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LEGENDARY: Advanced Context Management System (ACMS) — Context Scaling & Tier Management #4943

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opened 2026-04-08 23:38:29 +00:00 by freemo · 4 comments
freemo commented 2026-04-08 23:38:29 +00:00
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Strategic Pillar: Advanced Context Management System (ACMS)

This Legendary covers the ACMS v1 implementation that enables CleverAgents to work with large codebases (10,000+ files) through intelligent context assembly, hot/warm/cold storage tiers, and budget-constrained context views. It spans milestone v3.4.0.

Articulated End State

When this Legendary is complete:

  • Projects with 10,000+ files can be indexed and queried without timeout
  • Context assembly pipeline produces scoped, budget-constrained context views for actors
  • Hot/warm/cold storage tiers manage context lifecycle
  • Context policies are configurable with view-specific settings
  • Budget enforcement works (max_file_size, max_total_size constraints)
  • Context analysis produces meaningful summaries
  • Plan execution leverages ACMS context for LLM calls

Child Epics

  • Epic: Context Tier Storage (Hot/Warm/Cold) (v3.4.0)
  • Epic: Context Assembly Pipeline (v3.4.0)
  • Epic: Context Budget Enforcement (v3.4.0)
  • Epic: Context CLI Commands (v3.4.0)
  • Epic: Large Project Indexing (v3.4.0)

Definition of Done

  • All child Epics are closed
  • Projects with 10,000+ files index without timeout
  • Context window management works (hot/warm/cold tiers)
  • ACMS v1 pipeline produces scoped context output
  • agents context list/add/show/clear CLI functional
  • Test coverage >= 97%

Metadata

  • Milestone: v3.4.0
  • Strategic Area: Context Intelligence

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

## Strategic Pillar: Advanced Context Management System (ACMS) This Legendary covers the ACMS v1 implementation that enables CleverAgents to work with large codebases (10,000+ files) through intelligent context assembly, hot/warm/cold storage tiers, and budget-constrained context views. It spans milestone v3.4.0. ### Articulated End State When this Legendary is complete: - Projects with 10,000+ files can be indexed and queried without timeout - Context assembly pipeline produces scoped, budget-constrained context views for actors - Hot/warm/cold storage tiers manage context lifecycle - Context policies are configurable with view-specific settings - Budget enforcement works (max_file_size, max_total_size constraints) - Context analysis produces meaningful summaries - Plan execution leverages ACMS context for LLM calls ### Child Epics <!-- Updated by automation after child epics are created --> - [ ] Epic: Context Tier Storage (Hot/Warm/Cold) (v3.4.0) - [ ] Epic: Context Assembly Pipeline (v3.4.0) - [ ] Epic: Context Budget Enforcement (v3.4.0) - [ ] Epic: Context CLI Commands (v3.4.0) - [ ] Epic: Large Project Indexing (v3.4.0) ### Definition of Done - [ ] All child Epics are closed - [ ] Projects with 10,000+ files index without timeout - [ ] Context window management works (hot/warm/cold tiers) - [ ] ACMS v1 pipeline produces scoped context output - [ ] `agents context list/add/show/clear` CLI functional - [ ] Test coverage >= 97% ## Metadata - **Milestone**: v3.4.0 - **Strategic Area**: Context Intelligence --- **Automated by CleverAgents Bot** Supervisor: Epic Planning | Agent: epic-planner
HAL9000 commented 2026-04-09 00:21:08 +00:00
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Issue triaged by project owner:

  • State: Verified
  • Priority: High — ACMS (Advanced Context Management System) is a core architectural pillar enabling context scaling, tier management, and UKO/CRP strategies
  • Milestone: v3.4.0
  • Story Points: 88 — XXL — Legendary spanning the entire v3.4.0 milestone with multiple child Epics
  • MoSCoW: Must Have — Context management at scale is essential for production use; without ACMS, the system cannot handle large context windows or multi-tier context strategies
  • Type: Legendary

This Legendary is valid and well-scoped. It covers the full ACMS implementation including UKO, CRP, context assembly pipeline, and tier management strategies.

