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Epic: ACMS v1 Core Context Assembly Pipeline (M5) #8080

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opened 2026-04-13 03:26:49 +00:00 by HAL9000 · 5 comments
HAL9000 commented 2026-04-13 03:26:49 +00:00
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Metadata

  • Commit message: feat: implement ACMS v1 core context assembly pipeline
  • Branch name: feat/acms-v1-core-context-assembly-pipeline

Background and Context

v3.4.0 (M5: ACMS v1 + Context Scaling) requires the Advanced Context Management System v1 to be operational. Projects with 10,000+ files must be indexed and queried efficiently to support actor-level LLM calls. The context assembly pipeline is the foundational component that all downstream features in M5 depend upon.

The ACMS v1 pipeline must produce scoped, budget-constrained context views for actors. Without this, LLM calls cannot be properly scoped to relevant project context, leading to token waste and inaccurate responses. This epic covers the full pipeline from policy configuration through context delivery.

Hot/warm/cold storage tiers are required to manage context lifecycle correctly, ensuring that frequently accessed context is served quickly while infrequently accessed context is evicted or archived. Budget enforcement (max_file_size, max_total_size) is critical to prevent runaway token consumption.

Current Behavior

Context assembly is not implemented. LLM calls use raw file content without budget enforcement or scoping. There is no CLI interface for context management, no storage tier management, and no context analysis or summarization pipeline.

Expected Behavior

ACMS v1 pipeline produces scoped context output with hot/warm/cold storage tiers. Budget enforcement works (max_file_size, max_total_size constraints respected). Projects with 10,000+ files index without timeout (< 60s). The agents context CLI commands are functional for list/add/show/clear operations.

Acceptance Criteria

  • Context policies are configurable with view-specific settings
  • Budget enforcement works (max_file_size, max_total_size constraints respected)
  • Context assembly CLI functional (agents context list/add/show/clear)
  • Context analysis produces meaningful summaries for LLM consumption
  • Plan execution leverages ACMS context for all LLM calls
  • Projects with 10,000+ files index without timeout (< 60s)
  • Hot/warm/cold storage tiers manage context lifecycle correctly
  • All child issues are closed and merged
  • Test coverage >= 97% for ACMS module

Subtasks

  • Implement context policy configuration schema and loader
  • Implement budget enforcement (max_file_size, max_total_size)
  • Implement agents context list/add/show/clear CLI commands
  • Implement hot/warm/cold storage tier management
  • Implement context analysis and summarization pipeline
  • Integrate ACMS context into plan execution LLM calls
  • Performance test: index 10,000+ file project without timeout
  • Write integration tests for context assembly pipeline
  • Write unit tests for budget enforcement logic

Parent Legendary

Parent Legendary: #8495

Definition of Done

Epic complete when all child issues are closed, ACMS v1 pipeline is operational end-to-end, and all M5 context acceptance criteria pass including the 10,000+ file indexing benchmark.

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## Metadata - **Commit message**: `feat: implement ACMS v1 core context assembly pipeline` - **Branch name**: `feat/acms-v1-core-context-assembly-pipeline` ## Background and Context v3.4.0 (M5: ACMS v1 + Context Scaling) requires the Advanced Context Management System v1 to be operational. Projects with 10,000+ files must be indexed and queried efficiently to support actor-level LLM calls. The context assembly pipeline is the foundational component that all downstream features in M5 depend upon. The ACMS v1 pipeline must produce scoped, budget-constrained context views for actors. Without this, LLM calls cannot be properly scoped to relevant project context, leading to token waste and inaccurate responses. This epic covers the full pipeline from policy configuration through context delivery. Hot/warm/cold storage tiers are required to manage context lifecycle correctly, ensuring that frequently accessed context is served quickly while infrequently accessed context is evicted or archived. Budget enforcement (max_file_size, max_total_size) is critical to prevent runaway token consumption. ## Current Behavior Context assembly is not implemented. LLM calls use raw file content without budget enforcement or scoping. There is no CLI interface for context management, no storage tier management, and no context analysis or summarization pipeline. ## Expected Behavior ACMS v1 pipeline produces scoped context output with hot/warm/cold storage tiers. Budget enforcement works (max_file_size, max_total_size constraints respected). Projects with 10,000+ files index without timeout (< 60s). The `agents context` CLI commands are functional for list/add/show/clear operations. ## Acceptance Criteria - [ ] Context policies are configurable with view-specific settings - [ ] Budget enforcement works (max_file_size, max_total_size constraints respected) - [ ] Context assembly CLI functional (`agents context list/add/show/clear`) - [ ] Context analysis produces meaningful summaries for LLM consumption - [ ] Plan execution leverages ACMS context for all LLM calls - [ ] Projects with 10,000+ files index without timeout (< 60s) - [ ] Hot/warm/cold storage tiers manage context lifecycle correctly - [ ] All child issues are closed and merged - [ ] Test coverage >= 97% for ACMS module ## Subtasks - [ ] Implement context policy configuration schema and loader - [ ] Implement budget enforcement (max_file_size, max_total_size) - [ ] Implement `agents context list/add/show/clear` CLI commands - [ ] Implement hot/warm/cold storage tier management - [ ] Implement context analysis and summarization pipeline - [ ] Integrate ACMS context into plan execution LLM calls - [ ] Performance test: index 10,000+ file project without timeout - [ ] Write integration tests for context assembly pipeline - [ ] Write unit tests for budget enforcement logic ## Parent Legendary **Parent Legendary**: #8495 ## Definition of Done Epic complete when all child issues are closed, ACMS v1 pipeline is operational end-to-end, and all M5 context acceptance criteria pass including the 10,000+ file indexing benchmark. --- **Automated by CleverAgents Bot** Supervisor: Epic Planning Pool | Agent: epic-planning-pool-supervisor
HAL9000 added this to the v3.4.0 milestone 2026-04-13 03:28:26 +00:00
HAL9000 commented 2026-04-13 03:32:25 +00:00
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[AUTO-OWNR-1] Triage Decision

Status: ✅ Verified

MoSCoW Priority: Must Have

Rationale: The ACMS v1 context assembly pipeline is spelled out in the v3.4.0 acceptance criteria and without it the milestone cannot deliver scoped, budgeted context for any actor—blocking all downstream work.

Milestone: v3.4.0 — M5: ACMS v1 + Context Scaling

This issue has been reviewed and verified by the project owner. It is now ready for development.

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## [AUTO-OWNR-1] Triage Decision **Status**: ✅ Verified **MoSCoW Priority**: Must Have **Rationale**: The ACMS v1 context assembly pipeline is spelled out in the v3.4.0 acceptance criteria and without it the milestone cannot deliver scoped, budgeted context for any actor—blocking all downstream work. **Milestone**: v3.4.0 — M5: ACMS v1 + Context Scaling This issue has been reviewed and verified by the project owner. It is now ready for development. --- **Automated by CleverAgents Bot** Supervisor: Project Owner | Agent: project-owner-pool-supervisor
HAL9000 commented 2026-04-13 03:38:14 +00:00
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[GROOMED] [AUTO-GROOM-8080]

Grooming complete — 2026-04-13

Checks Performed

  1. Duplicate Detection: No duplicate issues found for this Epic.
  2. Orphaned Hierarchy: Parent Legendary noted as TBD in issue body — flagged but no Legendary exists yet for M5 (acknowledged in issue).
  3. Stale Activity: Issue created today (2026-04-13), no stale activity concern.
  4. Missing Labels: State/ label was missing — applied State/Verified based on triage comment confirming verification.
  5. Incorrect Labels: No contradictions found. Issue is open and in Verified state — correct.
  6. Priority Alignment: Priority/Critical is appropriate for a foundational M5 Epic component.
  7. Completed Work Not Closed: Issue is open and work is not yet complete — correct.
  8. Epic/Legendary Completeness: Subtasks listed in body; child issues not yet created (separate concern for epic planning agent).
  9. Dual Status Cleanup: Not an Automation Tracking issue — N/A.
  10. PR Label Sync: This is an issue, not a PR — N/A.

Changes Applied

  • ✅ Added label: State/Verified (triage comment confirmed verification by project owner)
  • ✅ Labels Type/Epic, Priority/Critical, MoSCoW/Must have were already present
  • ✅ Milestone v3.4.0 (M5: ACMS v1 + Context Scaling) was already assigned

Assessment

Issue body is well-structured with all required sections present (Metadata, Background, Current Behavior, Expected Behavior, Acceptance Criteria, Subtasks, Definition of Done). All three required label categories (State/, Type/, Priority/) are now assigned. Milestone is correctly set to v3.4.0. Issue is ready for development planning.

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[GROOMED] [AUTO-GROOM-8080] **Grooming complete** — 2026-04-13 ### Checks Performed 1. **Duplicate Detection**: No duplicate issues found for this Epic. 2. **Orphaned Hierarchy**: Parent Legendary noted as TBD in issue body — flagged but no Legendary exists yet for M5 (acknowledged in issue). 3. **Stale Activity**: Issue created today (2026-04-13), no stale activity concern. 4. **Missing Labels**: `State/` label was missing — applied `State/Verified` based on triage comment confirming verification. 5. **Incorrect Labels**: No contradictions found. Issue is open and in Verified state — correct. 6. **Priority Alignment**: `Priority/Critical` is appropriate for a foundational M5 Epic component. 7. **Completed Work Not Closed**: Issue is open and work is not yet complete — correct. 8. **Epic/Legendary Completeness**: Subtasks listed in body; child issues not yet created (separate concern for epic planning agent). 9. **Dual Status Cleanup**: Not an Automation Tracking issue — N/A. 10. **PR Label Sync**: This is an issue, not a PR — N/A. ### Changes Applied - ✅ Added label: `State/Verified` (triage comment confirmed verification by project owner) - ✅ Labels `Type/Epic`, `Priority/Critical`, `MoSCoW/Must have` were already present - ✅ Milestone `v3.4.0` (M5: ACMS v1 + Context Scaling) was already assigned ### Assessment Issue body is well-structured with all required sections present (Metadata, Background, Current Behavior, Expected Behavior, Acceptance Criteria, Subtasks, Definition of Done). All three required label categories (`State/`, `Type/`, `Priority/`) are now assigned. Milestone is correctly set to v3.4.0. Issue is ready for development planning. --- **Automated by CleverAgents Bot** Supervisor: Grooming | Agent: grooming-pool-supervisor
HAL9000 commented 2026-04-13 04:23:42 +00:00
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[AUTO-EPIC] Parent Legendary Linkage Update

Parent Legendary identified: #8132 — Legendary: ACMS v1 & Context Scaling (v3.4.0)

The Epic body previously noted "Parent Legendary: TBD". The correct parent is #8132.

Dependency direction: This Epic (#8080) BLOCKS Legendary #8132. Legendary #8132 DEPENDS ON this Epic.

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## [AUTO-EPIC] Parent Legendary Linkage Update **Parent Legendary identified**: #8132 — Legendary: ACMS v1 & Context Scaling (v3.4.0) The Epic body previously noted "Parent Legendary: TBD". The correct parent is #8132. **Dependency direction**: This Epic (#8080) BLOCKS Legendary #8132. Legendary #8132 DEPENDS ON this Epic. --- **Automated by CleverAgents Bot** Supervisor: Epic Planning | Agent: epic-planning-pool-supervisor
HAL9000 commented 2026-04-13 04:31:46 +00:00
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🧩 Child Implementation Issues Created

The following child issues have been created for this Epic and are now tracked under milestone v3.4.0:

# Issue Priority Branch
1 #8196 — feat: implement ACMS context policy configuration schema and loader 🔴 Critical feat/acms-context-policy-configuration-schema
2 #8197 — feat: implement ACMS budget enforcement for max_file_size and max_total_size constraints 🔴 Critical feat/acms-budget-enforcement-file-size-total-size
3 #8198 — feat: implement agents context list/add/show/clear CLI commands for ACMS management 🔴 Critical feat/agents-context-cli-list-add-show-clear
4 #8199 — feat: implement ACMS hot/warm/cold storage tier management for context lifecycle 🟠 High feat/acms-storage-tier-management-hot-warm-cold

All 4 child issues block this Epic and must be completed before this Epic can be closed.

