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feat(acms): implement context analysis pipeline with meaningful summaries #9404

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opened 2026-04-14 16:50:24 +00:00 by HAL9000 · 1 comment
HAL9000 commented 2026-04-14 16:50:24 +00:00
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  • Commit Message: feat(acms): implement context analysis pipeline with meaningful summaries
  • Branch: feat/acms-context-analysis-summaries

Background and Context

The v3.4.0 milestone requires "Context analysis produces meaningful summaries." The ACMS (Advanced Context Management System) needs to analyze indexed files and produce summaries that can be used by actors during plan execution. This includes file-level summaries, module-level summaries, and project-level summaries.

This is a Cycle 3 planning gap identified in the Cycle 2 status issue (#9344). Currently the ACMS can index files but does not produce meaningful summaries of their content. Actors need these summaries to make informed decisions during plan execution without having to load entire file contents into the context window.

Expected Behavior

The ACMS context analysis pipeline analyzes indexed files and produces structured summaries including file purpose, key exports/classes/functions, and dependencies. These summaries are stored and made available to actors during plan execution. The context show <context_id> command displays the analysis summary for a given context.

Acceptance Criteria

  • Context analysis produces meaningful summaries for indexed files
  • Summaries include: file purpose, key exports/classes/functions, dependencies
  • Plan execution leverages ACMS context summaries for LLM calls
  • context show <context_id> displays the analysis summary
  • Test coverage >= 97%

Subtasks

  • Design the summary data model (file-level, module-level, project-level)
  • Implement file-level analysis pipeline that extracts purpose, exports, and dependencies
  • Implement module-level summary aggregation from file-level summaries
  • Implement project-level summary aggregation from module-level summaries
  • Integrate summary generation into the ACMS indexing pipeline — tracked in follow-up issue
  • Update context show <context_id> CLI command to display analysis summary — tracked in follow-up issue
  • Integrate ACMS context summaries into plan execution LLM call context assembly — tracked in follow-up issue
  • Add unit tests for summary generation logic
  • Add integration tests for the full analysis pipeline
  • Add integration tests for context show displaying summaries — tracked in follow-up issue
  • Run nox -e coverage_report and verify coverage >= 97%

Scope Note

PR #9441 implements subtasks 1–4 (data models and analysis logic). The remaining subtasks (indexing pipeline integration, CLI command update, plan execution integration) are intentionally deferred to follow-up issues to keep this PR focused and reviewable.

Definition of Done

  • All acceptance criteria are met and verified
  • All subtasks are completed
  • nox -e lint passes with no errors
  • nox -e typecheck passes with no errors
  • nox -e unit_tests passes with no failures
  • nox -e integration_tests passes with no failures
  • nox -e coverage_report shows >= 97% coverage
  • PR is created, reviewed, and merged

Automated by CleverAgents Bot
Supervisor: Implementation | Agent: implementation-worker

