diff --git a/.github/packages.yaml b/.github/packages.yaml
new file mode 100644
index 00000000..3f570f17
--- /dev/null
+++ b/.github/packages.yaml
@@ -0,0 +1,34 @@
+shared:
+  - hyperforge/
+  - hyperforge.mk
+  - pyproject.toml
+  - uv.lock
+  - mypy.ini
+  - ruff.toml
+  - bump.py
+  - HYPERFORGE.Dockerfile
+  - .github/packages.yaml
+  - .github/workflows/package-tests.yaml
+
+packages:
+  - hyperforge
+  - agents/conditional
+  - agents/external
+  - agents/generate
+  - agents/google
+  - agents/historical
+  - agents/http
+  - agents/mcp
+  - agents/nucliadb
+  - agents/passthrough
+  - agents/perplexity
+  - agents/perplexity_search
+  - agents/related
+  - agents/remi
+  - agents/rephrase
+  - agents/restart
+  - agents/restricted
+  - agents/smart
+  - agents/static
+  - agents/static_string
+  - agents/summarize
diff --git a/.github/workflows/hyperforge_conditional_workflow.yaml b/.github/workflows/hyperforge_conditional_workflow.yaml
deleted file mode 100644
index 7c12fcd2..00000000
--- a/.github/workflows/hyperforge_conditional_workflow.yaml
+++ /dev/null
@@ -1,89 +0,0 @@
-name: Conditional Agents Tests
-
-on:
-    push:
-        branches:
-            - main
-            - dev
-        paths:
-            - "agents/conditional/**"
-            - "hyperforge.mk"
-            - ".github/workflows/hyperforge_conditional_workflow.yaml"
-            - ".github/workflows/hyperforge_agent_package_workflow.yaml"
-    pull_request:
-        branches:
-            - main
-            - dev
-        paths:
-            - "agents/conditional/**"
-            - "hyperforge.mk"
-            - ".github/workflows/hyperforge_conditional_workflow.yaml"
-            - ".github/workflows/hyperforge_agent_package_workflow.yaml"
-
-concurrency:
-    group: ${{ github.workflow }}-${{ github.event.pull_request.number || github.sha }}
-    cancel-in-progress: true
-
-permissions:
-    contents: read
-
-jobs:
-    test:
-        name: Test agents/conditional
-        runs-on: ubuntu-24.04
-
-        steps:
-            - name: Checkout repository
-              uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
-              with:
-                  persist-credentials: false
-
-            - name: Install uv
-              uses: astral-sh/setup-uv@08807647e7069bb48b6ef5acd8ec9567f424441b # v8.1.0
-              with:
-                  enable-cache: false
-                  python-version: "3.12"
-
-            - name: Install package dependencies with uv
-              run: uv sync --group dev
-
-            - name: Lint
-              working-directory: agents/conditional
-              run: make lint
-
-            - name: Run tests
-              working-directory: agents/conditional
-              run: make test
-
-    build_wheels:
-        name: Build wheels
-        runs-on: ubuntu-24.04
-        if: github.event_name == 'push'
-        needs:
-            - test
-        permissions:
-            contents: read
-            id-token: write
-        steps:
-            - uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
-              with:
-                  persist-credentials: false
-
-            - name: Install uv
-              uses: astral-sh/setup-uv@08807647e7069bb48b6ef5acd8ec9567f424441b # v8.1.0
-              with:
-                  enable-cache: false
-                  python-version: "3.12"
-            - name: Set dependency versions in requirements
-              run: |
-                  python bump.py --package=${INPUTS_PACKAGE} --build=${{ github.run_number }}
-              env:
-                  INPUTS_PACKAGE: agents/conditional
-
-            - name: Build wheels
-              run: uv build ./${INPUTS_PACKAGE}
-              env:
-                  INPUTS_PACKAGE: agents/conditional
-
-            - name: Publish package to PyPI
-              uses: pypa/gh-action-pypi-publish@cef221092ed1bacb1cc03d23a2d87d1d172e277b # v1.14.0
diff --git a/.github/workflows/hyperforge_external_workflow.yaml b/.github/workflows/hyperforge_external_workflow.yaml
deleted file mode 100644
index 53b1cb62..00000000
--- a/.github/workflows/hyperforge_external_workflow.yaml
+++ /dev/null
@@ -1,90 +0,0 @@
-name: External Agents Tests
-
-on:
