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Epic: Decision Recording & Persistence (v3.2.0) #8477

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opened 2026-04-13 20:05:38 +00:00 by HAL9000 · 3 comments
HAL9000 commented 2026-04-13 20:05:38 +00:00
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  • Commit message: feat(decisions): implement decision recording, context snapshots, DB persistence, plan tree and plan explain CLI
  • Branch name: feat/v3.2.0-decision-recording-persistence

Background and Context

As part of the v3.2.0 milestone (M3: Decisions + Validations + Invariants), the agent system needs to record every decision made during the Strategize and Execute phases. Currently, no persistent audit trail exists — once a plan runs, there is no way to review what decisions were made, what alternatives were considered, or why a particular path was chosen.

This Epic delivers the core decision recording infrastructure: capturing decisions with full context snapshots, persisting them to the database, and exposing them via two new CLI commands (agents plan tree and agents plan explain).

This Epic blocks the parent Legendary issue #8475.

Expected Behavior

  • During Strategize and Execute phases, every decision is captured with a full context snapshot (inputs, outputs, alternatives considered, rationale)
  • Decision records are written to the database atomically with the plan execution
  • agents plan tree renders a visual tree of all decisions in a plan, showing the hierarchy and status of each node
  • agents plan explain <decision-id> displays full details for a single decision: context, rationale, alternatives considered, and outcome

Acceptance Criteria

  • Decisions are recorded during Strategize phase with full context snapshots
  • Decisions are recorded during Execute phase with full context snapshots
  • Decision records include: decision ID, phase, timestamp, context snapshot, alternatives considered, rationale, and outcome
  • Decision data is persisted to the database (durable across restarts)
  • agents plan tree renders the decision tree correctly, showing hierarchy
  • agents plan explain <id> shows full decision details including alternatives considered
  • Database schema migrations are included and reversible
  • Test coverage >= 97% for all new code in this Epic

Subtasks

  • Design and implement the Decision data model and database schema
  • Write and apply database migration for the decisions table
  • Implement decision recording hook in the Strategize phase
  • Implement decision recording hook in the Execute phase
  • Implement context snapshot capture (inputs, outputs, alternatives, rationale)
  • Implement agents plan tree CLI command with tree rendering
  • Implement agents plan explain CLI command with full detail output
  • Write unit tests for decision recording logic (>= 97% coverage)
  • Write integration tests for plan tree and plan explain CLI commands
  • Update documentation / help text for new CLI commands

Child Issues / Child Epics

Child implementation issues linked below.

# Title Status
#8521 Implement Decision data model & DB schema 🔲 Open
#8522 Implement decision recording in Strategize phase 🔲 Open
#8523 Implement decision recording in Execute phase 🔲 Open
#8525 Implement agents plan tree CLI command 🔲 Open
#8528 Implement agents plan explain CLI command 🔲 Open

Definition of Done

This Epic should be closed when:

  1. All Acceptance Criteria above are verified and checked off
  2. All child implementation issues are closed
  3. Test coverage >= 97% is confirmed by CI for all new code
  4. Code has passed peer review and been merged to the main branch
  5. The parent Legendary issue #8475 has been updated to reflect this Epic's completion

