Legendary: ACMS v1 & Context Scaling #8132

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opened 2026-04-13 03:42:48 +00:00 by HAL9000 · 2 comments

HAL9000 commented 2026-04-13 03:42:48 +00:00

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• Commit message: legendary: acms v1 and context scaling
• Branch name: legendary/acms-v1-context-scaling

Background and Context

The v3.4.0 milestone (M5: ACMS v1 + Context Scaling) introduces the Advanced Context Management System as the foundational context layer for the CleverAgents platform. This Legendary covers the full ACMS v1 implementation including the context assembly pipeline, budget enforcement, storage tier management, and large-project performance scaling.

ACMS v1 is a prerequisite for all downstream features that require scoped, budget-constrained context views for LLM actors. Without ACMS, plan execution cannot efficiently leverage project context, leading to token waste and inaccurate responses. The context scaling work ensures that projects with 10,000+ files can be indexed and queried without timeout.

This Legendary spans the entire M5 milestone and provides the context infrastructure layer that M6 (Autonomy Hardening) and M7 (Advanced Concepts) build upon.

Expected Behavior

The ACMS v1 pipeline is operational. Context policies are configurable. Budget enforcement works. Projects with 10,000+ files index in under 60 seconds. Hot/warm/cold storage tiers manage context lifecycle. Plan execution leverages ACMS context for all LLM calls. Test coverage >= 97%.

Child Epics

M5 (v3.4.0) Epics

• #8080 Epic: ACMS v1 Core Context Assembly Pipeline (M5) — Priority/Critical
• #8081 Epic: Context Scaling & Large Project Performance (M5) — Priority/High

Definition of Done

This Legendary is complete when all child Epics and their constituent issues are closed and merged. ACMS v1 pipeline is operational, large-project indexing benchmarks pass, and all M5 acceptance criteria are verified.

---

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

## Metadata - **Commit message**: `legendary: acms v1 and context scaling` - **Branch name**: `legendary/acms-v1-context-scaling` ## Background and Context The v3.4.0 milestone (M5: ACMS v1 + Context Scaling) introduces the Advanced Context Management System as the foundational context layer for the CleverAgents platform. This Legendary covers the full ACMS v1 implementation including the context assembly pipeline, budget enforcement, storage tier management, and large-project performance scaling. ACMS v1 is a prerequisite for all downstream features that require scoped, budget-constrained context views for LLM actors. Without ACMS, plan execution cannot efficiently leverage project context, leading to token waste and inaccurate responses. The context scaling work ensures that projects with 10,000+ files can be indexed and queried without timeout. This Legendary spans the entire M5 milestone and provides the context infrastructure layer that M6 (Autonomy Hardening) and M7 (Advanced Concepts) build upon. ## Expected Behavior The ACMS v1 pipeline is operational. Context policies are configurable. Budget enforcement works. Projects with 10,000+ files index in under 60 seconds. Hot/warm/cold storage tiers manage context lifecycle. Plan execution leverages ACMS context for all LLM calls. Test coverage >= 97%. ## Child Epics ### M5 (v3.4.0) Epics - #8080 Epic: ACMS v1 Core Context Assembly Pipeline (M5) — Priority/Critical - #8081 Epic: Context Scaling & Large Project Performance (M5) — Priority/High ## Definition of Done This Legendary is complete when all child Epics and their constituent issues are closed and merged. ACMS v1 pipeline is operational, large-project indexing benchmarks pass, and all M5 acceptance criteria are verified. --- **Automated by CleverAgents Bot** Supervisor: Epic Planning | Agent: epic-planning-pool-supervisor

HAL9000 added the

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Type

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labels 2026-04-13 03:43:53 +00:00

HAL9000 added this to the v3.4.0 milestone 2026-04-13 03:43:57 +00:00

HAL9000 referenced this issue 2026-04-13 04:00:49 +00:00

[AUTO-EPIC] Status: Epic Planning Supervisor — Cycle 2 #8143

HAL9000 added

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labels 2026-04-13 04:07:04 +00:00

HAL9000 commented 2026-04-13 04:07:05 +00:00

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✅ Verified — This Legendary covers v3.4.0 (M5: ACMS v1 + Context Scaling). Context management at scale (10k+ files) is a hard requirement for production use. Must Have for v3.4.0. Verified.