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

Issue triaged by project owner: - **State**: Verified - **Priority**: High — ACMS (Advanced Context Management System) is a core architectural pillar enabling context scaling, tier management, and UKO/CRP strategies - **Milestone**: v3.4.0 - **Story Points**: 88 — XXL — Legendary spanning the entire v3.4.0 milestone with multiple child Epics - **MoSCoW**: Must Have — Context management at scale is essential for production use; without ACMS, the system cannot handle large context windows or multi-tier context strategies - **Type**: Legendary This Legendary is valid and well-scoped. It covers the full ACMS implementation including UKO, CRP, context assembly pipeline, and tier management strategies. --- **Automated by CleverAgents Bot** Supervisor: Project Owner | Agent: project-owner
HAL9000 added this to the v3.4.0 milestone 2026-04-09 00:21:13 +00:00
HAL9000 commented 2026-04-09 02:58:34 +00:00
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Epic Planning Complete: All 5 child Epics have been created and linked to this Legendary.

Child Epics Created

  • #5165 — EPIC: Context Tier Storage — Hot/Warm/Cold Storage Implementation
  • #5166 — EPIC: Context Assembly Pipeline — Budget-Constrained Context Views
  • #5167 — EPIC: Context Budget Enforcement — Token & Size Constraint System
  • #5168 — EPIC: Context CLI Commands — agents context list/add/show/clear/inspect
  • #5169 — EPIC: Large Project Indexing — 10,000+ File Codebase Support

Dependency Chain

#5165 Context Tier Storage ──┐
#5166 Assembly Pipeline ─────┤
#5167 Budget Enforcement ────┼──► LEGENDARY #4943 (ACMS)
#5168 Context CLI Commands ──┤
#5169 Large Project Indexing ┘

Note: v3.4.0 milestone is converging (57 open / 130 closed). These epics represent the structural ACMS work that was missing from the hierarchy. Implementation workers should prioritize existing open issues first.

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

**Epic Planning Complete**: All 5 child Epics have been created and linked to this Legendary. ## Child Epics Created - [ ] #5165 — EPIC: Context Tier Storage — Hot/Warm/Cold Storage Implementation - [ ] #5166 — EPIC: Context Assembly Pipeline — Budget-Constrained Context Views - [ ] #5167 — EPIC: Context Budget Enforcement — Token & Size Constraint System - [ ] #5168 — EPIC: Context CLI Commands — agents context list/add/show/clear/inspect - [ ] #5169 — EPIC: Large Project Indexing — 10,000+ File Codebase Support ## Dependency Chain ``` #5165 Context Tier Storage ──┐ #5166 Assembly Pipeline ─────┤ #5167 Budget Enforcement ────┼──► LEGENDARY #4943 (ACMS) #5168 Context CLI Commands ──┤ #5169 Large Project Indexing ┘ ``` **Note**: v3.4.0 milestone is converging (57 open / 130 closed). These epics represent the structural ACMS work that was missing from the hierarchy. Implementation workers should prioritize existing open issues first. --- **Automated by CleverAgents Bot** Supervisor: Epic Planning | Agent: epic-planner
HAL9000 commented 2026-04-14 04:37:36 +00:00
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Closing as superseded by the canonical Legendary #8495 which covers the same scope with a more complete structure.

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Closing as superseded by the canonical Legendary #8495 which covers the same scope with a more complete structure. --- **Automated by CleverAgents Bot** Supervisor: Epic Planning Pool | Agent: epic-planning-pool-supervisor
HAL9000 commented 2026-04-14 04:38:34 +00:00
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⚠️ CORRECTION — Previous comment retracted: This Legendary has open child Epics with active work items and cannot be closed at this time. The previous comment suggesting closure was premature. This issue requires human review before any closure decision is made.

Reason for retraction: Forgejo blocked closure (HTTP 412) because this Legendary has open dependencies (child Epics and/or UAT issues) that are still actively being worked on. These child Epics are NOT covered by the canonical Legendary and represent unique, active work.

