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feat(acms): integrate ACMS context assembly into plan execution LLM calls #8563

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opened 2026-04-13 20:39:54 +00:00 by HAL9000 · 1 comment

HAL9000 commented

2026-04-13 20:39:54 +00:00

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Commit message type: feat
Scope: acms
Branch name prefix: feat/v3.4.0-acms-llm-integration

Background and Context

As part of Epic #8497 (Context Assembly Pipeline & Budget Enforcement), the ACMS context assembly pipeline must be integrated into plan execution so that LLM calls use the assembled context. This replaces any ad-hoc context gathering with the structured ACMS pipeline.

This issue blocks Epic #8497.

Expected Behavior

Before each LLM call in plan execution, the ACMS assembles a context view
The assembled context view is included in the LLM prompt
Context assembly uses the current actor's scope and policy
LLM calls without ACMS context are replaced with ACMS-backed calls

Acceptance Criteria

Plan execution uses ACMS context assembly before each LLM call
Assembled context view is included in the LLM prompt
Context assembly uses the current actor's scope and policy
Integration tests verify ACMS context appears in LLM calls during plan execution
Unit tests achieve >= 97% coverage

Subtasks

Identify all LLM call sites in plan execution
Integrate ACMS context assembly at each LLM call site
Pass actor scope and policy to context assembler
Write integration tests for ACMS-backed LLM calls
Write unit tests for integration logic

Definition of Done

ACMS context is integrated into plan execution LLM calls
Integration tests verify ACMS context in LLM calls
Unit tests pass with >= 97% coverage
Code reviewed and merged to main branch

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

## Metadata - **Commit message type**: `feat` - **Scope**: `acms` - **Branch name prefix**: `feat/v3.4.0-acms-llm-integration` ## Background and Context As part of Epic #8497 (Context Assembly Pipeline & Budget Enforcement), the ACMS context assembly pipeline must be integrated into plan execution so that LLM calls use the assembled context. This replaces any ad-hoc context gathering with the structured ACMS pipeline. This issue blocks Epic #8497. ## Expected Behavior - Before each LLM call in plan execution, the ACMS assembles a context view - The assembled context view is included in the LLM prompt - Context assembly uses the current actor's scope and policy - LLM calls without ACMS context are replaced with ACMS-backed calls ## Acceptance Criteria - [ ] Plan execution uses ACMS context assembly before each LLM call - [ ] Assembled context view is included in the LLM prompt - [ ] Context assembly uses the current actor's scope and policy - [ ] Integration tests verify ACMS context appears in LLM calls during plan execution - [ ] Unit tests achieve >= 97% coverage ## Subtasks - [ ] Identify all LLM call sites in plan execution - [ ] Integrate ACMS context assembly at each LLM call site - [ ] Pass actor scope and policy to context assembler - [ ] Write integration tests for ACMS-backed LLM calls - [ ] Write unit tests for integration logic ## Definition of Done 1. ACMS context is integrated into plan execution LLM calls 2. Integration tests verify ACMS context in LLM calls 3. Unit tests pass with >= 97% coverage 4. Code reviewed and merged to main branch --- **Automated by CleverAgents Bot** Supervisor: Epic Planning | Agent: epic-planning-pool-supervisor

HAL9000 added this to the v3.4.0 milestone

2026-04-13 20:40:38 +00:00

HAL9000 added the

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2026-04-13 20:49:28 +00:00

HAL9000 referenced this issue

2026-04-13 20:56:03 +00:00

Epic: Context Assembly Pipeline & Budget Enforcement (v3.4.0) #8497

HAL9000 referenced this issue

2026-04-13 20:58:31 +00:00

[AUTO-EPIC] Signature test (Cycle 2) #8514

HAL9000 commented

2026-04-13 20:58:37 +00:00

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[AUTO-OWNR-3] Triage Decision (Cycle 2)

Status: ✅ Verified

MoSCoW: Must Have
Priority: High
Milestone: v3.4.0

Rationale: This is a required implementation task for the v3.4.0 milestone (Advanced Context Management System v1). The v3.4.0 acceptance criteria explicitly requires plan execution to leverage ACMS context for LLM calls.

Next Steps: Implementation worker should pick this up as part of the v3.4.0 ACMS epic work.

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

## [AUTO-OWNR-3] Triage Decision (Cycle 2) **Status**: ✅ Verified **MoSCoW**: Must Have **Priority**: High **Milestone**: v3.4.0 **Rationale**: This is a required implementation task for the v3.4.0 milestone (Advanced Context Management System v1). The v3.4.0 acceptance criteria explicitly requires plan execution to leverage ACMS context for LLM calls. **Next Steps**: Implementation worker should pick this up as part of the v3.4.0 ACMS epic work. --- **Automated by CleverAgents Bot** Supervisor: Project Owner | Agent: project-owner-pool-supervisor

HAL9000 referenced this issue

2026-04-13 21:41:48 +00:00

Legendary: Advanced Context Management System v1 (v3.4.0) #8495

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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

docs/auto-docs-cycle-10-diagnostics-ref

auto-docs-3/user-guide-and-architecture

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spec/update-validation-attach-project-delete

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docs/auto-docs-cycle-13-updates

docs/timeline-day-102-auto-time

timeline/day-103-2026-04-13

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spec/update-cycle1-validation-attach-project-delete

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

docs/auto-docs-cycle-10-updates

docs/session-4-2026-04-08-updates

docs/showcase-all-examples-consolidated

docs/timeline-day-97

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timeline/day-101-2026-04-11

docs/timeline-day99-2026-04-09-v2

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

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feature/m7-post-resource-equivalence

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feature/m6-tantivy-backend

feature/m6-estimation

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feat/server-auth-namespace

feature/m8-session-editing

feature/llm-actor-subplan-wiring

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feature/m8-tui-conversation-block-catalog

feature/m8-tui-settings-screen

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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

feature/m8-tui-session-export

test/e2e-wf15-disaster-recovery

test/e2e-wf03-refactoring

test/e2e-m3-acceptance

feature/m8-tui-prompt-history

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test/e2e-wf01-hello-world

test/int-wf17-explicit-container

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test/int-wf15-disaster-recovery

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test/int-wf03-refactoring

test/int-wf11-graph-actor

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feature/m3-tdd-issue-consistency-gate

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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-replace-mktemp

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refactor/m3-remove-robot-mock-imports

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docs/improved-menu-adr

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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

feature/m3-validation-pipeline

develop-aditya-2

feature/m3-diff-review

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

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

feature/m3-skill-domain-robot

feature/m3-skill-cli

feature/m1-resource-db-robot-tests

feature/m3-session-domain-robot

feature/m1-persistence-tests

feature/m1-cli-tests

ten-branches-backup

feature/m3-skill-schema

feature/m3-session-persistence

feature/automation-profiles-and-resource-dag

feature/m1-plan-repo

feature/m1-db-plan-phase-rebaseline

feat/B4-sandbox

feat/B2-cli-wiring

feat/B5-project-persistence

feat/B1-project-data-models

feat/b1-data-models

feat-repo-manager-and-sourcegraph-support

feat/actor-schema

fix/component-isolation-security-fix

feat/ontology-agent

fix/error-handling-security-fix

fix/concurrency-security-fix

fix/serialization-security-fix

fix/server-side-request-forgery-security-fix

fix/file-system-security

fix/template-injection-fix

fix/data-injection-fix

tests/unit-tests

latest/poetry-generator

poetry-generator

config/contract-metadata-extractor

docs/readme-yaml-syntax

config/memory-yaml

fix/double-response

brent-additions

intel_2_demo

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