-    push:
-        branches:
-            - main
-            - dev
-        paths:
-            - "agents/external/**"
-            - "hyperforge.mk"
-            - ".github/workflows/hyperforge_external_workflow.yaml"
-            - ".github/workflows/hyperforge_agent_package_workflow.yaml"
-    pull_request:
-        branches:
-            - main
-            - dev
-        paths:
-            - "agents/external/**"
-            - "hyperforge.mk"
-            - ".github/workflows/hyperforge_external_workflow.yaml"
-            - ".github/workflows/hyperforge_agent_package_workflow.yaml"
-
-concurrency:
-    group: ${{ github.workflow }}-${{ github.event.pull_request.number || github.sha }}
-    cancel-in-progress: true
-
-permissions:
-    contents: read
-
-jobs:
-    test:
-        name: Test agents/external
-        runs-on: ubuntu-24.04
-
-        steps:
-            - name: Checkout repository
-              uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
-              with:
-                  persist-credentials: false
-
-            - name: Install uv
-              uses: astral-sh/setup-uv@08807647e7069bb48b6ef5acd8ec9567f424441b # v8.1.0
-              with:
-                  enable-cache: false
-                  python-version: "3.12"
-
-            - name: Install package dependencies with uv
-              run: uv sync --group dev
-
-            - name: Lint
-              working-directory: agents/external
-              run: make lint
-
-            - name: Run tests
-              working-directory: agents/external
-              run: make test
-
-    build_wheels:
-        name: Build wheels
-        runs-on: ubuntu-24.04
-        if: github.event_name == 'push'
-        needs:
-            - test
-        permissions:
-            contents: read
-            id-token: write
-        steps:
-            - uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
-              with:
-                  persist-credentials: false
-
-            - name: Install uv
-              uses: astral-sh/setup-uv@08807647e7069bb48b6ef5acd8ec9567f424441b # v8.1.0
-              with:
-                  enable-cache: false
-                  python-version: "3.12"
-
-            - name: Set dependency versions in requirements
-              run: |
-                  python bump.py --package=${INPUTS_PACKAGE} --build=${{ github.run_number }}
-              env:
-                  INPUTS_PACKAGE: agents/external
-
-            - name: Build wheels
-              run: uv build ./${INPUTS_PACKAGE}
-              env:
-                  INPUTS_PACKAGE: agents/external
-
-            - name: Publish package to PyPI
-              uses: pypa/gh-action-pypi-publish@cef221092ed1bacb1cc03d23a2d87d1d172e277b # v1.14.0
diff --git a/.github/workflows/hyperforge_generate_workflow.yaml b/.github/workflows/hyperforge_generate_workflow.yaml
deleted file mode 100644
index 32dac5f6..00000000
--- a/.github/workflows/hyperforge_generate_workflow.yaml
+++ /dev/null
@@ -1,90 +0,0 @@
-name: Generate Agents Tests
-
-on:
-    push:
-        branches:
-            - main
-            - dev
-        paths:
-            - "agents/generate/**"
-            - "hyperforge.mk"
-            - ".github/workflows/hyperforge_generate_workflow.yaml"
-            - ".github/workflows/hyperforge_agent_package_workflow.yaml"
-    pull_request:
-        branches:
-            - main
-            - dev
-        paths:
-            - "agents/generate/**"
-            - "hyperforge.mk"
-            - ".github/workflows/hyperforge_generate_workflow.yaml"
-            - ".github/workflows/hyperforge_agent_package_workflow.yaml"
-
-concurrency:
-    group: ${{ github.workflow }}-${{ github.event.pull_request.number || github.sha }}
-    cancel-in-progress: true
-
-permissions:
-    contents: read
-
-jobs:
-    test:
-        name: Test agents/generate
-        runs-on: ubuntu-24.04
-
-        steps:
-            - name: Checkout repository
-              uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
-              with:
-                  persist-credentials: false
-
-            - name: Install uv
-              uses: astral-sh/setup-uv@08807647e7069bb48b6ef5acd8ec9567f424441b # v8.1.0
