NVIDIA-NeMo · callingmedic911 · Aug 19, 2026 · Aug 18, 2026 · Aug 18, 2026 · Aug 18, 2026
@@ -280,6 +280,18 @@ nemo-data-designer-plugin = [
   "pandas",
 ]
 
+# Generated from [tool.bundle-package]; do not edit by hand.
+nemo-eval-author-plugin = [
+  "pydantic>=2",
+  "harbor>=0.18",
+  "nooa>=0.0.9",
+  "nemo-experimentalist-plugin",
+  "nemo-insights-plugin",
+  "nemo-platform-plugin",
+  "pyyaml>=6.0.3",
+  "tomlkit>=0.13.3",
+]
+
 # Generated from [tool.bundle-package]; do not edit by hand.
 nemo-evaluator-plugin = [
   "cloudpickle>=3.1.1",
@@ -309,6 +321,22 @@ nemo-evaluator-sdk = [
   "nemo-fabric>=0.1.1,<0.3.0",
 ]
 
+# Generated from [tool.bundle-package]; do not edit by hand.
+nemo-experimentalist-plugin = [
+  "pydantic>=2",
+  "httpx",
+  "harbor>=0.16",
+  "nemo-evaluator-sdk",
+  "opentelemetry-proto>=1.42.1",
+  "protobuf>=6.0.0",
+  "nooa>=0.0.9",
+  "pyyaml>=6.0.3",
+  "nemo-eval-author-plugin",
+  "nemo-insights-plugin",
+  "nemo-platform-plugin",
+  "tomlkit>=0.13.3",
+]
+
 # Generated from [tool.bundle-package]; do not edit by hand.
 nemo-guardrails-plugin = [
   "nemo-platform-plugin",
@@ -319,6 +347,20 @@ nemo-guardrails-plugin = [
   "langchain-openai>=1.3.5",
 ]
 
+# Generated from [tool.bundle-package]; do not edit by hand.
+nemo-insights-plugin = [
+  "fastapi>=0.115",
+  "httpx",
+  "nemo-platform-plugin",
+  "nooa>=0.0.9",
+  "opentelemetry-exporter-otlp>=1.42.1",
+  "opentelemetry-sdk>=1.42.1",
+  "pydantic>=2.12.0",
+  "pyyaml>=6.0.3",
+  "typer>=0.20.0",
+  "tzdata==2026.2",
+]
+
 # Generated from [tool.bundle-package]; do not edit by hand.
 nemo-optimization-plugin = [
   "nemo-platform-plugin",
@@ -437,8 +479,11 @@ plugins = [
     "nemo-platform[nemo-anonymizer-plugin]",
     "nemo-platform[nemo-auditor-plugin]",
     "nemo-platform[nemo-data-designer-plugin]",
+    "nemo-platform[nemo-eval-author-plugin]",
     "nemo-platform[nemo-evaluator-plugin]",
+    "nemo-platform[nemo-experimentalist-plugin]",
     "nemo-platform[nemo-guardrails-plugin]",
+    "nemo-platform[nemo-insights-plugin]",
     "nemo-platform[nemo-optimization-plugin]",
     "nemo-platform[nemo-safe-synthesizer-plugin]",
     "nemo-platform[nemo-switchyard]",
@@ -511,6 +556,13 @@ anonymizer = "nemo_anonymizer_plugin.cli:AnonymizerCLI"
 auditor = "nemo_auditor.cli:AuditorPluginCLI"
 data-designer = "nemo_data_designer_plugin.cli.main:DataDesignerCLI"
 evaluator = "nemo_evaluator.cli:EvaluatorPluginCLI"
+insights = "nemo_insights_plugin.cli:InsightsCLI"
+
+# Generated from [tool.bundle-package]; do not edit this table by hand.
+[project.entry-points."nemo.cli.agents"]
+eval-author = "nemo_eval_author_plugin.cli:EvalAuthorCLI"
+experimentalist = "nemo_experimentalist_plugin.cli:ExperimentalistCLI"
+analyst = "nemo_insights_plugin.analyst.cli:AnalystCLI"
 
