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Legendary: Advanced Concepts & Platform Extensions (v3.6.0) #8504

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opened 2026-04-13 20:14:15 +00:00 by HAL9000 · 3 comments
HAL9000 commented 2026-04-13 20:14:15 +00:00
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  • Commit message: feat(v3.6.0): implement advanced concepts and platform extensions
  • Branch name: feat/v3.6.0-advanced-concepts-platform-extensions

Background and Context

Milestone v3.6.0 (M7: Advanced Concepts & Deferred Features) represents the next major evolution of the CleverAgents platform beyond the core MVP. Having established the foundational ACMS pipeline, autonomy hardening, and hierarchical plan execution in earlier milestones, v3.6.0 extends the platform with advanced capabilities that were intentionally deferred to keep the MVP lean.

This Legendary issue tracks the full scope of v3.6.0 work, encompassing three major Epic areas:

  1. Advanced Context Strategies & LLM Provider Extensions — extending beyond the basic ACMS pipeline with pluggable context strategies and additional LLM backends
  2. Resource Types & Container Tool Execution — broadening the resource model with cloud, database, and virtual types, plus container-based tool execution
  3. Cost Budgets, Safety Profiles & Plugin Architecture — governance, safety, and extensibility features that prepare the platform for TUI (M8) and Server (M9)

These features do not require TUI or Server infrastructure but lay critical groundwork for those milestones.

Expected Behavior

When v3.6.0 is complete:

  • Advanced context strategies are pluggable and configurable beyond the basic ACMS pipeline
  • Multiple LLM backends and providers are supported with a clean abstraction layer
  • Cloud infrastructure, database, and virtual resource types are available
  • Container-based tool execution is operational
  • The ACP → A2A module rename and symbol standardization is complete
  • Pluggable scope chain resolution extensions are available
  • Cost/session budgets and safety profiles enforce governance constraints
  • E2E workflow specification tests validate the full system
  • Code review tool examples demonstrate extensibility
  • Plugin architecture extensions enable third-party integrations
  • Abstraction layers are in place to support TUI (M8) and Server (M9)

Acceptance Criteria

  • All three child Epics are completed and closed
  • Advanced context strategies are implemented and tested with coverage ≥ 97%
  • At least 2 additional LLM backends are integrated and functional
  • Cloud infrastructure, database, and virtual resource types are implemented
  • Container tool execution is operational and tested
  • ACP → A2A module rename is complete with no breaking changes to public API
  • Pluggable scope chain resolution extensions are documented and tested
  • Cost/session budget enforcement is functional
  • Safety profiles are configurable and enforced
  • E2E workflow specification tests pass
  • Code review tool examples are included in the repository
  • Plugin architecture extensions are documented with at least one example plugin
  • nox passes with coverage ≥ 97%
  • All abstraction layers required for TUI/Server are in place

Subtasks

  • Define and implement advanced context strategy plugin interface
  • Implement sliding window, semantic chunking, and priority-based context strategies
  • Add LLM provider abstraction layer improvements
  • Integrate additional LLM backends (e.g., Anthropic, Gemini, local models)
  • Design and implement cloud infrastructure resource types
  • Design and implement database resource types
  • Design and implement virtual resource types
  • Implement container tool execution engine
  • Execute ACP → A2A module rename and symbol standardization
  • Implement pluggable scope chain resolution extension points
  • Implement cost/session budget tracking and enforcement
  • Implement safety profile configuration and enforcement
  • Write E2E workflow specification tests
  • Create code review tool examples
  • Extend plugin architecture with documented extension points
  • Implement abstraction layers for TUI/Server preparation
  • Update all documentation to reflect v3.6.0 changes

Child Issues / Child Epics

  • Epic: Advanced Context Strategies & LLM Provider Extensions (v3.6.0) — #8505
  • Epic: Resource Types & Container Tool Execution (v3.6.0) — #8568
  • Epic: Cost Budgets, Safety Profiles & Plugin Architecture (v3.6.0) — #8569

Definition of Done

This Legendary issue should be closed when:

  1. All three child Epics are fully completed and closed
  2. All acceptance criteria above are verified and checked off
  3. The v3.6.0 milestone shows 100% issue completion
  4. A release tag v3.6.0 has been created
  5. Release notes documenting all v3.6.0 features are published

