EPIC: Decision Recording & Tree Visualization — Plan Decisions Persisted to DB #4958

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opened 2026-04-08 23:40:13 +00:00 by freemo · 2 comments

freemo commented 2026-04-08 23:40:13 +00:00

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Epic: Decision Recording & Tree Visualization

This Epic covers the recording of decisions during Strategize and Execute phases, persistence to the database, and visualization via agents plan tree and agents plan explain.

Demonstrable Capability

When this Epic is complete, a developer can:

1. Execute a plan and see all decisions recorded in the database
2. Run agents plan tree to visualize the decision tree
3. Run agents plan explain <decision-id> to see decision details
4. View alternatives considered for each decision

Child Issues

Definition of Done

• All child issues are closed
• Decisions recorded during Strategize with full context snapshots
• Decision tree persists to database
• agents plan tree renders decision tree correctly
• agents plan explain shows decision details including alternatives
• All nox stages pass
• Coverage >= 97%

Metadata

• Branch Naming Convention: feat/m3/decision-recording
• Milestone: v3.2.0
• Parent Legendary: #4942

---

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

## Epic: Decision Recording & Tree Visualization This Epic covers the recording of decisions during Strategize and Execute phases, persistence to the database, and visualization via `agents plan tree` and `agents plan explain`. ### Demonstrable Capability When this Epic is complete, a developer can: 1. Execute a plan and see all decisions recorded in the database 2. Run `agents plan tree` to visualize the decision tree 3. Run `agents plan explain <decision-id>` to see decision details 4. View alternatives considered for each decision ### Child Issues <!-- Updated by automation after child issues are created --> ### Definition of Done - [ ] All child issues are closed - [ ] Decisions recorded during Strategize with full context snapshots - [ ] Decision tree persists to database - [ ] `agents plan tree` renders decision tree correctly - [ ] `agents plan explain` shows decision details including alternatives - [ ] All nox stages pass - [ ] Coverage >= 97% ## Metadata - **Branch Naming Convention**: `feat/m3/decision-recording` - **Milestone**: v3.2.0 - **Parent Legendary**: #4942 --- **Automated by CleverAgents Bot** Supervisor: Epic Planning | Agent: epic-planner

freemo added the

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High

State

Unverified

Type

Epic

labels 2026-04-08 23:40:27 +00:00

freemo added a new dependency 2026-04-08 23:40:35 +00:00

#4942 LEGENDARY: Decision Intelligence — Plan Decisions, Corrections, Subplans & Checkpoints

freemo referenced this issue 2026-04-08 23:43:03 +00:00

LEGENDARY: Decision Intelligence — Plan Decisions, Corrections, Subplans & Checkpoints #4942

HAL9000 referenced this issue 2026-04-09 00:19:32 +00:00

[AUTO-EPIC] Epic Planning Health Report (Cycle 1) #4985

HAL9000 referenced this issue 2026-04-09 00:20:25 +00:00

feat(decisions): implement DecisionRecorder service to capture decisions during Strategize phase #4988

HAL9000 referenced this issue 2026-04-09 00:20:37 +00:00

feat(decisions): implement plan tree renderer for agents plan tree CLI command #4991

HAL9000 referenced this issue 2026-04-09 00:20:48 +00:00

feat(decisions): implement agents plan explain command to show decision details and alternatives #4992

HAL9000 added a new dependency 2026-04-09 00:21:03 +00:00

#4988 feat(decisions): implement DecisionRecorder service to capture decisions during Strategize phase

HAL9000 added a new dependency 2026-04-09 00:21:06 +00:00

#4991 feat(decisions): implement plan tree renderer for agents plan tree CLI command

HAL9000 added a new dependency 2026-04-09 00:21:08 +00:00

#4992 feat(decisions): implement agents plan explain command to show decision details and alternatives

HAL9000 commented 2026-04-09 00:21:22 +00:00

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Child Issues Created

The following child issues have been created for this Epic:

• #4988 — feat(decisions): implement DecisionRecorder service to capture decisions during Strategize phase (foundational — must be done first)
• #4991 — feat(decisions): implement plan tree renderer for agents plan tree CLI command (depends on #4988)
• #4992 — feat(decisions): implement agents plan explain command to show decision details and alternatives (depends on #4988)

Note: These issues were placed in Priority/Backlog (no milestone) because milestone v3.2.0 is converging (235 closed vs 86 open). A maintainer should assign them to the appropriate milestone.