-              with:
-                  enable-cache: false
-                  python-version: "3.12"
-
-            - name: Install package dependencies with uv
-              run: uv sync --group dev
-
-            - name: Lint
-              working-directory: agents/generate
-              run: make lint
-
-            - name: Run tests
-              working-directory: agents/generate
-              run: make test
-
-    build_wheels:
-        name: Build wheels
-        runs-on: ubuntu-24.04
-        if: github.event_name == 'push'
-        needs:
-            - test
-        permissions:
-            contents: read
-            id-token: write
-        steps:
-            - uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
-              with:
-                  persist-credentials: false
-
-            - name: Install uv
-              uses: astral-sh/setup-uv@08807647e7069bb48b6ef5acd8ec9567f424441b # v8.1.0
-              with:
-                  enable-cache: false
-                  python-version: "3.12"
-
-            - name: Set dependency versions in requirements
-              run: |
-                  python bump.py --package=${INPUTS_PACKAGE} --build=${{ github.run_number }}
-              env:
-                  INPUTS_PACKAGE: agents/generate
-
-            - name: Build wheels
-              run: uv build ./${INPUTS_PACKAGE}
-              env:
-                  INPUTS_PACKAGE: agents/generate
-
-            - name: Publish package to PyPI
-              uses: pypa/gh-action-pypi-publish@cef221092ed1bacb1cc03d23a2d87d1d172e277b # v1.14.0
diff --git a/.github/workflows/hyperforge_google_workflow.yaml b/.github/workflows/hyperforge_google_workflow.yaml
deleted file mode 100644
index 58a2633b..00000000
--- a/.github/workflows/hyperforge_google_workflow.yaml
+++ /dev/null
@@ -1,90 +0,0 @@
-name: Google Agent Tests
-
-on:
-    push:
-        branches:
-            - main
-            - dev
-        paths:
-            - "agents/google/**"
-            - "hyperforge.mk"
-            - ".github/workflows/hyperforge_google_workflow.yaml"
-            - ".github/workflows/hyperforge_agent_package_workflow.yaml"
-    pull_request:
-        branches:
-            - main
-            - dev
-        paths:
-            - "agents/google/**"
-            - "hyperforge.mk"
-            - ".github/workflows/hyperforge_google_workflow.yaml"
-            - ".github/workflows/hyperforge_agent_package_workflow.yaml"
-
-concurrency:
-    group: ${{ github.workflow }}-${{ github.event.pull_request.number || github.sha }}
-    cancel-in-progress: true
-
-permissions:
-    contents: read
-
-jobs:
-    test:
-        name: Test agents/google
-        runs-on: ubuntu-24.04
-
-        steps:
-            - name: Checkout repository
-              uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
-              with:
-                  persist-credentials: false
-
-            - name: Install uv
-              uses: astral-sh/setup-uv@08807647e7069bb48b6ef5acd8ec9567f424441b # v8.1.0
-              with:
-                  enable-cache: false
-                  python-version: "3.12"
-
-            - name: Install package dependencies with uv
-              run: uv sync --group dev
-
-            - name: Lint
-              working-directory: agents/google
-              run: make lint
-
-            - name: Run tests
-              working-directory: agents/google
-              run: make test
-
-    build_wheels:
-        name: Build wheels
-        runs-on: ubuntu-24.04
-        if: github.event_name == 'push'
-        needs:
-            - test
-        permissions:
-            contents: read
-            id-token: write
-        steps:
-            - uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
-              with:
-                  persist-credentials: false
-
-            - name: Install uv
-              uses: astral-sh/setup-uv@08807647e7069bb48b6ef5acd8ec9567f424441b # v8.1.0
-              with:
-                  enable-cache: false
-                  python-version: "3.12"
-
-            - name: Set dependency versions in requirements
-              run: |
-                  python bump.py --package=${INPUTS_PACKAGE} --build=${{ github.run_number }}