 # Generated from [tool.bundle-package]; do not edit this table by hand.
 [project.entry-points."nemo.client_provider"]
@@ -519,11 +571,25 @@ platform = "nmp.common.client_factory:PlatformNemoClientProvider"
 # Generated from [tool.bundle-package]; do not edit this table by hand.
 [project.entry-points."nemo.controllers"]
 agents-deployment = "nemo_agents_plugin.runner.controller:AgentDeploymentController"
+insights-analysis = "nemo_insights_plugin.controller:InsightsAnalysisController"
 
 # Generated from [tool.bundle-package]; do not edit this table by hand.
 [project.entry-points."nemo.docs"]
 auditor = "nemo_auditor.docs:get_docs_path"
 
+# Generated from [tool.bundle-package]; do not edit this table by hand.
+[project.entry-points."nemo.experimentalist.components"]
+"strategy.evolutionary" = "nemo_experimentalist_plugin.experimentalist.strategies.evolutionary"
+"builder.code-edit" = "nemo_experimentalist_plugin.experimentalist.components.coder"
+"builder.import" = "nemo_experimentalist_plugin.experimentalist.components.importer"
+"selector.pareto-diversity" = "nemo_experimentalist_plugin.experimentalist.components.selector"
+"proposer.code-change" = "nemo_experimentalist_plugin.experimentalist.components.proposer"
+"terminator.convergence" = "nemo_experimentalist_plugin.experimentalist.components.terminator"
+"root-cause-analyzer.trace" = "nemo_experimentalist_plugin.experimentalist.components.analyzer"
+"trajectory-scorer.goal-tree" = "nemo_experimentalist_plugin.experimentalist.components.trace_scorer"
+"outcome-evaluator.harbor-native" = "nemo_experimentalist_plugin.experimentalist.components.evaluator.harbor_native"
+"outcome-evaluator.harbor-runner" = "nemo_experimentalist_plugin.experimentalist.components.evaluator.harbor_evaluator"
+
 # Generated from [tool.bundle-package]; do not edit this table by hand.
 [project.entry-points."nemo.functions"]
 "anonymizer.preview" = "nemo_anonymizer_plugin.functions.preview:PreviewFunction"
@@ -546,6 +612,7 @@ nemo-switchyard = "nemo_switchyard.middleware:SwitchyardMiddleware"
 "data-designer.create" = "nemo_data_designer_plugin.jobs.create:CreateJob"
 "evaluator.evaluate" = "nemo_evaluator.jobs.evaluate:EvaluateJob"
 "evaluator.agent-evaluate" = "nemo_evaluator.jobs.agent_evaluate:AgentEvalJob"
+"insights.analyze-job" = "nemo_insights_plugin.jobs.analyze:AnalyzeJob"
 
 # Generated from [tool.bundle-package]; do not edit this table by hand.
 [project.entry-points."nemo.optimization.backends"]
@@ -560,6 +627,7 @@ auditor = "nemo_auditor.sdk:auditor_sdk_resources"
 data_designer = "nemo_data_designer_plugin.sdk.resources:data_designer_sdk_resources"
 evaluator = "nemo_evaluator.sdk.resources:evaluator_sdk_resources"
 safe_synthesizer = "nemo_safe_synthesizer_plugin.sdk.resources:safe_synthesizer_sdk_resources"
+insights = "nemo_insights_plugin.sdk:insights_sdk_resources"
 
 # Generated from [tool.bundle-package]; do not edit this table by hand.
 [project.entry-points."nemo.sdk_provider"]
@@ -577,6 +645,7 @@ anonymizer = "nemo_anonymizer_plugin.service:AnonymizerService"
 auditor = "nemo_auditor.service:AuditorPluginService"
 data-designer = "nemo_data_designer_plugin.service:DataDesignerService"
 evaluator = "nemo_evaluator.service:EvaluatorPluginService"
+insights = "nemo_insights_plugin.service:InsightsService"
 