Action required: Human review needed to determine whether:

  1. The open child Epics should be migrated to the canonical Legendary before closing this one, OR
  2. This Legendary should remain open as a parallel tracking vehicle, OR
  3. The child Epics should be closed first, then this Legendary closed

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

**⚠️ CORRECTION — Previous comment retracted:** This Legendary has open child Epics with active work items and cannot be closed at this time. The previous comment suggesting closure was premature. This issue requires human review before any closure decision is made. **Reason for retraction:** Forgejo blocked closure (HTTP 412) because this Legendary has open dependencies (child Epics and/or UAT issues) that are still actively being worked on. These child Epics are NOT covered by the canonical Legendary and represent unique, active work. **Action required:** Human review needed to determine whether: 1. The open child Epics should be migrated to the canonical Legendary before closing this one, OR 2. This Legendary should remain open as a parallel tracking vehicle, OR 3. The child Epics should be closed first, then this Legendary closed --- **Automated by CleverAgents Bot** Supervisor: Epic Planning Pool | Agent: epic-planning-pool-supervisor
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docs/auto-docs-2-v380-v390
timeline/day-104-2026-04-14-auto-time-1
bugfix/m3-actor-add-v3-schema-validation
timeline/day-106-2026-04-16-auto-time-1
auto-docs/changelog-architecture-readme
spec/auto-arch-21-v350-autonomy-hardening
chore/timeline-day-105-2026-04-15
docs/timeline-update-2026-04-15-auto-time-1
timeline/day-105-2026-04-15-auto-time-1
benchmark-ci
fix/plan-phase-migration-raw-sql-root-plan-id
auto-arch-12/spec-acms-context-tier-hydrator
timeline/day-106-2026-04-15-auto-time-1
feat/invariant-enforcement-strategize
feat/plan-tree-decision-rendering
feat/plan-correct-revert-append-modes
docs/auto-docs-4-fix-conflicts
docs/auto-docs-1-milestone-docs-v3.0.0-v3.1.0
feat/v3.4.0-acms-lifecycle-policy
pr-9220
fix/a2a-facade-optional-param-validation
feat/ci-guard-llm-secrets
pr-9214
feat/v3.3.0-subplan-status-tracking
feat/v3.3.0-merge-conflict-detection
uat/checkpoint-rollback-merge-tests
fix/pr-review-pool-supervisor-prefix-mismatch
feat/v3.3.0-spawn-subplan-step
auto-time-1-day103-cycle1-session6
feat/v3.8.0-agent-card-endpoint
docs/auto-docs-cycle-24-showcase-nav
auto-inf-3-consolidate-behave-fixtures
fix/issue-7663-docs-writer-missing
auto-time-1-day103-cycle2
docs/timeline-day-104-auto-time-1
auto-arch-16/spec-xml-prompt-injection-mitigation
bugfix/m4-invariant-persistence
uat-a2a-facade-tests-v350
bugfix/m3-behave-parallel-failed-chunk-logs
bugfix/7664-automation-tracking-label-requirements
docs/auto-time-1-timeline-update-2026-04-14
docs/auto-docs-1-milestone-v3-updates
fix/issue-6344-plan-execute-rich-output
docs/action-config-schema-api
fix/bug-hunt-supervisor-nonexistent-file-preflight
fix/retry-policy-model-missing-fields
docs/validation-gate-empty-run-guard
auto-arch-15/spec-retry-policy-canonical-fields
docs/lockservice-advisory-locking
docs/changelog-plan-fix-4197
spec/milestone-plan-section
docs/update-changelog-recent-features
fix/test-infra-remove-redundant-python-variable-robot-files
timeline/day-104-2026-04-14-cycle2
fix/bdd-feature-file-tags
auto-arch-13/spec-default-automation-profile
docs/auto-docs-cycle-1-2026-04-12
docs/cycle-1-git-worktree-sandbox
spec/architecture-critical-gap-fixes
docs/timeline-day-104-auto-time-2
auto-arch-1/add-v380-v390-milestone-plan
docs/developer-setup-guide
fix/auto-profile-spec-prose-description
auto-arch-10/spec-tui-a2a-integration-layer
spec/resource-event-types-clarification
auto-docs-4/changelog-and-observability
auto-arch-4/adr-049-layered-boundary-enforcement
docs/a2a-protocol-autonomy-hardening
auto-arch-9/spec-v3.8.0-milestone-plan
docs/auto-docs-3-reference-index
auto-arch-7/spec-apply-git-worktree
docs/timeline-day104-cycle1-auto-time-4
docs/auto-docs-cycle-1-changelog-updates
auto-arch-6/adr-049-spec-restructuring
docs/auto-docs-1-v340-acms-context-management
docs/auto-docs-1-v320-v330-cli-reference
auto-arch-5/v3.9.0-milestone-plan
test/create-scripts
auto-time-1-day104
timeline/day-104-2026-04-14
docs/auto-time-4-day103-cycle5
auto-time-3-day103-cycle4
auto-docs-5-architecture-overview
spec/three-way-merge-strategy-v3.3.0
spec/checkpoint-system-v3.3.0
auto-docs-4-api-docs-update
auto-docs-1-changelog-expansion
spec/invariant-management-system-v3.2.0
pr-8289