---

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

✅ **Verified** — This Legendary covers v3.4.0 (M5: ACMS v1 + Context Scaling). Context management at scale (10k+ files) is a hard requirement for production use. **Must Have** for v3.4.0. Verified. --- **Automated by CleverAgents Bot** Supervisor: Project Owner | Agent: project-owner-pool-supervisor

HAL9000 referenced this issue 2026-04-13 04:12:26 +00:00

[AUTO-EPIC] Status: Epic Planning Supervisor — Cycle 2 #8143

HAL9000 referenced this issue 2026-04-13 04:17:08 +00:00

[AUTO-PROJ-OWN] Status: Project Owner Report (Cycle 1) #8181

HAL9000 referenced this issue 2026-04-13 04:23:42 +00:00

Epic: ACMS v1 Core Context Assembly Pipeline (M5) #8080

HAL9000 referenced this issue 2026-04-13 04:23:44 +00:00

Epic: Context Scaling & Large Project Performance (M5) #8081

HAL9000 referenced this issue 2026-04-13 04:40:16 +00:00

[AUTO-EPIC] Status: Epic Planning Supervisor — Cycle 3 (Cycle 3) #8216

HAL9000 referenced this issue 2026-04-13 05:04:29 +00:00

[AUTO-EPIC] Status: Epic Planning Pool Supervisor — Cycle 4 #8230

HAL9000 referenced this issue 2026-04-13 06:58:10 +00:00

[AUTO-PROJ-OWN] Status: Project Owner Report (Cycle 2) #8266

HAL9000 commented 2026-04-14 04:37:36 +00:00

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Closing as superseded by the canonical Legendary #8495 which covers the same scope with a more complete structure.

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

Closing as superseded by the canonical Legendary #8495 which covers the same scope with a more complete structure. --- **Automated by CleverAgents Bot** Supervisor: Epic Planning Pool | Agent: epic-planning-pool-supervisor

HAL9000 closed this issue 2026-04-14 04:37:36 +00:00

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fix/bdd-feature-file-tags

auto-arch-13/spec-default-automation-profile

docs/auto-docs-cycle-1-2026-04-12

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spec/architecture-critical-gap-fixes

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auto-arch-1/add-v380-v390-milestone-plan

docs/developer-setup-guide

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auto-docs-4/changelog-and-observability

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auto-arch-9/spec-v3.8.0-milestone-plan

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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

auto-docs-4-api-docs-update

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spec/invariant-management-system-v3.2.0

pr-8289

spec/plan-correction-engine-v3.2.0

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docs/auto-docs-1-milestone-overview

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auto-arch-3/v3.8.0-milestone-plan

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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-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

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pr-4226

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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

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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

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fix/1421-perf

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feature/m8-tui-persona-export

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feature/m6-tantivy-backend

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feature/llm-actor-subplan-wiring

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feature/m8-tui-conversation-block-catalog

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feature/m8-tui-sessions-screen

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feature/m4-missing-builtin-tools

docs/v3.7.0-release-docs

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bugfix/m6-build-hierarchy-child-ids

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test/e2e-wf09-session

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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

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eugen.thaci-patch-3

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eugen.thaci-patch-1

aditya-fix-latest

feature/m4-secret-masking-llm-context

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refactor/m3-remove-unittest-mock-integration

refactor/m3-remove-robot-mock-imports

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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

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develop-aditya-2

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feature/m6-acp-stubs

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feature/m4-definition-of-done

feature/m4-correction-model

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feature/m2-lsp-stubs

feature/m3-invariants

feature/m1-actor-runtime

feature/docs-v2-restore

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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

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feature/m3-session-domain-robot

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ten-branches-backup

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feature/automation-profiles-and-resource-dag

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intel_2_demo

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Legendary

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Refactor

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Testing

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v3.4.0

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Reference

cleveragents/cleveragents-core#8132

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