-              env:
-                  INPUTS_PACKAGE: agents/google
-
-            - name: Build wheels
-              run: uv build ./${INPUTS_PACKAGE}
-              env:
-                  INPUTS_PACKAGE: agents/google
-
-            - name: Publish package to PyPI
-              uses: pypa/gh-action-pypi-publish@cef221092ed1bacb1cc03d23a2d87d1d172e277b # v1.14.0
diff --git a/.github/workflows/hyperforge_historical_workflow.yaml b/.github/workflows/hyperforge_historical_workflow.yaml
deleted file mode 100644
index 979c9e10..00000000
--- a/.github/workflows/hyperforge_historical_workflow.yaml
+++ /dev/null
@@ -1,90 +0,0 @@
-name: Historical Agents Tests
-
-on:
-    push:
-        branches:
-            - main
-            - dev
-        paths:
-            - "agents/historical/**"
-            - "hyperforge.mk"
-            - ".github/workflows/hyperforge_historical_workflow.yaml"
-            - ".github/workflows/hyperforge_agent_package_workflow.yaml"
-    pull_request:
-        branches:
-            - main
-            - dev
-        paths:
-            - "agents/historical/**"
-            - "hyperforge.mk"
-            - ".github/workflows/hyperforge_historical_workflow.yaml"
-            - ".github/workflows/hyperforge_agent_package_workflow.yaml"
-
-concurrency:
-    group: ${{ github.workflow }}-${{ github.event.pull_request.number || github.sha }}
-    cancel-in-progress: true
-
-permissions:
-    contents: read
-
-jobs:
-    test:
-        name: Test agents/historical
-        runs-on: ubuntu-24.04
-
-        steps:
-            - name: Checkout repository
-              uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
-              with:
-                  persist-credentials: false
-
-            - name: Install uv
-              uses: astral-sh/setup-uv@08807647e7069bb48b6ef5acd8ec9567f424441b # v8.1.0
-              with:
-                  enable-cache: false
-                  python-version: "3.12"
-
-            - name: Install package dependencies with uv
-              run: uv sync --group dev
-
-            - name: Lint
-              working-directory: agents/historical
-              run: make lint
-
-            - name: Run tests
-              working-directory: agents/historical
-              run: make test
-
-    build_wheels:
-        name: Build wheels
-        runs-on: ubuntu-24.04
-        if: github.event_name == 'push'
-        needs:
-            - test
-        permissions:
-            contents: read
-            id-token: write
-        steps:
-            - uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
-              with:
-                  persist-credentials: false
-
-            - name: Install uv
-              uses: astral-sh/setup-uv@08807647e7069bb48b6ef5acd8ec9567f424441b # v8.1.0
-              with:
-                  enable-cache: false
-                  python-version: "3.12"
-
-            - name: Set dependency versions in requirements
-              run: |
-                  python bump.py --package=${INPUTS_PACKAGE} --build=${{ github.run_number }}
-              env:
-                  INPUTS_PACKAGE: agents/historical
-
-            - name: Build wheels
-              run: uv build ./${INPUTS_PACKAGE}
-              env:
-                  INPUTS_PACKAGE: agents/historical
-
-            - name: Publish package to PyPI
-              uses: pypa/gh-action-pypi-publish@cef221092ed1bacb1cc03d23a2d87d1d172e277b # v1.14.0
diff --git a/.github/workflows/hyperforge_http_workflow.yaml b/.github/workflows/hyperforge_http_workflow.yaml
deleted file mode 100644
index 1c94ce62..00000000
--- a/.github/workflows/hyperforge_http_workflow.yaml
+++ /dev/null
@@ -1,90 +0,0 @@
-name: HTTP Agents Tests
-
-on:
-    push:
-        branches:
-            - main
-            - dev
-        paths:
-            - "agents/http/**"
-            - "hyperforge.mk"
-            - ".github/workflows/hyperforge_http_workflow.yaml"
-            - ".github/workflows/hyperforge_agent_package_workflow.yaml"
-    pull_request:
-        branches:
-            - main
-            - dev
-        paths:
-            - "agents/http/**"
-            - "hyperforge.mk"
-            - ".github/workflows/hyperforge_http_workflow.yaml"
-            - ".github/workflows/hyperforge_agent_package_workflow.yaml"
-
-concurrency:
-    group: ${{ github.workflow }}-${{ github.event.pull_request.number || github.sha }}
-    cancel-in-progress: true
-
-permissions:
-    contents: read
-
-jobs:
-    test:
-        name: Test agents/http
-        runs-on: ubuntu-24.04
-
-        steps:
-            - name: Checkout repository
-              uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
-              with:
-                  persist-credentials: false
-
-            - name: Install uv
-              uses: astral-sh/setup-uv@08807647e7069bb48b6ef5acd8ec9567f424441b # v8.1.0
-              with:
-                  enable-cache: false
-                  python-version: "3.12"
-
-            - name: Install package dependencies with uv
-              run: uv sync --group dev
-
-            - name: Lint
-              working-directory: agents/http
-              run: make lint
-
-            - name: Run tests
-              working-directory: agents/http
-              run: make test
-
-    build_wheels:
-        name: Build wheels
-        runs-on: ubuntu-24.04
-        if: github.event_name == 'push'
-        needs:
-            - test
-        permissions:
-            contents: read
-            id-token: write
-        steps:
-            - uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
-              with:
-                  persist-credentials: false
-
-            - name: Install uv
-              uses: astral-sh/setup-uv@08807647e7069bb48b6ef5acd8ec9567f424441b # v8.1.0
-              with:
-                  enable-cache: false
-                  python-version: "3.12"
-
-            - name: Set dependency versions in requirements
-              run: |
-                  python bump.py --package=${INPUTS_PACKAGE} --build=${{ github.run_number }}
-              env:
-                  INPUTS_PACKAGE: agents/http
-
-            - name: Build wheels
-              run: uv build ./${INPUTS_PACKAGE}
-              env:
-                  INPUTS_PACKAGE: agents/http
-
-            - name: Publish package to PyPI
-              uses: pypa/gh-action-pypi-publish@cef221092ed1bacb1cc03d23a2d87d1d172e277b # v1.14.0
diff --git a/.github/workflows/hyperforge_mcp_workflow.yaml b/.github/workflows/hyperforge_mcp_workflow.yaml
deleted file mode 100644
index 243ffa85..00000000
--- a/.github/workflows/hyperforge_mcp_workflow.yaml
+++ /dev/null
@@ -1,90 +0,0 @@
-name: MCP Agents Tests
-
-on:
-    push:
-        branches:
-            - main
-            - dev
-        paths:
-            - "agents/mcp/**"
-            - "hyperforge.mk"
-            - ".github/workflows/hyperforge_mcp_workflow.yaml"
-            - ".github/workflows/hyperforge_agent_package_workflow.yaml"
-    pull_request:
-        branches:
-            - main
-            - dev
-        paths:
-            - "agents/mcp/**"
-            - "hyperforge.mk"
-            - ".github/workflows/hyperforge_mcp_workflow.yaml"
-            - ".github/workflows/hyperforge_agent_package_workflow.yaml"
-
-concurrency:
-    group: ${{ github.workflow }}-${{ github.event.pull_request.number || github.sha }}
-    cancel-in-progress: true
-
-permissions:
-    contents: read
-
-jobs:
-    test:
-        name: Test agents/mcp
-        runs-on: ubuntu-24.04
-
-        steps:
-            - name: Checkout repository
-              uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
-              with:
-                  persist-credentials: false
-
-            - name: Install uv
-              uses: astral-sh/setup-uv@08807647e7069bb48b6ef5acd8ec9567f424441b # v8.1.0
-              with:
-                  enable-cache: false
-                  python-version: "3.12"
-
-            - name: Install package dependencies with uv
-              run: uv sync --group dev
-
-            - name: Lint
-              working-directory: agents/mcp
-              run: make lint
-
-            - name: Run tests
-              working-directory: agents/mcp
-              run: make test
-
-    build_wheels:
-        name: Build wheels
-        runs-on: ubuntu-24.04
-        if: github.event_name == 'push'