 # Generated from [tool.bundle-package]; do not edit this table by hand.
 [project.entry-points."nemo.skills"]
@@ -588,6 +657,8 @@ anonymizer = "nemo_anonymizer_plugin.skills:get_skills_path"
 guardrails = "nemo_guardrails_plugin.skills:get_skills_path"
 platform = "nemo_platform.skills:skills_dir"
 safe-synthesizer = "nemo_safe_synthesizer_plugin.skills:get_skills_path"
+experimentalist = "nemo_experimentalist_plugin.skills:skills_dir"
+insights = "nemo_insights_plugin.skills:skills_dir"
 [tool.uv.sources]
 nemo-platform-sdk = { workspace = true }
 nemo-platform-ext = { workspace = true }
@@ -639,7 +710,14 @@ nemo-agents-plugin = { source = "../../plugins/nemo-agents/src/nemo_agents_plugi
 nemo-anonymizer-plugin = { source = "../../plugins/nemo-anonymizer/src/nemo_anonymizer_plugin", module = "nemo_anonymizer_plugin", inherit = { "entry-points" = ["nemo.*"] } }
 nemo-auditor-plugin = { source = "../../plugins/nemo-auditor/src/nemo_auditor", module = "nemo_auditor", inherit = { "entry-points" = ["nemo.*"] } }
 nemo-data-designer-plugin = { source = "../../plugins/nemo-data-designer/src/nemo_data_designer_plugin", module = "nemo_data_designer_plugin", inherit = { "entry-points" = ["nemo.*"] } }
+# Eval Author, Experimentalist, and Insights ship together: Experimentalist imports
+# EvalAuthor and EvalAuthorConfig at module scope, Eval Author still borrows
+# Experimentalist helpers, and both read the Insights profile contract. Bundling all
+# three into one distribution collapses that dependency cycle into intra-wheel extras.
+nemo-eval-author-plugin = { source = "../../plugins/nemo-eval-author/src/nemo_eval_author_plugin", module = "nemo_eval_author_plugin", inherit = { "entry-points" = ["nemo.*"] } }
 nemo-evaluator-plugin = { source = "../../plugins/nemo-evaluator/src/nemo_evaluator", module = "nemo_evaluator", inherit = { "entry-points" = ["nemo.*"] } }
+nemo-experimentalist-plugin = { source = "../../plugins/nemo-experimentalist/src/nemo_experimentalist_plugin", module = "nemo_experimentalist_plugin", inherit = { "entry-points" = ["nemo.*"] } }
+nemo-insights-plugin = { source = "../../plugins/nemo-insights/src/nemo_insights_plugin", module = "nemo_insights_plugin", inherit = { "entry-points" = ["nemo.*"] } }
 # Required by agents.optimize (OptimizeJob lives here; agents plugin imports it at router setup).
 nemo-optimization-plugin = { source = "../../plugins/nemo-optimization/src/nemo_optimization", module = "nemo_optimization", inherit = { "entry-points" = ["nemo.*"] } }
 nemo-guardrails-plugin = { source = "../../plugins/nemo-guardrails/src/nemo_guardrails_plugin", module = "nemo_guardrails_plugin", inherit = { "entry-points" = ["nemo.*"] } }

@@ -10,7 +10,7 @@ dependencies = [
     "pydantic>=2",
     # Harbor 0.18 provides the discovery APIs used by this plugin.
     "harbor>=0.18",
-    "nooa",
+    "nooa>=0.0.9",
     "nemo-experimentalist-plugin",
     "nemo-insights-plugin",
     "nemo-platform",

@@ -109,13 +109,12 @@ instead of restoring Curator imports, configuration, or aliases. The obsolete
   Configure Platform services, trace storage, and Insights analysis according
   to the Platform documentation; this repository does not own a service,
   scheduler, or testbed setup.
-- `nooa` is pinned to an immutable public GitHub revision in the workspace root
-  `pyproject.toml` under `[tool.uv.sources]`; this plugin's `pyproject.toml` only
-  declares the dependency. It is a commit rather than a tag because the callable
-  `@strategy(llm=...)` support this plugin depends on landed after `v0.0.8`.
-  Update the root pin, the matching pin in
-  `examples/tau3-nooa-agent/pyproject.toml`, the revision quoted in
-  `framework-skills/nooa/SKILL.md`, and both lock files together. Keep the
+- `nooa` comes from PyPI. This plugin's `pyproject.toml` declares the floor
+  (`nooa>=0.0.9`), which is the first release carrying the callable
+  `@strategy(llm=...)` support the components depend on. When raising the floor,
+  move it in this plugin, `nemo-insights`, `nemo-eval-author`, and
+  `examples/tau3-nooa-agent/pyproject.toml`, update the tag quoted in
+  `framework-skills/nooa/SKILL.md`, and relock both lock files together. Keep the
   Platform-supplied Insights plugin separate.
 - This branch uses merged Platform PR 718 contracts only. After the Platform
   handoff lands, rebase and repin before adopting any new Platform testbed or