spec/plan-correction-engine-v3.2.0
spec/layered-architecture-boundary-policy
spec/tui-materializer-a2a-integration-v3.7.0
spec/decision-recording-system-v3.2.0
docs/auto-docs-1-milestone-overview
pr-7484
pr-4212
auto-arch-3/v3.8.0-milestone-plan
auto-docs-6/troubleshooting-and-config
auto-time-1-day103-session5
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docs/plan-tree-ulid-examples
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timeline/day-103-2026-04-13
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docs/add-session-management-showcase
spec/arch-sandbox-path-correction-cycle9
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docs/auto-docs-cycle-12-updates
docs/cycle-1-validation-gate-fix
docs/2026-04-08-unreleased-changelog
docs/auto-docs-cycle-2-2026-04-10
docs/session-4615-2026-04-08-cycle1
feat/issue-6361-shell-safety-service-tui
spec/architecture-cycle-25-new-features
fix/issue-6345-automation-profile-add-output
docs/timeline-day-102-2026-04-12
docs/cycle-2-git-worktree-acms-hydrator
spec/arch-sandbox-cleanup-discovery
docs/timeline-day96-2026-04-08
docs/auto-docs-cycle-11
spec/fix-sandbox-strategy-protocol-name
spec/arch-acms-tier-hydration
fix/v3.4.0/context-settings-defaults
docs/add-example-repl-and-actor-run
docs/auto-docs-cycle-10-updates
docs/session-4-2026-04-08-updates
docs/showcase-all-examples-consolidated
docs/timeline-day-97
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docs/add-example-output-format-flags
spec/arch-failfast-cancel-semantics
timeline/day-101-2026-04-11
docs/timeline-day99-2026-04-09-v2
docs/auto-docs-cycle-2-worktree-acms
spec/architecture-v3.8.0-milestone-plan
docs/api-lsp-acms-reference
improvement/agent-bug-hunt-pool-supervisor-yaml-syntax-fix
spec/project-delete-deleted-at-field
spec/architecture-provider-registry-tui-materializer
spec/document-reconciliation-blocked-error-5942
fix/issue-7482-git-log-injection
spec/devcontainer-auto-discovery-schema
feat/issue-6350-conversation-content-pruning
docs/update-module-guides-2026-04-10
timeline/day-100-2026-04-10-auto-time-cycle1
timeline/day-99-2026-04-09-auto-time-v2
docs/cycle-3-module-guides
timeline/day-99-2026-04-09-auto-time
pr-4226
spec/additional-llm-providers-gemini-groq-cohere-together-ollama-mistral
spec/document-context-tier-hydrator-6175
docs/timeline-day99-2026-04-09
spec/invariant-cli-clarifications
docs/add-example-project-init-and-context-management
spec/reconciliation-blocked-error-documentation
spec/fix-invariant-precedence-reference-5861
spec/fix-plan-correct-accepts-plan-id-5558
spec/fix-validation-attach-synopsis-5328
docs/timeline-day-99-cycle-1
docs/timeline-day-99-cycle-2
fix/actor-context-list-regex-arg
docs/timeline-day-99-cycle-3
spec/arch-security-mode-init
docs/auto-docs-cycle-9-updates
fix-resource-fix-resource-remove-to-check-correct-edge-table
feat/issue-6434-tui-env-var-expansion
fix/issue-6321-plan-prompt-timing-field
fix/issue-6322-resource-add-url-flag
feat/issue-6348-sessions-screen
spec/plan-show-command
temp
feat/harden-label-restrictions-1775753628
spec/invariant-reconciliation-failure-behavior
spec/add-reconciliation-failure-behavior-5942
spec/architecture-corrections-cycle3
spec/checkpoint-trigger-names-and-config-key-fix
spec/fix-ai-provider-interface-5801
spec/azure-api-version-default-update
docs/auto-docs-writer-cycle1-labels
spec/fix-resource-type-yaml-format-5622
spec/add-plan-revert-resume-commands-5574
docs/auto-docs-cycle-1-2026-04-09
spec/plan-correct-plan-id-or-decision-id-5558
spec/fix-subgraph-node-actor-ref-field-5427
issue/5284-master-ci-fix
timeline/day-99-2026-04-09-v2
merge-me
docs/session-3377-initial-docs-update
fix/llm-provider-subpackage-exports
spec/arce-acronym-and-tui-keybinding-fixes
spec/architecture-corrections-cycle2
spec/architecture-corrections-cycle1
docs/cycle-1-updates
spec/tui-clarifications-session-export-persona
docs/session-4940-2026-04-08-cycle1
spec/architecture-milestone-plan-v3.2-v3.7
docs/session-4743-2026-04-08-cycle1
docs/timeline-day-98
fix/plan-lifecycle-service-rollback-method
docs/timeline-day98-2026-04-08-v2
docs/add-example-action-and-plan-management
docs/session-2026-04-06-updates
docs/ca-docs-writer-v3.8.1-2026-04-05
fix/session-tell-stub-missing-panels-and-actor-execution
improvement/agent-arch-guard-clone-failure-handling
improvement/agent-test-infra-health-spam-fix-v2
fix-tdd-invert-non-assertion-exceptions
improvement/agent-arch-guard-clone-failure
bugfix/3472-fix-tdd-inversion-logic
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improvement/agent-supervisor-tracking-labels-v2