Dependency Chain: #4988 → #4991, #4992 → Epic #4958

---

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

## Child Issues Created The following child issues have been created for this Epic: - [ ] #4988 — feat(decisions): implement DecisionRecorder service to capture decisions during Strategize phase *(foundational — must be done first)* - [ ] #4991 — feat(decisions): implement plan tree renderer for `agents plan tree` CLI command *(depends on #4988)* - [ ] #4992 — feat(decisions): implement `agents plan explain` command to show decision details and alternatives *(depends on #4988)* **Note**: These issues were placed in `Priority/Backlog` (no milestone) because milestone v3.2.0 is converging (235 closed vs 86 open). A maintainer should assign them to the appropriate milestone. **Dependency Chain**: #4988 → #4991, #4992 → Epic #4958 --- **Automated by CleverAgents Bot** Supervisor: Epic Planning | Agent: epic-planner

HAL9000 commented 2026-04-09 00:33:27 +00:00

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Issue triaged by project owner:

• State: Verified
• Priority: High — Decision recording is the foundation of the Decision Intelligence Legendary (#4942); without it, no plan decisions can be persisted or visualized
• Milestone: v3.2.0
• Story Points: 34 — XXL — Epic with multiple child issues covering DB schema, tree visualization, and decision persistence
• MoSCoW: Must Have — Decision recording is explicitly required by the spec and is the first deliverable in the Decision Intelligence Legendary
• Parent Legendary: #4942

This Epic is valid and well-scoped. It covers decision persistence to DB, tree visualization, and the agents plan tree command.

---

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

Issue triaged by project owner: - **State**: Verified - **Priority**: High — Decision recording is the foundation of the Decision Intelligence Legendary (#4942); without it, no plan decisions can be persisted or visualized - **Milestone**: v3.2.0 - **Story Points**: 34 — XXL — Epic with multiple child issues covering DB schema, tree visualization, and decision persistence - **MoSCoW**: Must Have — Decision recording is explicitly required by the spec and is the first deliverable in the Decision Intelligence Legendary - **Parent Legendary**: #4942 This Epic is valid and well-scoped. It covers decision persistence to DB, tree visualization, and the `agents plan tree` command. --- **Automated by CleverAgents Bot** Supervisor: Project Owner | Agent: project-owner

HAL9000 added

State

Verified

Points

34

MoSCoW

Must have

and removed

State

Unverified

labels 2026-04-09 00:34:37 +00:00

HAL9000 added this to the v3.2.0 milestone 2026-04-09 00:34:38 +00:00

HAL9000 referenced this issue 2026-04-09 00:37:47 +00:00

EPIC: Correction Engine — Revert & Append Modes with plan.attempt Tracking #4959

HAL9000 referenced this issue 2026-04-09 00:50:43 +00:00

UAT: agents plan list --format json does not produce spec-required JSON envelope #4964

HAL9000 added a new dependency 2026-04-09 00:50:57 +00:00

#4964 UAT: agents plan list --format json does not produce spec-required JSON envelope

HAL9000 referenced this issue 2026-04-09 00:53:29 +00:00

UAT: agents plan tree --format json does not produce spec-required JSON envelope #4976

HAL9000 referenced this issue 2026-04-09 00:53:29 +00:00

UAT: agents plan cancel --format json does not produce spec-required JSON envelope #4975

HAL9000 referenced this issue 2026-04-09 00:53:30 +00:00

UAT: agents plan status --format json does not produce spec-required JSON envelope #4974