@@ -19,7 +19,7 @@ COPY --from=ghcr.io/astral-sh/uv:0.9.14 /uv /bin/uv
 # `uv pip install --system` rather than `uv sync`: there is no project here, just
 # one pinned dependency going into the image's own interpreter.
 RUN uv pip install --system --no-cache \
-    "nooa[tracing] @ git+https://github.com/NVIDIA-NeMo/labs-OO-Agents.git@6e0274dd03f883254a084cfb9f871ea580e03434"
+    "nooa[tracing]==0.0.9"
 
 WORKDIR /app
 RUN groupadd --gid 10001 smoke-agent \

@@ -23,6 +23,6 @@ timeout_sec = 60.0
 [environment]
 # Set by scripts/build_image.py; a test asserts it matches the current content
 # hash of the Dockerfile and records file. Tasks ship no environment/ directory.
-docker_image = "smoke-agent-env:sha-3f3415c0dbf2"
+docker_image = "smoke-agent-env:sha-effb361c1cea"
 cpus = 1
 memory_mb = 1024
@@ -9,10 +9,7 @@ readme = "README.md"
 requires-python = ">=3.12,<3.14"
 dependencies = [
     "mcp==1.25.0",
-    "nooa[tracing]",
+    "nooa[tracing]>=0.0.9",
     "opentelemetry-exporter-otlp-proto-http",
     "orjson==3.11.9",
 ]
-[tool.uv.sources]
-# Keep in step with the workspace root pin.
-nooa = { git = "https://github.com/NVIDIA-NeMo/labs-OO-Agents.git", rev = "6e0274dd03f883254a084cfb9f871ea580e03434" }
@@ -4,25 +4,24 @@
 
 name: nooa
 description: Build, modify, debug, or optimize agents using NVIDIA-labs OO Agents (NOOA). Use for nooa.Agent subclasses, ellipsis generation methods, CodeAct or Predict strategies, ShellTools, Skill/TextSkill, context and persistence, MCP, tracing, middleware, channels, or trace analysis.
-compatibility: Python >= 3.12,<3.14; uv; nooa at the revision pinned in the workspace root pyproject.toml
+compatibility: Python >= 3.12,<3.14; uv; nooa at the version floor declared by this plugin
 metadata:
   upstream: https://github.com/NVIDIA-NeMo/labs-OO-Agents
-  revision: 6e0274dd03f883254a084cfb9f871ea580e03434
+  version: ">=0.0.9"
 ---
 <!-- SPDX-FileCopyrightText: Copyright (c) 2026 NVIDIA CORPORATION & AFFILIATES. All rights reserved. -->
 <!-- SPDX-License-Identifier: Apache-2.0 -->
 
 # NVIDIA-labs OO Agents (NOOA)
 
-Use the `nooa` package and namespace this repository pins. The revision is set in
-the workspace root `pyproject.toml` under `[tool.uv.sources]` — the plugin's own
-`pyproject.toml` declares `nooa` without one.
+Use the `nooa` package and namespace. It comes from PyPI, and the plugin's own
+`pyproject.toml` declares the version floor.
 
-For detailed framework guidance, consult the skills at the immutable upstream
-revision this repository pins:
-https://github.com/NVIDIA-NeMo/labs-OO-Agents/tree/6e0274dd03f883254a084cfb9f871ea580e03434/skills
+For detailed framework guidance, consult the skills at the upstream tag that
+matches the floor:
+https://github.com/NVIDIA-NeMo/labs-OO-Agents/tree/v0.0.9/skills
 
-Before changing framework behavior, inspect the pinned implementation or the
+Before changing framework behavior, inspect the installed implementation or the
 matching upstream skill instead of guessing. In Experimentalist:
 
 - Call `super().__init__()` before attaching tools or skills.