docs/timeline-day95-v2
docs/timeline-day95-final
docs/update-lsp-api-and-changelog
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docs/timeline-day95-final-2026-04-05
fix/a2a-plan-correct-rollback-wiring
docs/add-lsp-api-and-changelog-2026-04-05
fix/tool-registry-validation-type-discriminator
docs/v3.7.0-documentation-update
docs/ca-docs-writer-2026-04-05-cycle2
fix/invariant-set-merge-action-scope
docs/unreleased-feature-docs
fix/concurrency-cost-tracker-record-usage-race-condition
improvement/agent-ca-test-infra-improver-failure-handling
docs/update-changelog-mcp-plan-ci-2026-04-05
improvement/agent-pr-reviewer-milestone-prioritization
docs/timeline-day95-refresh-2026-04-05
improvement/agent-mandatory-labels-tracking-issues
docs/api-domain-providers-changelog-2026-04-05
docs/ca-docs-writer-2026-04-05
docs/timeline-day95-refresh
fix/skill-add-include-validation
docs/timeline-day-95-2026-04-05-update3
docs/timeline-day-95-2026-04-05-update2
docs/ci-incident-runbook-2597
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docs/shell-safety-api-and-readme-highlights
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docs/timeline-day-55-2026-04-04
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spec/restructure-monolithic-to-split
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feature/m8-tui-persona-export
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feature/m6-estimation
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feat/server-auth-namespace
feature/m8-session-editing
feature/llm-actor-subplan-wiring
feature/m8-tui-first-run-actor-selection
feature/m8-tui-conversation-block-catalog
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feature/m6-estimation-historical-stats
feature/m8-tui-persona-export-import
feature/m8-tui-sessions-screen
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feature/m8-tui-block-context-menu
feature/m8-tui-tool-call-expand
feature/m4-missing-builtin-tools
docs/v3.7.0-release-docs
feature/m8-tui-session-export
test/e2e-wf15-disaster-recovery
test/e2e-wf03-refactoring
test/e2e-m3-acceptance
feature/m8-tui-prompt-history
feature/m8-tui-actor-thought-block-rendering
bugfix/m6-build-hierarchy-child-ids
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test/int-wf13-custom-profile
test/int-wf03-refactoring
test/int-wf11-graph-actor
test/int-wf10-batch
test/int-wf09-session
feature/m3-tdd-issue-consistency-gate
feature/m3-invariant-enforcement-strategize
test/int-wf18-container-clone
test/int-wf01-hello-world
feature/m6-diagnostic-dashboard-health-categories
feature/m6-cli-polish
fix/e2e-db-isolation
feature/m7-post-tui
feature/m9-asgi-endpoint
feature/m7-post-server
tdd/m7-audit-session-race
tdd/m3-skill-add-regression
feature/m9-remote-repos
feature/fs-mount-file-types
tdd/container-resolve-crash
test/e2e-m1-acceptance
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eugen.thaci-patch-3
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feature/post-safety-profile-tests
integration/batch-2026-03-02
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docs/safety-profile-spec-composition
integrate/freemo-batch-1
feature/m4-error-recovery
feature/m4-security-template
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feature/m4-correction-flows
feature/m1-plan-execute-runtime
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feature/m4-definition-of-done
feature/m4-correction-model
feature/m1-apply-pipeline
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feature/m2-lsp-stubs
feature/m3-invariants
feature/m1-actor-runtime
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feature/m6-validation-edge
feature/m3-session-cli
feature/m1-persistence-tests-robot
feature/m3-config-cli
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feature/m5-subplan-tests
feature/m6-review-playbook
feature/aditya-m3-actor-loader
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feature/m4-automation-legacy-cleanup
feature/m3-change-model
feature/m3-skill-git
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fix/robot-tests
feature/m3-actor-registry
feature/m3-tool-cli
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feature/m3-tool-domain-robot
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 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
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 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
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Type
Testing
 Work exclusively focusing on fixing or expanding testing.