HAL9000 referenced this issue 2026-04-09 00:53:30 +00:00

UAT: agents plan apply --format json does not produce spec-required JSON envelope #4970

HAL9000 referenced this issue 2026-04-09 00:53:30 +00:00

UAT: agents plan use --format json does not produce spec-required JSON envelope #4969

HAL9000 added a new dependency 2026-04-09 00:53:35 +00:00

#4976 UAT: agents plan tree --format json does not produce spec-required JSON envelope

HAL9000 added a new dependency 2026-04-09 00:53:35 +00:00

#4975 UAT: agents plan cancel --format json does not produce spec-required JSON envelope

HAL9000 added a new dependency 2026-04-09 00:53:35 +00:00

#4974 UAT: agents plan status --format json does not produce spec-required JSON envelope

HAL9000 added a new dependency 2026-04-09 00:53:35 +00:00

#4970 UAT: agents plan apply --format json does not produce spec-required JSON envelope

HAL9000 added a new dependency 2026-04-09 00:53:36 +00:00

#4969 UAT: agents plan use --format json does not produce spec-required JSON envelope

HAL9000 referenced this issue 2026-04-09 00:55:21 +00:00

[AUTO-PROJ-OWN] Project Owner Report (Cycle 1) #4989

HAL9000 referenced this issue 2026-04-09 01:03:36 +00:00

feat(decisions): implement agents plan explain command to show decision details and alternatives #4992

HAL9000 referenced this issue 2026-04-09 01:03:37 +00:00

feat(decisions): implement plan tree renderer for agents plan tree CLI command #4991

HAL9000 referenced this issue 2026-04-09 01:03:37 +00:00

feat(decisions): implement DecisionRecorder service to capture decisions during Strategize phase #4988

HAL9000 referenced this issue 2026-04-09 01:03:45 +00:00

feat(decisions): implement agents plan explain command to show decision details and alternatives #4992

HAL9000 referenced this issue 2026-04-09 01:03:46 +00:00

feat(decisions): implement plan tree renderer for agents plan tree CLI command #4991

HAL9000 referenced this issue 2026-04-09 01:03:47 +00:00

feat(decisions): implement DecisionRecorder service to capture decisions during Strategize phase #4988

HAL9000 referenced this issue 2026-04-09 01:03:55 +00:00

feat(decisions): implement agents plan explain command to show decision details and alternatives #4992

HAL9000 referenced this issue 2026-04-09 01:03:56 +00:00

feat(decisions): implement plan tree renderer for agents plan tree CLI command #4991

HAL9000 referenced this issue 2026-04-09 01:03:56 +00:00

feat(decisions): implement DecisionRecorder service to capture decisions during Strategize phase #4988

HAL9000 referenced this issue 2026-04-09 01:29:15 +00:00

[AUTO-EPIC] Epic Planning Health Report (Cycle 2) #5134

HAL9000 referenced this issue 2026-04-09 03:01:41 +00:00

UAT: agents plan tree rich output missing Tree Summary, Child Plans, and Decision IDs panels #5183

HAL9000 referenced this issue 2026-04-09 03:02:13 +00:00

UAT: agents plan explain rich output missing Impact panel, Correction panel, and ✓ OK message #5186

HAL9000 added a new dependency 2026-04-09 03:12:10 +00:00

#5183 UAT: agents plan tree rich output missing Tree Summary, Child Plans, and Decision IDs panels

HAL9000 added a new dependency 2026-04-09 03:12:11 +00:00

#5186 UAT: agents plan explain rich output missing Impact panel, Correction panel, and ✓ OK message

HAL9000 added a new dependency 2026-04-09 03:12:16 +00:00

#5189 UAT: agents plan list --namespace filter not implemented — spec examples show namespace-scoped plan listing

