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

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opened 2026-04-09 00:20:48 +00:00 by HAL9000 · 3 comments
HAL9000 commented 2026-04-09 00:20:48 +00:00
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Metadata

  • Commit Message: feat(decisions): implement agents plan explain command to show decision details and alternatives
  • Branch: feat/m3/plan-explain-command
  • Milestone: v3.2.0
  • Parent Epic: #4958

Background and Context

The agents plan explain <DECISION_ID> command needs to show full decision details including the context snapshot, alternatives considered, and rationale. This is a key part of the decision intelligence feature.

Expected Behavior

  • agents plan explain <DECISION_ID> shows decision details in Rich panels
  • agents plan explain <DECISION_ID> --show-context includes the full context snapshot
  • agents plan explain <DECISION_ID> --show-reasoning includes the full reasoning chain
  • JSON output uses spec-required envelope format
  • Alternatives considered are listed with their scores/rationale

Acceptance Criteria

  • agents plan explain <DECISION_ID> command implemented
  • Rich output shows: Decision ID, Plan ID, Phase, Type, Rationale, Alternatives
  • --show-context flag includes full context snapshot
  • --show-reasoning flag includes full reasoning chain
  • JSON output uses spec-required envelope
  • Unit tests (Behave) cover explain scenarios
  • Integration test (Robot) verifies end-to-end explain output

Subtasks

  • Implement DecisionExplainer service
  • Implement Rich output panels for decision details
  • Implement --show-context and --show-reasoning flags
  • Implement JSON envelope output
  • Wire CLI command to DecisionExplainer
  • Tests (Behave): Add scenarios for explain command
  • Tests (Robot): Add integration test
  • Verify coverage >=97% via nox -s coverage_report
  • Run nox (all default sessions), fix any errors

Definition of Done

This issue is complete when:

  • All subtasks above are completed and checked off.
  • A Git commit is created where the first line of the commit message matches the Commit Message in Metadata exactly.
  • The commit is pushed to the remote on the branch matching the Branch in Metadata exactly.
  • The commit is submitted as a pull request to master, reviewed, and merged before this issue is marked done.

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

## Metadata - **Commit Message**: `feat(decisions): implement agents plan explain command to show decision details and alternatives` - **Branch**: `feat/m3/plan-explain-command` - **Milestone**: v3.2.0 - **Parent Epic**: #4958 ## Background and Context The `agents plan explain <DECISION_ID>` command needs to show full decision details including the context snapshot, alternatives considered, and rationale. This is a key part of the decision intelligence feature. ## Expected Behavior - `agents plan explain <DECISION_ID>` shows decision details in Rich panels - `agents plan explain <DECISION_ID> --show-context` includes the full context snapshot - `agents plan explain <DECISION_ID> --show-reasoning` includes the full reasoning chain - JSON output uses spec-required envelope format - Alternatives considered are listed with their scores/rationale ## Acceptance Criteria - [ ] `agents plan explain <DECISION_ID>` command implemented - [ ] Rich output shows: Decision ID, Plan ID, Phase, Type, Rationale, Alternatives - [ ] `--show-context` flag includes full context snapshot - [ ] `--show-reasoning` flag includes full reasoning chain - [ ] JSON output uses spec-required envelope - [ ] Unit tests (Behave) cover explain scenarios - [ ] Integration test (Robot) verifies end-to-end explain output ## Subtasks - [ ] Implement `DecisionExplainer` service - [ ] Implement Rich output panels for decision details - [ ] Implement `--show-context` and `--show-reasoning` flags - [ ] Implement JSON envelope output - [ ] Wire CLI command to `DecisionExplainer` - [ ] Tests (Behave): Add scenarios for explain command - [ ] Tests (Robot): Add integration test - [ ] Verify coverage >=97% via `nox -s coverage_report` - [ ] Run `nox` (all default sessions), fix any errors ## Definition of Done This issue is complete when: - All subtasks above are completed and checked off. - A Git commit is created where the **first line** of the commit message matches the Commit Message in Metadata exactly. - The commit is pushed to the remote on the branch matching the **Branch** in Metadata exactly. - The commit is submitted as a **pull request** to `master`, reviewed, and **merged** before this issue is marked done. --- **Automated by CleverAgents Bot** Supervisor: Epic Planning | Agent: epic-planner
HAL9000 added this to the v3.2.0 milestone 2026-04-09 01:03:36 +00:00
HAL9000 commented 2026-04-09 01:03:36 +00:00
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Issue triaged by project owner:

  • State: Verified
  • Priority: High — Core decision recording feature required for Decision Intelligence Legendary
  • Milestone: v3.2.0
  • Story Points: 8 — XL
  • MoSCoW: Must Have — Required for Decision Recording Epic (#4958)
  • Parent Epic: #4958

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

Issue triaged by project owner: - **State**: Verified - **Priority**: High — Core decision recording feature required for Decision Intelligence Legendary - **Milestone**: v3.2.0 - **Story Points**: 8 — XL - **MoSCoW**: Must Have — Required for Decision Recording Epic (#4958) - **Parent Epic**: #4958 --- **Automated by CleverAgents Bot** Supervisor: Project Owner | Agent: project-owner
HAL9000 commented 2026-04-09 01:03:45 +00:00
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Issue triaged by project owner:

  • State: Verified
  • Priority: High — Core decision recording feature required for Decision Intelligence Legendary
  • Milestone: v3.2.0
  • Story Points: 8 — XL
  • MoSCoW: Must Have — Required for Decision Recording Epic (#4958)
  • Parent Epic: #4958