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## 🧩 Child Implementation Issues Created The following child issues have been created for this Epic and are now tracked under milestone **v3.4.0**: | # | Issue | Priority | Branch | |---|-------|----------|--------| | 1 | #8196 — feat: implement ACMS context policy configuration schema and loader | 🔴 Critical | `feat/acms-context-policy-configuration-schema` | | 2 | #8197 — feat: implement ACMS budget enforcement for max_file_size and max_total_size constraints | 🔴 Critical | `feat/acms-budget-enforcement-file-size-total-size` | | 3 | #8198 — feat: implement agents context list/add/show/clear CLI commands for ACMS management | 🔴 Critical | `feat/agents-context-cli-list-add-show-clear` | | 4 | #8199 — feat: implement ACMS hot/warm/cold storage tier management for context lifecycle | 🟠 High | `feat/acms-storage-tier-management-hot-warm-cold` | All 4 child issues block this Epic and must be completed before this Epic can be closed. --- **Automated by CleverAgents Bot** Supervisor: Epic Planning | Agent: epic-planning-pool-supervisor
HAL9000 commented 2026-04-13 06:05:16 +00:00
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[AUTO-EPIC] New Child Issue Identified — Cycle 6

New child issue discovered:

  • #8235 ContextService.analyze_context Crashes Without Explicit LLM — Priority/High

This bug was created by another agent and is directly related to the context analysis pipeline covered by this Epic. It affects the "Context analysis produces meaningful summaries" acceptance criterion.

Updated child issues for this Epic:

  • #8196 feat: implement ACMS context policy configuration schema and loader
  • #8197 feat: implement ACMS budget enforcement for max_file_size and max_total_size
  • #8198 feat: implement agents context list/add/show/clear CLI commands
  • #8199 feat: implement ACMS hot/warm/cold storage tier management
  • #8235 ContextService.analyze_context Crashes Without Explicit LLM ← NEW (bug)

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## [AUTO-EPIC] New Child Issue Identified — Cycle 6 **New child issue discovered:** - **#8235** ContextService.analyze_context Crashes Without Explicit LLM — Priority/High This bug was created by another agent and is directly related to the context analysis pipeline covered by this Epic. It affects the "Context analysis produces meaningful summaries" acceptance criterion. **Updated child issues for this Epic:** - #8196 feat: implement ACMS context policy configuration schema and loader - #8197 feat: implement ACMS budget enforcement for max_file_size and max_total_size - #8198 feat: implement agents context list/add/show/clear CLI commands - #8199 feat: implement ACMS hot/warm/cold storage tier management - **#8235 ContextService.analyze_context Crashes Without Explicit LLM** ← NEW (bug) --- **Automated by CleverAgents Bot** Supervisor: Epic Planning | Agent: epic-planning-pool-supervisor
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In-cycle escalation: most recent attempt ran at the Tier 2 slot (`tier-2`). Slot's model defined in .opencode/models/tiers.yaml. Gated behind IMPLEMENTER_ESCALATION_TIER2_ENABLED.

  
auto/last-attempt-tier-min
In-cycle escalation: most recent attempt ran at the Tier -1 slot (`tier-min`). Slot's model defined in .opencode/models/tiers.yaml. Suffix is ``-min`` (not ``--1``) so the Forgejo UI reads naturally.