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auto/last-attempt-tier-1
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Automation Tracking
auto/needs-conflict-resolution
auto/needs-implementer
auto/postmortem
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Automation
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Bug
Type
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Type
Legendary
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Refactor
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Support
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Type
Testing
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v3.4.0
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Depends on
#5165 EPIC: Context Tier Storage — Hot/Warm/Cold Storage Implementation (ACMS v3.4.0)
cleveragents/cleveragents-core
#5166 EPIC: Context Assembly Pipeline — Budget-Constrained Context Views (ACMS v3.4.0)
cleveragents/cleveragents-core
#5167 EPIC: Context Budget Enforcement — Token & Size Constraint System (ACMS v3.4.0)
cleveragents/cleveragents-core
#5168 EPIC: Context CLI Commands — agents context list/add/show/clear/inspect (ACMS v3.4.0)
cleveragents/cleveragents-core
#5169 EPIC: Large Project Indexing — 10,000+ File Codebase Support (ACMS v3.4.0)
cleveragents/cleveragents-core
#5397 TEST-INFRA: [coverage-gaps] Add coverage for UKO Layer 3 vocabulary insertions
cleveragents/cleveragents-core
#9093 Path Traversal Vulnerability in ContextAnalysisAgent
cleveragents/cleveragents-core
Reference
cleveragents/cleveragents-core#4943
No description provided.