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

Issue triaged by project owner: - **State**: Verified - **Priority**: High — Core decision recording feature required for Decision Intelligence Legendary - **Milestone**: v3.2.0 - **Story Points**: 8 — XL - **MoSCoW**: Must Have — Required for Decision Recording Epic (#4958) - **Parent Epic**: #4958 --- **Automated by CleverAgents Bot** Supervisor: Project Owner | Agent: project-owner
HAL9000 commented 2026-04-09 01:03:55 +00:00
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Owner
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Issue triaged by project owner:

  • State: Verified
  • Priority: High — Core decision recording feature required for Decision Recording Epic (#4958)
  • Milestone: v3.2.0
  • Story Points: 8 — XL
  • MoSCoW: Must Have — Required for Decision Recording Epic (#4958)
  • Parent Epic: #4958

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

Issue triaged by project owner: - **State**: Verified - **Priority**: High — Core decision recording feature required for Decision Recording Epic (#4958) - **Milestone**: v3.2.0 - **Story Points**: 8 — XL - **MoSCoW**: Must Have — Required for Decision Recording Epic (#4958) - **Parent Epic**: #4958 --- **Automated by CleverAgents Bot** Supervisor: Project Owner | Agent: project-owner
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fix/config-service-remove-undocumented-local-scope
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fix/action-argument-schema/misleading-error-message
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fix/tui-help-command-full-catalog-listing
fix/a2a-plan-execute-full-lifecycle
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fix/plan-explain-rich-output-panels
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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
auto-docs-5/contributor-guide-and-readme
docs/plan-tree-ulid-examples
docs/m3-spec-clarify-path-datetime-plugin-contracts
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spec/update-validation-attach-project-delete
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auto-arch-1/adr-049-052-violations
auto-time-1-day103
docs/auto-docs-cycle-13-updates
docs/timeline-day-102-auto-time
timeline/day-103-2026-04-13
spec/arch-invariant-cli-completeness
spec/update-cycle1-validation-attach-project-delete
docs/add-session-management-showcase
spec/arch-sandbox-path-correction-cycle9
spec/architecture-v380-milestone-plan
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
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docs/timeline-day-97
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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
bugfix/989-fix-persistence-json-decode-error
improvement/agent-supervisor-tracking-labels-v2
docs/timeline-day95-v2
docs/timeline-day95-final
docs/update-lsp-api-and-changelog
fix/lsp-resource-handler-module-missing
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
improvement/agent-ca-test-infra-improver-worker-api-mode
docs/shell-safety-api-and-readme-highlights
docs/timeline-day-55-2026-04-04-v2
docs/timeline-day-55-2026-04-04
docs/timeline-day54-update3
improvement/agent-ca-test-infra-improver-fixes
spec/restructure-monolithic-to-split
docs/timeline-day54-update-v2
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docs/shell-safety-and-domain-base-model
fix/1452-impl
fix/1473-plan-cancel
fix/1425-test
fix/1426-config
fix/1421-perf
fix/1424-impl
test/int-wf16-devcontainer
feature/m8-tui-persona-export
feature/m7-post-resource-equivalence
test/e2e-m4-acceptance
feature/m6-tantivy-backend
feature/m6-estimation
feature/m6-estimation-report-model
feature/observability-prometheus-audit
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
feature/m8-tui-settings-screen
feature/m7-e2e-porting
feature/m6-estimation-historical-stats
feature/m8-tui-persona-export-import
feature/m8-tui-sessions-screen
feature/m7-graph-backend
feature/m8-tui-block-context-menu
feature/m8-tui-tool-call-expand
feature/m4-missing-builtin-tools
docs/v3.7.0-release-docs
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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
test/e2e-m2-acceptance
eugen.thaci-patch-3
eugen.thaci-patch-2
eugen.thaci-patch-1
aditya-fix-latest
feature/m4-secret-masking-llm-context
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refactor/m3-remove-robot-mock-imports
refactor/m3-remove-mock-llm-integration
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feature/m7-post-auth
feature/m3-fix-resource-bootstrap
feature/post-safety-profile-tests
integration/batch-2026-03-02
feat/slipcover
docs/safety-profile-spec-composition
integrate/freemo-batch-1
feature/m4-error-recovery
feature/m4-security-template
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develop-aditya-2
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feature/m3-validation-apply
feature/m6-acp-stubs
feature/m4-correction-flows
feature/m1-plan-execute-runtime
feature/m4-security-exceptions
feature/m4-definition-of-done
feature/m4-correction-model
feature/m1-apply-pipeline
feature/m5-automation-profiles
feature/m2-lsp-stubs
feature/m3-invariants
feature/m1-actor-runtime
feature/docs-v2-restore
feature/m6-perf-scale
feature/m6-validation-edge
feature/m3-session-cli
feature/m1-persistence-tests-robot
feature/m3-config-cli
feature/m1-cli-tests-robot
feature/m5-subplan-tests
feature/m6-review-playbook
feature/aditya-m3-actor-loader
feature/m3-skill-protocol
feature/m4-automation-legacy-cleanup
feature/m3-change-model
feature/m3-skill-git
feature/m3-skill-registry
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fix/robot-tests
feature/m3-actor-registry
feature/m3-tool-cli
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feature/m2-resource-cli-extensions
feature/m3-actor-loader
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Blocks
#4958 EPIC: Decision Recording & Tree Visualization — Plan Decisions Persisted to DB
cleveragents/cleveragents-core
Depends on
#4988 feat(decisions): implement DecisionRecorder service to capture decisions during Strategize phase
cleveragents/cleveragents-core
Reference
cleveragents/cleveragents-core#4992
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