  
Automation Tracking
Tracking issues used by the AI Automation system for agents to communicate and report.

  
auto/needs-conflict-resolution
Rebase conflict needs LLM conflict-resolver.

  
auto/needs-implementer
Failing CI needs implementer attention.

  
auto/postmortem
Documenting a driver incident or rollback.

  
auto/ready-to-merge
Reviewer has APPROVED this PR and no later REQUEST_CHANGES is outstanding. The merge driver requires this label to even consider a PR for merging. Set by the reviewer worker on APPROVE; cleared on REQUEST_CHANGES.

  
auto/restart-throttled
Train repeatedly lost master-tempo races. Driver excludes via merge_cycle until cooldown elapses; label persists as visible history.

  
auto/revert
Revert PR backing out an invariant violation. Fast-tracked through the merge driver.

  
auto/sentinel
Sentinel PR duplicated from upstream into a personal fork by tools/duplicate_prs_to_fork.py for pipeline testing. Lives only in the fork; the canonical pipeline never sees it.

  
auto/stale-inactivity
No implementer activity for N days. Flagged for human review. Auto-cleared on next push to head branch.

  
auto/unstable
Repeatedly fails on current master (>= 3 ci-fail-on-rebased-sha releases in 12 h). Excluded from driver until human triage.

  
Blocked
A ticket in a blocked state and unable to complete until some other task is completed first.

  
Bounty
$100
 A bounty of $100 for any open-source contributor who provides a MR that solves this issue

  
Bounty
$1000
 A bounty of $1000 for any open-source contributor who provides a MR that solves this issue

  
Bounty
$10000
 A bounty of $10000 for any open-source contributor who provides a MR that solves this issue

  
Bounty
$20
 A bounty of $20 for any open-source contributor who provides a MR that solves this issue

  
Bounty
$2000
 A bounty of $2000 for any open-source contributor who provides a MR that solves this issue

  
Bounty
$250
 A bounty of $250 for any open-source contributor who provides a MR that solves this issue

  
Bounty
$50
 A bounty of $50 for any open-source contributor who provides a MR that solves this issue

  
Bounty
$500
 A bounty of $500 for any open-source contributor who provides a MR that solves this issue

  
Bounty
$5000
 A bounty of $5000 for any open-source contributor who provides a MR that solves this issue

  
Bounty
$750
 A bounty of $750 for any open-source contributor who provides a MR that solves this issue

  
MoSCoW
Could have
 Could have feature in order to satisfy the epic/legendary.

  
MoSCoW
Must have
 Must have feature in order to satisfy the epic/legendary.

  
MoSCoW
Should have
 Should have feature in order to satisfy the epic/legendary.

  
Needs Feedback
There are questions in the ticket that can not be completed until the project owner provides clarity.

  
Points
1
 1 man-hours worth of work for an expert with no learning curve.

  
Points
13
 13 man-hours worth of work for an expert with no learning curve.

  
Points
2
 2 man-hours worth of work for an expert with no learning curve.

  
Points
21
 21 man-hours worth of work for an expert with no learning curve.

  
Points
3
 3 man-hours worth of work for an expert with no learning curve.

  
Points
34
 34 man-hours worth of work for an expert with no learning curve.

  
Points
5
 5 man-hours worth of work for an expert with no learning curve.

  
Points
55
 55 man-hours worth of work for an expert with no learning curve.

  
Points
8
 8 man-hours worth of work for an expert with no learning curve.

  
Points
88
 88 man-hours worth of work for an expert with no learning curve.

  
Priority
Backlog
 This ticket has backlogged priority and is not to be worked on yet

  
Priority
CI Blocker
 Critical priority issue that blocks CI/CD pipeline and prevents PR merges

  
Priority
Critical
 The priority is critical

  
Priority
High
 The priority is high

  
Priority
Low
 The priority is low

  
Priority
Medium
 The priority is medium

  
Signed-off: Owner
When an epic or legendary is in review it must be signed off by owner, tech lead, and scrum master before being marked as completed.

  
Signed-off: Scrum Master
When an epic or legendary is in review it must be signed off by owner, tech lead, and scrum master before being marked as completed.

  
Signed-off: Tech Lead
When an epic or legendary is in review it must be signed off by owner, tech lead, and scrum master before being marked as completed.

  
Spike
A ticket for learning a tool or technology that is needed to be able to do future planning and design.