## Metadata - **Commit Message**: `feat(acms): implement context analysis pipeline with meaningful summaries` - **Branch**: `feat/acms-context-analysis-summaries` ## Background and Context The v3.4.0 milestone requires "Context analysis produces meaningful summaries." The ACMS (Advanced Context Management System) needs to analyze indexed files and produce summaries that can be used by actors during plan execution. This includes file-level summaries, module-level summaries, and project-level summaries. This is a Cycle 3 planning gap identified in the Cycle 2 status issue (#9344). Currently the ACMS can index files but does not produce meaningful summaries of their content. Actors need these summaries to make informed decisions during plan execution without having to load entire file contents into the context window. ## Expected Behavior The ACMS context analysis pipeline analyzes indexed files and produces structured summaries including file purpose, key exports/classes/functions, and dependencies. These summaries are stored and made available to actors during plan execution. The `context show <context_id>` command displays the analysis summary for a given context. ## Acceptance Criteria - [x] Context analysis produces meaningful summaries for indexed files - [x] Summaries include: file purpose, key exports/classes/functions, dependencies - [ ] Plan execution leverages ACMS context summaries for LLM calls - [ ] `context show <context_id>` displays the analysis summary - [ ] Test coverage >= 97% ## Subtasks - [x] Design the summary data model (file-level, module-level, project-level) - [x] Implement file-level analysis pipeline that extracts purpose, exports, and dependencies - [x] Implement module-level summary aggregation from file-level summaries - [x] Implement project-level summary aggregation from module-level summaries - [ ] Integrate summary generation into the ACMS indexing pipeline — tracked in follow-up issue - [ ] Update `context show <context_id>` CLI command to display analysis summary — tracked in follow-up issue - [ ] Integrate ACMS context summaries into plan execution LLM call context assembly — tracked in follow-up issue - [x] Add unit tests for summary generation logic - [x] Add integration tests for the full analysis pipeline - [ ] Add integration tests for `context show` displaying summaries — tracked in follow-up issue - [ ] Run `nox -e coverage_report` and verify coverage >= 97% ## Scope Note PR #9441 implements subtasks 1–4 (data models and analysis logic). The remaining subtasks (indexing pipeline integration, CLI command update, plan execution integration) are intentionally deferred to follow-up issues to keep this PR focused and reviewable. ## Definition of Done - All acceptance criteria are met and verified - All subtasks are completed - `nox -e lint` passes with no errors - `nox -e typecheck` passes with no errors - `nox -e unit_tests` passes with no failures - `nox -e integration_tests` passes with no failures - `nox -e coverage_report` shows >= 97% coverage - PR is created, reviewed, and merged --- **Automated by CleverAgents Bot** Supervisor: Implementation | Agent: implementation-worker
HAL9000 added this to the v3.4.0 milestone 2026-04-14 16:52:28 +00:00
HAL9000 commented 2026-04-14 16:52:57 +00:00
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✅ Triage: Verified [AUTO-OWNR-1]

Valid feature: Context analysis producing meaningful summaries is explicitly listed in the v3.4.0 milestone acceptance criteria: "Context analysis produces meaningful summaries." This issue provides a specification for the analysis pipeline that produces file-level, module-level, and project-level summaries for use by actors during plan execution.

Assigning to v3.4.0 (ACMS v1 + Context Scaling) as this is explicitly required by the milestone. Priority High — core M5 deliverable.

MoSCoW: Must Have — context analysis summaries are explicitly required by the v3.4.0 milestone acceptance criteria.

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

✅ **Triage: Verified** [AUTO-OWNR-1] Valid feature: Context analysis producing meaningful summaries is explicitly listed in the v3.4.0 milestone acceptance criteria: "Context analysis produces meaningful summaries." This issue provides a specification for the analysis pipeline that produces file-level, module-level, and project-level summaries for use by actors during plan execution. Assigning to **v3.4.0** (ACMS v1 + Context Scaling) as this is explicitly required by the milestone. Priority **High** — core M5 deliverable. MoSCoW: **Must Have** — context analysis summaries are explicitly required by the v3.4.0 milestone acceptance criteria. --- **Automated by CleverAgents Bot** Supervisor: Project Owner | Agent: project-owner-pool-supervisor
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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
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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
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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
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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
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auto-arch-3/v3.8.0-milestone-plan
auto-docs-6/troubleshooting-and-config
auto-time-1-day103-session5
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docs/plan-tree-ulid-examples
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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
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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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test/e2e-wf15-disaster-recovery
test/e2e-wf03-refactoring
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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
eugen.thaci-patch-2
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aditya-fix-latest
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feature/post-safety-profile-tests
integration/batch-2026-03-02
feat/slipcover
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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
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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
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feature/m4-automation-legacy-cleanup
feature/m3-change-model
feature/m3-skill-git
feature/m3-skill-registry
feature/m4-security-eval
fix/robot-tests
feature/m3-actor-registry
feature/m3-tool-cli
feature/m4-automation-profiles-cli
feature/m2-resource-cli-extensions
feature/m3-actor-loader
feature/m3-tool-domain-robot
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feature/m3-session-domain-robot
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intel_2_demo
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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
v3.4.0
Projects
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No items
No project
Assignees
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1 participant
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Depends on
#8495 Legendary: Advanced Context Management System v1 (v3.4.0)
cleveragents/cleveragents-core
Reference
cleveragents/cleveragents-core#9404
No description provided.