HAL9000 referenced this issue 2026-04-09 03:38:39 +00:00

[AUTO-EPIC] Epic Planning Health Report (Cycle 6) #5227

HAL9000 referenced this issue 2026-04-09 05:53:40 +00:00

UAT: PlanExecutor.run_strategize() does not persist StrategyDecision objects to the decisions table — plan tree is always empty after strategize #5336

HAL9000 referenced this issue 2026-04-09 05:54:48 +00:00

UAT: agents plan tree --format json output is raw tree array instead of spec-required JSON envelope with command/status/exit_code/data/timing/messages #5341

HAL9000 referenced this issue 2026-04-09 05:55:36 +00:00

UAT: agents plan explain --format json output is raw decision dict instead of spec-required JSON envelope; missing impact, alternatives, and correction_hint fields #5344

HAL9000 added a new dependency 2026-04-09 06:13:37 +00:00

#5346 UAT: plan.py module docstring command table missing agents plan tree and agents plan explain entries

HAL9000 added a new dependency 2026-04-09 06:13:39 +00:00

#5344 UAT: agents plan explain --format json output is raw decision dict instead of spec-required JSON envelope; missing impact, alternatives, and correction_hint fields

HAL9000 added a new dependency 2026-04-09 06:13:44 +00:00

#5341 UAT: agents plan tree --format json output is raw tree array instead of spec-required JSON envelope with command/status/exit_code/data/timing/messages

HAL9000 referenced this issue 2026-04-09 06:13:53 +00:00

UAT: agents plan tree --format json output is raw tree array instead of spec-required JSON envelope with command/status/exit_code/data/timing/messages #5341

HAL9000 referenced this issue 2026-04-09 06:13:53 +00:00

UAT: agents plan explain --format json output is raw decision dict instead of spec-required JSON envelope; missing impact, alternatives, and correction_hint fields #5344

HAL9000 referenced this issue 2026-04-09 06:13:53 +00:00

UAT: plan.py module docstring command table missing agents plan tree and agents plan explain entries #5346

HAL9000 referenced this issue 2026-04-09 06:14:13 +00:00

[AUTO-EPIC] Epic Planning Health Report (Cycle 11) #5298

HAL9000 added a new dependency 2026-04-09 07:35:51 +00:00

#5525 UAT: agents plan cancel rich output shows single line instead of spec-required 4-panel layout

HAL9000 referenced this issue 2026-04-09 07:38:07 +00:00

[AUTO-EPIC] Epic Planning Health Report (Cycle 11) #5298

HAL9000 referenced this issue 2026-04-09 09:20:46 +00:00

[AUTO-EPIC] Epic Planning Health Report (Cycle 1) #5775

HAL9000 added a new dependency 2026-04-09 12:03:05 +00:00

#5867 UAT: agents plan tree rich output missing Tree Summary, Child Plans, and Decision IDs panels

HAL9000 added a new dependency 2026-04-09 12:06:52 +00:00

#5865 UAT: prompt_definition root decision never recorded during Strategize phase — spec requires it as the tree root

HAL9000 added a new dependency 2026-04-09 12:09:47 +00:00

#5906 UAT: agents plan tree JSON/YAML output missing spec-required envelope — returns raw array instead of structured response

HAL9000 added a new dependency 2026-04-09 12:19:52 +00:00

#5899 UAT: decision_dependencies influence edges not persisted to database — DecisionService._record_dependencies() only updates in-memory dict

HAL9000 referenced this issue 2026-04-09 12:32:04 +00:00

[AUTO-EPIC] Epic Planning Health Report (Cycle 13) #5737

HAL9000 referenced this issue 2026-04-09 12:37:01 +00:00

[AUTO-EPIC] Epic Planning Health Report (Cycle 21) #5883

HAL9000 added a new dependency 2026-04-09 13:46:57 +00:00

#5975 UAT: agents plan tree node labels show truncated decision_id prefix instead of spec-required [type] "question" format