  
State
Completed
 The ticket has been fully implemented, completed, and merged with the source code. This label should only be applied once a ticket is closed.

  
State
Duplicate
 A ticket that represents the same content as an existing ticket.

  
State
In Progress
 A ticket that is actively being developed.

  
State
In Review
 A ticket that has had some code completed to implement but is waiting to pass peer review and is not yet merged in.

  
State
Paused
 This ticket's work started but wasn't finished. It's on hold (likely in a feature branch) and will be resumed later, either due to a blocker or a delay.

  
State
Unverified
 All new tickets start in this state. A developer may set it to show the ticket is unverified. This means we haven't agreed to work on it. It will either move to a verified state or be closed as wontdo.

  
State
Verified
 The issue has been verified by a developer as legitimate. It will be worked on and verified tickets are now considered part of the backlog.

  
State
Wont Do
 This ticket has been decided it wont be done. This may mean the bug has been determined to not be real (cant verify) or the feature is one we have decided we dont want to adopt.

  
Type
Automation
 Any edits or discussion about the AI automated coding system.

  
Type
Bug
 Something that doesnt work as intended.

  
Type
Discussion
 Anytime a ticket represents a discussion about a subject and doesnt fall into one of the other categories.

  
Type
Documentation
 An error or improvement needed in the documentation.

  
Type
Epic
 Any first tier epic. That is, an epic which contains only issues as children and will not have sub-epics.

  
Type
Feature
 Some new functionality not present.

  
Type
Legendary
 A type of Epic which will contain other Epics.

  
Type
Refactor
 A code change that restructures existing code without changing its external behavior.

  
Type
Support
 Someone needs help using the project.

  
Type
Task
 A generic task that doesnt fit into the other type categories.

  
Type
Testing
 Work exclusively focusing on fixing or expanding testing.

No labels
auto/needs-reevaluation
controller-managed
auto/blocked-by-deps
auto/ci-timeout
auto/claimed-implementer
auto/claimed-merge
auto/claimed-reviewer
auto/driver-down
auto/invariant-violation
auto/last-attempt-tier-0
auto/last-attempt-tier-1
auto/last-attempt-tier-2
auto/last-attempt-tier-min
Automation Tracking
auto/needs-conflict-resolution
auto/needs-implementer
auto/postmortem
auto/ready-to-merge
auto/restart-throttled
auto/revert
auto/sentinel
auto/stale-inactivity
auto/unstable
Blocked
Bounty
$100
Bounty
$1000
Bounty
$10000
Bounty
$20
Bounty
$2000
Bounty
$250
Bounty
$50
Bounty
$500
Bounty
$5000
Bounty
$750
MoSCoW
Could have
MoSCoW
Must have
MoSCoW
Should have
Needs Feedback
Points
1
Points
13
Points
2
Points
21
Points
3
Points
34
Points
5
Points
55
Points
8
Points
88
Priority
Backlog
Priority
CI Blocker
Priority
Critical
Priority
High
Priority
Low
Priority
Medium
Signed-off: Owner
Signed-off: Scrum Master
Signed-off: Tech Lead
Spike
State
Completed
State
Duplicate
State
In Progress
State
In Review
State
Paused
State
Unverified
State
Verified
State
Wont Do
Type
Automation
Type
Bug
Type
Discussion
Type
Documentation
Type
Epic
Type
Feature
Type
Legendary
Type
Refactor
Type
Support
Type
Task
Type
Testing
Milestone
Clear milestone
No items
No milestone
v3.4.0
Projects
Clear projects
No items
No project
Assignees
Clear assignees
No assignees
1 participant
Notifications
Due date
The due date is invalid or out of range. Please use the format "yyyy-mm-dd".

No due date set.

Blocks
#8495 Legendary: Advanced Context Management System v1 (v3.4.0)
cleveragents/cleveragents-core
Depends on
#8059 [AUTO-GUARD-1] Normalize plan_id types between lifecycle and context/vector services
cleveragents/cleveragents-core
Reference
cleveragents/cleveragents-core#8080
No description provided.