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## Metadata - **Commit message**: `feat(decisions): implement decision recording, context snapshots, DB persistence, plan tree and plan explain CLI` - **Branch name**: `feat/v3.2.0-decision-recording-persistence` ## Background and Context As part of the v3.2.0 milestone (M3: Decisions + Validations + Invariants), the agent system needs to record every decision made during the Strategize and Execute phases. Currently, no persistent audit trail exists — once a plan runs, there is no way to review what decisions were made, what alternatives were considered, or why a particular path was chosen. This Epic delivers the core decision recording infrastructure: capturing decisions with full context snapshots, persisting them to the database, and exposing them via two new CLI commands (`agents plan tree` and `agents plan explain`). This Epic blocks the parent Legendary issue #8475. ## Expected Behavior - During Strategize and Execute phases, every decision is captured with a full context snapshot (inputs, outputs, alternatives considered, rationale) - Decision records are written to the database atomically with the plan execution - `agents plan tree` renders a visual tree of all decisions in a plan, showing the hierarchy and status of each node - `agents plan explain <decision-id>` displays full details for a single decision: context, rationale, alternatives considered, and outcome ## Acceptance Criteria - [ ] Decisions are recorded during Strategize phase with full context snapshots - [ ] Decisions are recorded during Execute phase with full context snapshots - [ ] Decision records include: decision ID, phase, timestamp, context snapshot, alternatives considered, rationale, and outcome - [ ] Decision data is persisted to the database (durable across restarts) - [ ] `agents plan tree` renders the decision tree correctly, showing hierarchy - [ ] `agents plan explain <id>` shows full decision details including alternatives considered - [ ] Database schema migrations are included and reversible - [ ] Test coverage >= 97% for all new code in this Epic ## Subtasks - [ ] Design and implement the `Decision` data model and database schema - [ ] Write and apply database migration for the decisions table - [ ] Implement decision recording hook in the Strategize phase - [ ] Implement decision recording hook in the Execute phase - [ ] Implement context snapshot capture (inputs, outputs, alternatives, rationale) - [ ] Implement `agents plan tree` CLI command with tree rendering - [ ] Implement `agents plan explain` CLI command with full detail output - [ ] Write unit tests for decision recording logic (>= 97% coverage) - [ ] Write integration tests for `plan tree` and `plan explain` CLI commands - [ ] Update documentation / help text for new CLI commands ## Child Issues / Child Epics > Child implementation issues linked below. | # | Title | Status | |---|-------|--------| | #8521 | Implement Decision data model & DB schema | 🔲 Open | | #8522 | Implement decision recording in Strategize phase | 🔲 Open | | #8523 | Implement decision recording in Execute phase | 🔲 Open | | #8525 | Implement `agents plan tree` CLI command | 🔲 Open | | #8528 | Implement `agents plan explain` CLI command | 🔲 Open | ## Definition of Done This Epic should be closed when: 1. All Acceptance Criteria above are verified and checked off 2. All child implementation issues are closed 3. Test coverage >= 97% is confirmed by CI for all new code 4. Code has passed peer review and been merged to the main branch 5. The parent Legendary issue #8475 has been updated to reflect this Epic's completion --- **Automated by CleverAgents Bot** Supervisor: Epic Planning | Agent: epic-planning-pool-supervisor
HAL9000 added this to the v3.2.0 milestone 2026-04-13 20:06:16 +00:00
HAL9000 commented 2026-04-13 20:36:52 +00:00
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[AUTO-OWNR-2] Triage Decision

Status: ✅ Verified

MoSCoW: Must Have
Priority: Critical

Rationale: This Epic is the foundational building block of the v3.2.0 milestone. Without decision recording and persistence, none of the higher-level features (invariant enforcement, plan correction) can function — they all depend on a durable decision audit trail in the database. The milestone acceptance criteria explicitly call out decision recording during Strategize and Execute phases, plan tree, and plan explain as required deliverables. This Epic directly blocks the parent Legendary #8475 and is a hard prerequisite for v3.2.0 completion.

Next Steps: Child implementation issues should be created for: (1) Decision data model & DB schema, (2) decision recording hook in Strategize phase, (3) decision recording hook in Execute phase, (4) agents plan tree CLI command, (5) agents plan explain CLI command. Each child issue should target ≥ 97% test coverage. This Epic should be picked up as the first v3.2.0 implementation work item.

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## [AUTO-OWNR-2] Triage Decision **Status**: ✅ Verified **MoSCoW**: Must Have **Priority**: Critical **Rationale**: This Epic is the foundational building block of the v3.2.0 milestone. Without decision recording and persistence, none of the higher-level features (invariant enforcement, plan correction) can function — they all depend on a durable decision audit trail in the database. The milestone acceptance criteria explicitly call out decision recording during Strategize and Execute phases, `plan tree`, and `plan explain` as required deliverables. This Epic directly blocks the parent Legendary #8475 and is a hard prerequisite for v3.2.0 completion. **Next Steps**: Child implementation issues should be created for: (1) Decision data model & DB schema, (2) decision recording hook in Strategize phase, (3) decision recording hook in Execute phase, (4) `agents plan tree` CLI command, (5) `agents plan explain` CLI command. Each child issue should target ≥ 97% test coverage. This Epic should be picked up as the first v3.2.0 implementation work item. --- **Automated by CleverAgents Bot** Supervisor: Project Owner | Agent: project-owner-pool-supervisor
HAL9000 commented 2026-04-13 20:57:37 +00:00
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✅ Child Implementation Issues Created

All 5 child implementation issues for this Epic have been created and linked. Each issue is assigned to milestone v3.2.0 (ID: 105) and labelled with Type/Feature, Priority/High, MoSCoW/Must have, and State/Verified.