HAL9000 added a new dependency 2026-04-09 13:47:58 +00:00

#5920 UAT: agents plan explain rich output missing Alternatives Considered, Impact, and Correction hint panels

HAL9000 added a new dependency 2026-04-09 13:51:52 +00:00

#5959 UAT: agents plan explain hides rationale behind --show-reasoning flag — spec shows rationale in default output

HAL9000 referenced this issue 2026-04-09 13:56:52 +00:00

[AUTO-EPIC] Epic Planning Health Report (Cycle 21) #5883

HAL9000 referenced this issue 2026-04-09 14:19:43 +00:00

[AUTO-EPIC] Epic Planning Health Report (Cycle 3) #6064

HAL9000 added a new dependency 2026-04-09 14:37:23 +00:00

#6049 UAT: agents plan status rich output uses generic single panel instead of spec-required multi-panel layout

HAL9000 added a new dependency 2026-04-09 14:37:23 +00:00

#6044 UAT: agents plan use rich output uses generic single panel instead of spec-required multi-panel layout

HAL9000 referenced this issue 2026-04-09 14:43:45 +00:00

[AUTO-EPIC] Epic Planning Health Report (Cycle 13) #5737

HAL9000 referenced this issue 2026-04-09 15:13:55 +00:00

[AUTO-EPIC] Epic Planning Health Report (Cycle 21) #5883

HAL9000 referenced this issue 2026-04-09 19:54:24 +00:00

[AUTO-EPIC] Epic Planning Update (Cycle 26) #6292

HAL9000 referenced this issue 2026-04-09 21:49:16 +00:00

[AUTO-EPIC] Epic Planning Status (Cycle 7) #6586

HAL9000 referenced this issue 2026-04-10 06:02:27 +00:00

[AUTO-EPIC] Status: Epic Planner (Cycle 1) #6932

HAL9000 referenced this issue 2026-04-10 06:27:02 +00:00

[AUTO-EPIC] Status: Epic Planner (Cycle 1) #6932

HAL9000 referenced this issue 2026-04-10 06:47:08 +00:00

[AUTO-EPIC] Status: Epic Planner (Cycle 2) #7018

HAL9000 referenced this issue 2026-04-10 18:05:27 +00:00

[AUTO-EPIC] Epic Planning Status (Cycle 3) #7359

HAL9000 referenced this issue 2026-04-10 20:53:53 +00:00

[AUTO-EPIC] Epic Planning Status (Cycle 6) #7509

HAL9000 referenced this issue 2026-04-10 23:33:04 +00:00

[AUTO-EPIC] Epic Planning Status (Cycle 9) #7603

HAL9000 referenced this issue 2026-04-12 06:41:51 +00:00

[AUTO-EPIC] Epic Planning Update (Cycle 25) #7897

HAL9000 referenced this issue 2026-04-12 07:06:16 +00:00

[AUTO-EPIC] Epic Planning Update (Cycle 25) #7897

HAL9000 referenced this issue 2026-04-12 07:55:21 +00:00

UAT: Apply phase ignores Definition-of-Done gating #7927

HAL9000 referenced this issue 2026-04-12 07:55:28 +00:00

UAT: DecisionService does not persist decision dependency edges #7926

HAL9000 added a new dependency 2026-04-12 08:08:58 +00:00

#7926 UAT: DecisionService does not persist decision dependency edges

HAL9000 referenced this issue 2026-04-12 08:09:23 +00:00

[AUTO-EPIC] Epic Planning Update (Cycle 28) #7939

HAL9000 referenced this issue 2026-04-12 08:13:04 +00:00

[AUTO-EPIC] Epic Planning Update (Cycle 28) #7939

HAL9000 referenced this issue 2026-04-12 08:22:56 +00:00

UAT: agents plan tree --format json returns list instead of structured object per spec #7944

HAL9000 added a new dependency 2026-04-12 08:25:54 +00:00

#7944 UAT: agents plan tree --format json returns list instead of structured object per spec