@@ -13,7 +13,7 @@ dependencies = [
     "nemo-evaluator-sdk",
     "opentelemetry-proto>=1.42.1",
     "protobuf>=6.0.0",
-    "nooa",
+    "nooa>=0.0.9",
     "pyyaml>=6.0.3",
     "nemo-eval-author-plugin",
     "nemo-insights-plugin",

@@ -17,19 +17,38 @@
 import shutil
 import sys
 import tomllib
+from collections.abc import Iterable
 from pathlib import Path
 from typing import Any
 
+from packaging.requirements import InvalidRequirement, Requirement
+from packaging.specifiers import SpecifierSet
+from packaging.utils import canonicalize_name
+
 _REPO_ROOT = Path(__file__).resolve().parents[4]
 _EXAMPLE_DIR = Path(__file__).resolve().parents[2] / "examples" / "smoke-agent"
 _SHARED = _EXAMPLE_DIR / "dataset" / "_shared"
 _HASHED = ("Dockerfile", "records.json")
-_RENDERED_TASK_TREE_SHA256 = "d8d4face3d4aa0f5697faaea2bd6146a73573290910c216146a3753ced4b7906"
+_RENDERED_TASK_TREE_SHA256 = "f46c78735a97e31185ce9b17250c9d97389cd8e8068590e2a658e54db4e95308"
+
+
+def _nooa_requirement(candidates: Iterable[str]) -> Requirement:
+    """Return the nooa requirement among *candidates*, skipping anything unparseable."""
+    for candidate in candidates:
+        try:
+            requirement = Requirement(candidate)
+        except InvalidRequirement:
+            continue
+        if canonicalize_name(requirement.name) == "nooa":
+            return requirement
+    raise AssertionError("no nooa requirement found")
 
 
-def _root_nooa_rev() -> str:
-    data = tomllib.loads((_REPO_ROOT / "pyproject.toml").read_text(encoding="utf-8"))
-    return data["tool"]["uv"]["sources"]["nooa"]["rev"]
+def _plugin_nooa_specifier() -> SpecifierSet:
+    """Return the nooa version range the plugin declares for itself."""
+    plugin_pyproject = Path(__file__).resolve().parents[2] / "pyproject.toml"
+    data = tomllib.loads(plugin_pyproject.read_text(encoding="utf-8"))
+    return _nooa_requirement(data["project"]["dependencies"]).specifier
 
 
 def _expected_tag() -> str:
@@ -180,14 +199,26 @@ def test_verifier_does_not_echo_answers() -> None:
         assert forbidden not in code, f"{forbidden} publishes ground truth to the trial log"
 
 
-def test_dockerfile_nooa_rev_matches_workspace() -> None:
-    """Check that the task image uses the workspace's NOOA revision."""
+def test_dockerfile_pins_one_nooa_the_plugin_accepts() -> None:
+    """Check that the task image pins a single NOOA release from the plugin's range.
+
+    The tag is a hash of this Dockerfile, so a version range would let the installed
+    NOOA drift while the tag stayed put -- exactly the stale-content case the
+    content-addressed tag exists to catch. The pin also has to satisfy the plugin's
+    own range, or the agent under test runs against a different framework build.
+    """
     dockerfile_path = _SHARED / "Dockerfile"
     if not dockerfile_path.is_file():
         return  # Task 4 creates it.
-    found = re.search(r"labs-OO-Agents\.git@([0-9a-f]{40})", dockerfile_path.read_text(encoding="utf-8"))
-    assert found is not None, "Dockerfile must pin NOOA to an explicit revision"
-    assert found.group(1) == _root_nooa_rev()
+    # Requirements reach `uv pip install` as double-quoted arguments.
+    quoted = dockerfile_path.read_text(encoding="utf-8").split('"')[1::2]
+    pins = [spec for spec in _nooa_requirement(quoted).specifier if spec.operator == "=="]
+
+    assert len(pins) == 1, f"Dockerfile must pin NOOA to one exact version, got {pins}"
+    plugin_range = _plugin_nooa_specifier()
+    assert pins[0].version in plugin_range, (
+        f"image pins nooa=={pins[0].version}, which the plugin's {plugin_range} rejects"
+    )
 
 
 def test_task_image_runs_as_a_non_root_user() -> None: