Tests (ASV): Add missing ASV benchmark suite for the agents module #2787

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opened 2026-04-04 19:32:48 +00:00 by freemo · 1 comment

freemo commented 2026-04-04 19:32:48 +00:00

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• Branch: test/missing-asv-benchmarks-agents
• Commit Message: test(agents): add ASV performance benchmark suite for the agents module
• Milestone: v3.7.0
• Parent Epic: #1678

Background and Context

The agents module is missing ASV (airspeed velocity) performance benchmarks. Per the project's Multi-Level Testing Mandate in CONTRIBUTING.md, every module must have tests at all required levels: Behave BDD unit tests, Robot Framework integration tests, and ASV performance benchmarks. The absence of ASV benchmarks for the agents module means there is no automated baseline for detecting performance regressions in one of the system's most critical components.

The agents module is a core component of the CleverAgents architecture, responsible for actor/agent lifecycle management, tool-calling runtime, and skill resolution (see docs/specification.md — Actor Abstraction and Tool & Skill Abstraction). Performance regressions in this module would directly impact the responsiveness and throughput of the entire agent orchestration pipeline.

Current Behaviour

The agents module has no ASV benchmark suite. Running nox (or the benchmark session directly) produces no benchmark results for this module, leaving a gap in the project's performance regression detection coverage.

Expected Behaviour

• An ASV benchmark suite exists under the benchmarks/ directory for the agents module.
• The suite covers at least the following performance-critical paths:
  • Actor loading and initialisation latency
  • Tool dispatch latency (single and batch)
  • Skill resolution throughput
  • Agent lifecycle teardown cost
• All benchmarks run without error via nox.
• No existing nox sessions are broken by the addition of the benchmarks.

Subtasks

• Identify all performance-critical code paths in the agents module suitable for ASV benchmarking (actor loading, tool dispatch, skill resolution, lifecycle teardown)
• Create the ASV benchmark file(s) under benchmarks/ following the existing directory and naming conventions
• Implement setup / teardown fixtures as needed to isolate benchmark measurements
• Implement at least one benchmark per identified performance-critical path
• Run nox benchmark session locally and confirm all new benchmarks execute without error
• Verify no regressions are introduced in other nox sessions (nox -e lint, nox -e typecheck, nox -e unit_tests, nox -e integration_tests)
• Verify coverage remains ≥ 97% via nox -e coverage_report
• Run full nox (all default sessions) and confirm clean pass

Definition of Done

• 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 (test(agents): add ASV performance benchmark suite for the agents module), followed by a blank line, then additional lines providing relevant details about the implementation
• The commit is pushed to the remote on the branch matching the Branch in Metadata exactly (test/missing-asv-benchmarks-agents)
• The commit is submitted as a pull request to master, reviewed, and merged before this issue is marked done
• All nox stages pass
• Coverage >= 97%

