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

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opened 2026-04-09 00:20:25 +00:00 by HAL9000 · 3 comments
HAL9000 commented 2026-04-09 00:20:25 +00:00
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Metadata

  • Commit Message: feat(decisions): implement DecisionRecorder service to capture decisions during Strategize phase
  • Branch: feat/m3/decision-recorder-service
  • Milestone: v3.2.0
  • Parent Epic: #4958

Background and Context

The CleverAgents system needs to record all decisions made during the Strategize phase with full context snapshots. Currently, decisions are not persisted to the database, making it impossible to visualize the decision tree or correct decisions later.

This issue implements the DecisionRecorder service that hooks into the Strategize phase and captures each decision with its context, alternatives considered, and rationale.

Expected Behavior

  • DecisionRecorder.record_decision() captures decision ID, context snapshot, alternatives, and rationale
  • Decisions are persisted to the decisions database table
  • Each decision has a ULID identifier
  • Context snapshots include the full actor context at decision time
  • Decisions are linked to their parent plan

Acceptance Criteria

  • DecisionRecorder service class implemented in src/cleveragents/decisions/
  • DecisionRecorder.record_decision(plan_id, context, alternatives, rationale) persists to DB
  • decisions DB table schema matches spec DDL (id, plan_id, context_snapshot, alternatives_json, rationale, created_at)
  • DecisionRecorder is injected into StrategizePhase and called for each decision
  • Unit tests (Behave) cover happy path and error cases
  • Integration test (Robot) verifies decisions appear in DB after plan execution

Subtasks

  • Define decisions DB table schema (migration)
  • Implement DecisionRecorder service class
  • Implement DecisionRecorder.record_decision() with DB persistence
  • Wire DecisionRecorder into StrategizePhase
  • Tests (Behave): Add scenarios for decision recording
  • Tests (Robot): Add integration test for DB persistence
  • 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 DecisionRecorder service to capture decisions during Strategize phase` - **Branch**: `feat/m3/decision-recorder-service` - **Milestone**: v3.2.0 - **Parent Epic**: #4958 ## Background and Context The CleverAgents system needs to record all decisions made during the Strategize phase with full context snapshots. Currently, decisions are not persisted to the database, making it impossible to visualize the decision tree or correct decisions later. This issue implements the `DecisionRecorder` service that hooks into the Strategize phase and captures each decision with its context, alternatives considered, and rationale. ## Expected Behavior - `DecisionRecorder.record_decision()` captures decision ID, context snapshot, alternatives, and rationale - Decisions are persisted to the `decisions` database table - Each decision has a ULID identifier - Context snapshots include the full actor context at decision time - Decisions are linked to their parent plan ## Acceptance Criteria - [ ] `DecisionRecorder` service class implemented in `src/cleveragents/decisions/` - [ ] `DecisionRecorder.record_decision(plan_id, context, alternatives, rationale)` persists to DB - [ ] `decisions` DB table schema matches spec DDL (id, plan_id, context_snapshot, alternatives_json, rationale, created_at) - [ ] `DecisionRecorder` is injected into `StrategizePhase` and called for each decision - [ ] Unit tests (Behave) cover happy path and error cases - [ ] Integration test (Robot) verifies decisions appear in DB after plan execution ## Subtasks - [ ] Define `decisions` DB table schema (migration) - [ ] Implement `DecisionRecorder` service class - [ ] Implement `DecisionRecorder.record_decision()` with DB persistence - [ ] Wire `DecisionRecorder` into `StrategizePhase` - [ ] Tests (Behave): Add scenarios for decision recording - [ ] Tests (Robot): Add integration test for DB persistence - [ ] 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 01:03:37 +00:00
HAL9000 commented 2026-04-09 01:03:37 +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 01:03:47 +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 01:03:56 +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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auto-arch-16/spec-xml-prompt-injection-mitigation
bugfix/m4-invariant-persistence
uat-a2a-facade-tests-v350
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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
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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
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timeline/day-104-2026-04-14-cycle2
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docs/auto-docs-cycle-1-2026-04-12
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docs/a2a-protocol-autonomy-hardening
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auto-arch-5/v3.9.0-milestone-plan
test/create-scripts
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timeline/day-104-2026-04-14
docs/auto-time-4-day103-cycle5
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spec/three-way-merge-strategy-v3.3.0
spec/checkpoint-system-v3.3.0
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spec/invariant-management-system-v3.2.0
pr-8289
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docs/auto-docs-1-milestone-overview
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auto-arch-3/v3.8.0-milestone-plan
auto-docs-6/troubleshooting-and-config
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docs/timeline-day-102-auto-time
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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
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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
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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
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spec/arce-acronym-and-tui-keybinding-fixes
spec/architecture-corrections-cycle2
spec/architecture-corrections-cycle1
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docs/session-4940-2026-04-08-cycle1
spec/architecture-milestone-plan-v3.2-v3.7
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docs/timeline-day-98
fix/plan-lifecycle-service-rollback-method
docs/timeline-day98-2026-04-08-v2
docs/add-example-action-and-plan-management
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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
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
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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
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fix/1425-test
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fix/1421-perf
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test/int-wf16-devcontainer
feature/m8-tui-persona-export
feature/m7-post-resource-equivalence
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feature/m6-tantivy-backend
feature/m6-estimation
feature/m6-estimation-report-model
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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/m8-tui-persona-export-import
feature/m8-tui-sessions-screen
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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
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eugen.thaci-patch-3
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integrate/freemo-batch-1
feature/m4-error-recovery
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develop-aditya-2
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feature/m6-acp-stubs
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
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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/m2-resource-cli-extensions
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Blocks
#4958 EPIC: Decision Recording & Tree Visualization — Plan Decisions Persisted to DB
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
Reference
cleveragents/cleveragents-core#4988
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