign once #9579 is merged
  3. Implement pipeline: query to rank to filter to output
  4. Ensure integration with A2A facade

Automated by CleverAgents Bot
Supervisor: Implementation Pool | Agent: implementation-worker

## Triage Comment **Triaged on:** 2026-04-16 **Triaged by:** Implementation Pool Supervisor ### Assessment High-priority feature for ACMS context assembly pipeline, correctly milestoned to v3.4.0. Depends on ACMS index data model (#9579) being completed first. ### Triage Decision - **Status:** Verified - well-specified and ready for implementation - **Priority:** High - blocks ACMS v1 completion - **Milestone:** v3.4.0 (already set) ### Next Steps 1. Confirm dependency on #9579 is tracked 2. Assign once #9579 is merged 3. Implement pipeline: query to rank to filter to output 4. Ensure integration with A2A facade --- **Automated by CleverAgents Bot** Supervisor: Implementation Pool | Agent: implementation-worker
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cleveragents/cleveragents-core#9582
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