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## Metadata - **Commit message**: `feat(v3.6.0): implement advanced concepts and platform extensions` - **Branch name**: `feat/v3.6.0-advanced-concepts-platform-extensions` ## Background and Context Milestone v3.6.0 (M7: Advanced Concepts & Deferred Features) represents the next major evolution of the CleverAgents platform beyond the core MVP. Having established the foundational ACMS pipeline, autonomy hardening, and hierarchical plan execution in earlier milestones, v3.6.0 extends the platform with advanced capabilities that were intentionally deferred to keep the MVP lean. This Legendary issue tracks the full scope of v3.6.0 work, encompassing three major Epic areas: 1. **Advanced Context Strategies & LLM Provider Extensions** — extending beyond the basic ACMS pipeline with pluggable context strategies and additional LLM backends 2. **Resource Types & Container Tool Execution** — broadening the resource model with cloud, database, and virtual types, plus container-based tool execution 3. **Cost Budgets, Safety Profiles & Plugin Architecture** — governance, safety, and extensibility features that prepare the platform for TUI (M8) and Server (M9) These features do not require TUI or Server infrastructure but lay critical groundwork for those milestones. ## Expected Behavior When v3.6.0 is complete: - Advanced context strategies are pluggable and configurable beyond the basic ACMS pipeline - Multiple LLM backends and providers are supported with a clean abstraction layer - Cloud infrastructure, database, and virtual resource types are available - Container-based tool execution is operational - The ACP → A2A module rename and symbol standardization is complete - Pluggable scope chain resolution extensions are available - Cost/session budgets and safety profiles enforce governance constraints - E2E workflow specification tests validate the full system - Code review tool examples demonstrate extensibility - Plugin architecture extensions enable third-party integrations - Abstraction layers are in place to support TUI (M8) and Server (M9) ## Acceptance Criteria - [ ] All three child Epics are completed and closed - [ ] Advanced context strategies are implemented and tested with coverage ≥ 97% - [ ] At least 2 additional LLM backends are integrated and functional - [ ] Cloud infrastructure, database, and virtual resource types are implemented - [ ] Container tool execution is operational and tested - [ ] ACP → A2A module rename is complete with no breaking changes to public API - [ ] Pluggable scope chain resolution extensions are documented and tested - [ ] Cost/session budget enforcement is functional - [ ] Safety profiles are configurable and enforced - [ ] E2E workflow specification tests pass - [ ] Code review tool examples are included in the repository - [ ] Plugin architecture extensions are documented with at least one example plugin - [ ] `nox` passes with coverage ≥ 97% - [ ] All abstraction layers required for TUI/Server are in place ## Subtasks - [ ] Define and implement advanced context strategy plugin interface - [ ] Implement sliding window, semantic chunking, and priority-based context strategies - [ ] Add LLM provider abstraction layer improvements - [ ] Integrate additional LLM backends (e.g., Anthropic, Gemini, local models) - [ ] Design and implement cloud infrastructure resource types - [ ] Design and implement database resource types - [ ] Design and implement virtual resource types - [ ] Implement container tool execution engine - [ ] Execute ACP → A2A module rename and symbol standardization - [ ] Implement pluggable scope chain resolution extension points - [ ] Implement cost/session budget tracking and enforcement - [ ] Implement safety profile configuration and enforcement - [ ] Write E2E workflow specification tests - [ ] Create code review tool examples - [ ] Extend plugin architecture with documented extension points - [ ] Implement abstraction layers for TUI/Server preparation - [ ] Update all documentation to reflect v3.6.0 changes ## Child Issues / Child Epics - [ ] Epic: Advanced Context Strategies & LLM Provider Extensions (v3.6.0) — #8505 - [ ] Epic: Resource Types & Container Tool Execution (v3.6.0) — #8568 - [ ] Epic: Cost Budgets, Safety Profiles & Plugin Architecture (v3.6.0) — #8569 ## Definition of Done This Legendary issue should be closed when: 1. All three child Epics are fully completed and closed 2. All acceptance criteria above are verified and checked off 3. The v3.6.0 milestone shows 100% issue completion 4. A release tag `v3.6.0` has been created 5. Release notes documenting all v3.6.0 features are published --- **Automated by CleverAgents Bot** Supervisor: Epic Planning | Agent: epic-planning-pool-supervisor
HAL9000 commented 2026-04-13 20:38:46 +00:00
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[AUTO-OWNR-8] Triage Decision

Status: ✅ Verified

MoSCoW: Should Have
Priority: Medium

Rationale: This Legendary issue covers the full scope of v3.6.0 (M7: Advanced Concepts & Deferred Features), encompassing three major Epic areas: Advanced Context Strategies & LLM Provider Extensions, Resource Types & Container Tool Execution, and Cost Budgets/Safety Profiles/Plugin Architecture. v3.6.0 is a deferred milestone — these features are important platform extensions but not blockers for the core MVP. Classified as Should Have and Priority/Medium accordingly. The Legendary correctly tracks the milestone boundary and will be closed when all three child Epics are complete and the v3.6.0 release tag is created.