HAL9000 referenced this issue 2026-04-12 08:26:42 +00:00

[AUTO-EPIC] Epic Planning Update (Cycle 29) #7951

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Blocks

#4942 LEGENDARY: Decision Intelligence — Plan Decisions, Corrections, Subplans & Checkpoints

cleveragents/cleveragents-core

Depends on

#4964 UAT: agents plan list --format json does not produce spec-required JSON envelope

cleveragents/cleveragents-core

#4969 UAT: agents plan use --format json does not produce spec-required JSON envelope

cleveragents/cleveragents-core

#4970 UAT: agents plan apply --format json does not produce spec-required JSON envelope

cleveragents/cleveragents-core

#4974 UAT: agents plan status --format json does not produce spec-required JSON envelope

cleveragents/cleveragents-core

#4975 UAT: agents plan cancel --format json does not produce spec-required JSON envelope

cleveragents/cleveragents-core

#4976 UAT: agents plan tree --format json does not produce spec-required JSON envelope

cleveragents/cleveragents-core

#4988 feat(decisions): implement DecisionRecorder service to capture decisions during Strategize phase

cleveragents/cleveragents-core

#4991 feat(decisions): implement plan tree renderer for agents plan tree CLI command

cleveragents/cleveragents-core

#4992 feat(decisions): implement agents plan explain command to show decision details and alternatives

cleveragents/cleveragents-core

#5183 UAT: agents plan tree rich output missing Tree Summary, Child Plans, and Decision IDs panels

cleveragents/cleveragents-core

#5186 UAT: agents plan explain rich output missing Impact panel, Correction panel, and ✓ OK message

cleveragents/cleveragents-core

#5189 UAT: agents plan list --namespace filter not implemented — spec examples show namespace-scoped plan listing

cleveragents/cleveragents-core

#5341 UAT: agents plan tree --format json output is raw tree array instead of spec-required JSON envelope with command/status/exit_code/data/timing/messages

cleveragents/cleveragents-core

#5344 UAT: agents plan explain --format json output is raw decision dict instead of spec-required JSON envelope; missing impact, alternatives, and correction_hint fields

cleveragents/cleveragents-core

#5346 UAT: plan.py module docstring command table missing agents plan tree and agents plan explain entries

cleveragents/cleveragents-core

#5525 UAT: agents plan cancel rich output shows single line instead of spec-required 4-panel layout

cleveragents/cleveragents-core

#5865 UAT: prompt_definition root decision never recorded during Strategize phase — spec requires it as the tree root

cleveragents/cleveragents-core

#5867 UAT: agents plan tree rich output missing Tree Summary, Child Plans, and Decision IDs panels

cleveragents/cleveragents-core

#5899 UAT: decision_dependencies influence edges not persisted to database — DecisionService._record_dependencies() only updates in-memory dict

cleveragents/cleveragents-core

#5906 UAT: agents plan tree JSON/YAML output missing spec-required envelope — returns raw array instead of structured response

cleveragents/cleveragents-core

#5920 UAT: agents plan explain rich output missing Alternatives Considered, Impact, and Correction hint panels

cleveragents/cleveragents-core

#5959 UAT: agents plan explain hides rationale behind --show-reasoning flag — spec shows rationale in default output

cleveragents/cleveragents-core

#5975 UAT: agents plan tree node labels show truncated decision_id prefix instead of spec-required [type] "question" format

cleveragents/cleveragents-core

#6044 UAT: agents plan use rich output uses generic single panel instead of spec-required multi-panel layout

cleveragents/cleveragents-core

#6049 UAT: agents plan status rich output uses generic single panel instead of spec-required multi-panel layout

cleveragents/cleveragents-core

#7926 UAT: DecisionService does not persist decision dependency edges

cleveragents/cleveragents-core

#7944 UAT: agents plan tree --format json returns list instead of structured object per spec

cleveragents/cleveragents-core

Reference

cleveragents/cleveragents-core#4958

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