---

Automated by CleverAgents Bot
Supervisor: Unknown | Agent: ca-new-issue-creator

## Metadata - **Branch**: `test/missing-asv-benchmarks-agents` - **Commit Message**: `test(agents): add ASV performance benchmark suite for the agents module` - **Milestone**: v3.7.0 - **Parent Epic**: #1678 ## Background and Context The `agents` module is missing ASV (airspeed velocity) performance benchmarks. Per the project's Multi-Level Testing Mandate in `CONTRIBUTING.md`, every module must have tests at all required levels: Behave BDD unit tests, Robot Framework integration tests, and ASV performance benchmarks. The absence of ASV benchmarks for the `agents` module means there is no automated baseline for detecting performance regressions in one of the system's most critical components. The `agents` module is a core component of the CleverAgents architecture, responsible for actor/agent lifecycle management, tool-calling runtime, and skill resolution (see `docs/specification.md` — Actor Abstraction and Tool & Skill Abstraction). Performance regressions in this module would directly impact the responsiveness and throughput of the entire agent orchestration pipeline. ## Current Behaviour The `agents` module has no ASV benchmark suite. Running `nox` (or the benchmark session directly) produces no benchmark results for this module, leaving a gap in the project's performance regression detection coverage. ## Expected Behaviour - An ASV benchmark suite exists under the `benchmarks/` directory for the `agents` module. - The suite covers at least the following performance-critical paths: - Actor loading and initialisation latency - Tool dispatch latency (single and batch) - Skill resolution throughput - Agent lifecycle teardown cost - All benchmarks run without error via `nox`. - No existing nox sessions are broken by the addition of the benchmarks. ## Subtasks - [ ] Identify all performance-critical code paths in the `agents` module suitable for ASV benchmarking (actor loading, tool dispatch, skill resolution, lifecycle teardown) - [ ] Create the ASV benchmark file(s) under `benchmarks/` following the existing directory and naming conventions - [ ] Implement `setup` / `teardown` fixtures as needed to isolate benchmark measurements - [ ] Implement at least one benchmark per identified performance-critical path - [ ] Run `nox` benchmark session locally and confirm all new benchmarks execute without error - [ ] Verify no regressions are introduced in other nox sessions (`nox -e lint`, `nox -e typecheck`, `nox -e unit_tests`, `nox -e integration_tests`) - [ ] Verify coverage remains ≥ 97% via `nox -e coverage_report` - [ ] Run full `nox` (all default sessions) and confirm clean pass ## Definition of Done - [ ] 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 (`test(agents): add ASV performance benchmark suite for the agents module`), followed by a blank line, then additional lines providing relevant details about the implementation - [ ] The commit is pushed to the remote on the branch matching the **Branch** in Metadata exactly (`test/missing-asv-benchmarks-agents`) - [ ] The commit is submitted as a **pull request** to `master`, reviewed, and **merged** before this issue is marked done - [ ] All nox stages pass - [ ] Coverage >= 97% --- **Automated by CleverAgents Bot** Supervisor: Unknown | Agent: ca-new-issue-creator

freemo added this to the v3.7.0 milestone 2026-04-04 19:32:53 +00:00

freemo added a new dependency 2026-04-04 19:33:01 +00:00

#1678 Epic: CI Execution Time Optimization — Timeouts, Concurrency, and Coverage Artifact Sharing

freemo added the

MoSCoW

Could have

label 2026-04-04 19:36:58 +00:00

freemo commented 2026-04-04 19:37:19 +00:00

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Issue triaged by project owner:

• State: Verified | MoSCoW: Could Have — ASV benchmark suites are nice to have for performance tracking but not blocking feature work.

---

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

Issue triaged by project owner: - **State**: Verified | **MoSCoW**: Could Have — ASV benchmark suites are nice to have for performance tracking but not blocking feature work. --- **Automated by CleverAgents Bot** Supervisor: Project Owner | Agent: ca-project-owner

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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

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

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

docs/cycle-7-changelog-update

spec/reconciliation-failure-behavior

auto-docs-2/api-documentation

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auto-docs-1/release-notes-v3.0-v3.1

spec/update-validation-attach-project-delete

spec/architecture-cycle2-impl-clarifications

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

docs/showcase-all-examples-consolidated

docs/timeline-day-97

docs/acms-context-hydrator-cycle2

docs/add-example-output-format-flags

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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

docs/timeline-day54-update3

improvement/agent-ca-test-infra-improver-fixes

spec/restructure-monolithic-to-split

docs/timeline-day54-update-v2

docs/timeline-day54-update

fix-agents

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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test/e2e-wf15-disaster-recovery

test/e2e-wf03-refactoring

test/e2e-m3-acceptance

feature/m8-tui-prompt-history

feature/m8-tui-actor-thought-block-rendering

bugfix/m6-build-hierarchy-child-ids

feature/resource-inheritance-wiring

test/e2e-wf09-session

test/e2e-wf06-doc-generation

test/e2e-wf08-cloud-infra

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test/e2e-wf13-custom-profile

test/e2e-wf11-graph-actor

test/e2e-wf01-hello-world

test/int-wf17-explicit-container

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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

aditya-fix

refactor/m3-replace-mktemp

refactor/m3-remove-unittest-mock-integration

refactor/m3-remove-robot-mock-imports

refactor/m3-remove-mock-llm-integration

docs/improved-menu-adr

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

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

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ten-branches-backup

feature/m3-skill-schema

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feature/automation-profiles-and-resource-dag

feature/m1-plan-repo

feature/m1-db-plan-phase-rebaseline

feat/B4-sandbox

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tests/unit-tests

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intel_2_demo

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Refactor

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Testing

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v3.7.0

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Blocks

#1678 Epic: CI Execution Time Optimization — Timeouts, Concurrency, and Coverage Artifact Sharing

cleveragents/cleveragents-core

Reference

cleveragents/cleveragents-core#2787

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