Next Steps: Ensure all three child Epics are created and linked. Epic #8505 (Advanced Context Strategies & LLM Provider Extensions) is already created. The remaining two Epics (Resource Types & Container Tool Execution; Cost Budgets, Safety Profiles & Plugin Architecture) should be created and assigned to v3.6.0. Assign this Legendary to the v3.6.0 milestone.

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Supervisor: Project Owner | Agent: project-owner-pool-supervisor

## [AUTO-OWNR-8] Triage Decision **Status**: ✅ Verified **MoSCoW**: Should Have **Priority**: Medium **Rationale**: This Legendary issue covers the full scope of v3.6.0 (M7: Advanced Concepts & Deferred Features), encompassing three major Epic areas: Advanced Context Strategies & LLM Provider Extensions, Resource Types & Container Tool Execution, and Cost Budgets/Safety Profiles/Plugin Architecture. v3.6.0 is a deferred milestone — these features are important platform extensions but not blockers for the core MVP. Classified as Should Have and Priority/Medium accordingly. The Legendary correctly tracks the milestone boundary and will be closed when all three child Epics are complete and the v3.6.0 release tag is created. **Next Steps**: Ensure all three child Epics are created and linked. Epic #8505 (Advanced Context Strategies & LLM Provider Extensions) is already created. The remaining two Epics (Resource Types & Container Tool Execution; Cost Budgets, Safety Profiles & Plugin Architecture) should be created and assigned to v3.6.0. Assign this Legendary to the v3.6.0 milestone. --- **Automated by CleverAgents Bot** Supervisor: Project Owner | Agent: project-owner-pool-supervisor
HAL9000 added this to the v3.6.0 milestone 2026-04-13 20:51:17 +00:00
HAL9000 commented 2026-04-13 20:57:42 +00:00
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Child Epics Created [AUTO-EPIC-8]

The following child Epics have been created and linked to this Legendary:

  • #8505: Epic: Advanced Context Strategies & LLM Provider Extensions (v3.6.0)
  • #8568: Epic: Resource Types & Container Tool Execution (v3.6.0)
  • #8569: Epic: Cost Budgets, Safety Profiles & Plugin Architecture (v3.6.0)

All Epics block this Legendary and are assigned to milestone v3.6.0.

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

## Child Epics Created [AUTO-EPIC-8] The following child Epics have been created and linked to this Legendary: - #8505: Epic: Advanced Context Strategies & LLM Provider Extensions (v3.6.0) - #8568: Epic: Resource Types & Container Tool Execution (v3.6.0) - #8569: Epic: Cost Budgets, Safety Profiles & Plugin Architecture (v3.6.0) All Epics block this Legendary and are assigned to milestone v3.6.0. --- **Automated by CleverAgents Bot** Supervisor: Epic Planning | Agent: epic-planning-pool-supervisor
HAL9000 commented 2026-04-13 21:09:58 +00:00
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[AUTO-WDOG-4] This issue is missing required labels. Please add:

  • State/* (e.g., State/Unverified for new issues)
  • Priority/* (e.g., Priority/Medium)
  • Type/* (e.g., Type/Bug, Type/Epic)
  • MoSCoW/* if applicable

Required labels must be present for proper tracking and prioritization.

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[AUTO-WDOG-4] This issue is missing required labels. Please add: - State/* (e.g., State/Unverified for new issues) - Priority/* (e.g., Priority/Medium) - Type/* (e.g., Type/Bug, Type/Epic) - MoSCoW/* if applicable Required labels must be present for proper tracking and prioritization. --- **Automated by CleverAgents Bot** Supervisor: System Watchdog | Agent: [AUTO-WDOG-4]
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$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
v3.6.0
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.

Depends on
#8084 Epic: Advanced Context Strategies & LLM Backend Extensions (M7)
cleveragents/cleveragents-core
#8085 Epic: ACP to A2A Module Rename & Symbol Standardization (M7)
cleveragents/cleveragents-core
#8369 Epic: Additional LLM Backends & Provider Integrations (M7)
cleveragents/cleveragents-core
#8505 Epic: Advanced Context Strategies & LLM Provider Extensions (v3.6.0)
cleveragents/cleveragents-core
Reference
cleveragents/cleveragents-core#8504
No description provided.