# Title Branch Prefix Labels
#8521 feat(decisions): implement Decision data model and database schema feat/v3.2.0-decision-data-model-db-schema Type/Feature, Priority/High, MoSCoW/Must have, State/Verified
#8522 feat(decisions): implement decision recording hook in Strategize phase feat/v3.2.0-decision-recording-strategize Type/Feature, Priority/High, MoSCoW/Must have, State/Verified
#8523 feat(decisions): implement decision recording hook in Execute phase feat/v3.2.0-decision-recording-execute Type/Feature, Priority/High, MoSCoW/Must have, State/Verified
#8525 feat(decisions): implement agents plan tree CLI command feat/v3.2.0-plan-tree-cli Type/Feature, Priority/High, MoSCoW/Must have, State/Verified
#8528 feat(decisions): implement agents plan explain CLI command feat/v3.2.0-plan-explain-cli Type/Feature, Priority/High, MoSCoW/Must have, State/Verified

Each child issue blocks this Epic (#8477). The Epic body has been updated to replace all TBD entries with the actual issue numbers above.

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

## ✅ Child Implementation Issues Created All 5 child implementation issues for this Epic have been created and linked. Each issue is assigned to milestone **v3.2.0** (ID: 105) and labelled with `Type/Feature`, `Priority/High`, `MoSCoW/Must have`, and `State/Verified`. | # | Title | Branch Prefix | Labels | |---|-------|---------------|--------| | #8521 | feat(decisions): implement Decision data model and database schema | `feat/v3.2.0-decision-data-model-db-schema` | Type/Feature, Priority/High, MoSCoW/Must have, State/Verified | | #8522 | feat(decisions): implement decision recording hook in Strategize phase | `feat/v3.2.0-decision-recording-strategize` | Type/Feature, Priority/High, MoSCoW/Must have, State/Verified | | #8523 | feat(decisions): implement decision recording hook in Execute phase | `feat/v3.2.0-decision-recording-execute` | Type/Feature, Priority/High, MoSCoW/Must have, State/Verified | | #8525 | feat(decisions): implement agents plan tree CLI command | `feat/v3.2.0-plan-tree-cli` | Type/Feature, Priority/High, MoSCoW/Must have, State/Verified | | #8528 | feat(decisions): implement agents plan explain CLI command | `feat/v3.2.0-plan-explain-cli` | Type/Feature, Priority/High, MoSCoW/Must have, State/Verified | Each child issue blocks this Epic (#8477). The Epic body has been updated to replace all TBD entries with the actual issue numbers above. --- **Automated by CleverAgents Bot** Supervisor: Epic Planning | Agent: epic-planning-pool-supervisor
freemo commented 2026-05-12 09:56:39 +00:00
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Implementation Attempt — Tier 1: qwen-large — Success

Implemented ExecutePhaseDecisionHook for Epic #8477 (v3.2.0 - Decision Recording & Persistence).

The hook is the Execute-phase mirror of StrategizeDecisionHook, providing six recording methods:

  • implementation_choice, tool_invocation, error_recovery, validation_response
  • subplan_spawn, subplan_parallel_spawn, resource_selection (Execute-phase)

Each decision captures full context snapshots and persists atomically via DecisionService.

PR: #11154
Branch: feat/v3.2.0-decision-recording-persistence

Automated by CleverAgents Bot
Supervisor: Implementation | Agent: task-implementor

**Implementation Attempt** — Tier 1: qwen-large — Success Implemented ``ExecutePhaseDecisionHook`` for Epic #8477 (v3.2.0 - Decision Recording & Persistence). The hook is the Execute-phase mirror of ``StrategizeDecisionHook``, providing six recording methods: - implementation_choice, tool_invocation, error_recovery, validation_response - subplan_spawn, subplan_parallel_spawn, resource_selection (Execute-phase) Each decision captures full context snapshots and persists atomically via DecisionService. **PR:** https://git.cleverthis.com/cleveragents/cleveragents-core/pulls/11154 **Branch:** feat/v3.2.0-decision-recording-persistence --- Automated by CleverAgents Bot Supervisor: Implementation | Agent: task-implementor
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$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
v3.2.0
Projects
Clear projects
No items
No project
Assignees
Clear assignees
No assignees
2 participants
Notifications
Due date
The due date is invalid or out of range. Please use the format "yyyy-mm-dd".

No due date set.

Dependencies

No dependencies set.

Reference
cleveragents/cleveragents-core#8477
No description provided.