-        needs:
-            - test
-        permissions:
-            contents: read
-            id-token: write
-        steps:
-            - uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
-              with:
-                  persist-credentials: false
-
-            - name: Install uv
-              uses: astral-sh/setup-uv@08807647e7069bb48b6ef5acd8ec9567f424441b # v8.1.0
-              with:
-                  enable-cache: false
-                  python-version: "3.12"
-
-            - name: Set dependency versions in requirements
-              run: |
-                  python bump.py --package=${INPUTS_PACKAGE} --build=${{ github.run_number }}
-              env:
-                  INPUTS_PACKAGE: agents/mcp
-
-            - name: Build wheels
-              run: uv build ./${INPUTS_PACKAGE}
-              env:
-                  INPUTS_PACKAGE: agents/mcp
-
-            - name: Publish package to PyPI
-              uses: pypa/gh-action-pypi-publish@cef221092ed1bacb1cc03d23a2d87d1d172e277b # v1.14.0
diff --git a/.github/workflows/hyperforge_nucliadb_workflow.yaml b/.github/workflows/hyperforge_nucliadb_workflow.yaml
deleted file mode 100644
index a99d8ad8..00000000
--- a/.github/workflows/hyperforge_nucliadb_workflow.yaml
+++ /dev/null
@@ -1,91 +0,0 @@
-name: NucliaDB Agents Tests
-
-on:
-    push:
-        branches:
-            - main
-            - dev
-        paths:
-            - "agents/nucliadb/**"
-            - "hyperforge.mk"
-            - ".github/workflows/hyperforge_nucliadb_workflow.yaml"
-            - ".github/workflows/hyperforge_agent_package_workflow.yaml"
-    pull_request:
-        branches:
-            - main
-            - dev
-        paths:
-            - "agents/nucliadb/**"
-            - "hyperforge.mk"
-            - ".github/workflows/hyperforge_nucliadb_workflow.yaml"
-            - ".github/workflows/hyperforge_agent_package_workflow.yaml"
-
-concurrency:
-    group: ${{ github.workflow }}-${{ github.event.pull_request.number || github.sha }}
-    cancel-in-progress: true
-
-permissions:
-    contents: read
-
-jobs:
-    test:
-        name: Test agents/nucliadb
-        runs-on: ubuntu-24.04
-
-        steps:
-            - name: Checkout repository
-              uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
-              with:
-                  persist-credentials: false
-
-            - name: Install uv
-              uses: astral-sh/setup-uv@08807647e7069bb48b6ef5acd8ec9567f424441b # v8.1.0
-              with:
-                  enable-cache: false
-                  python-version: "3.12"
-
-            - name: Install package dependencies with uv
-              run: uv sync --group dev
-
-            - name: Lint
-              working-directory: agents/nucliadb
-              run: make lint
-
-            - name: Run tests
-              working-directory: agents/nucliadb
-              run: make test
-              env: # Or as an environment variable
-                  NUA_KEY: ${{ secrets.NUA_KEY }}
-    build_wheels:
-        name: Build wheels
-        runs-on: ubuntu-24.04
-        if: github.event_name == 'push'
-        needs:
-            - test
-        permissions:
-            contents: read
-            id-token: write
-        steps:
-            - uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
-              with:
-                  persist-credentials: false
-
-            - name: Install uv
-              uses: astral-sh/setup-uv@08807647e7069bb48b6ef5acd8ec9567f424441b # v8.1.0
-              with:
-                  enable-cache: false
-                  python-version: "3.12"
-
-            - name: Set dependency versions in requirements
-              run: |
-                  python bump.py --package=${INPUTS_PACKAGE} --build=${{ github.run_number }}
-              env:
-                  INPUTS_PACKAGE: agents/nucliadb
-
-            - name: Build wheels
-              run: uv build ./${INPUTS_PACKAGE}
-              env:
-                  INPUTS_PACKAGE: agents/nucliadb
-
-            - name: Publish package to PyPI
-              uses: pypa/gh-action-pypi-publish@cef221092ed1bacb1cc03d23a2d87d1d172e277b # v1.14.0
diff --git a/.github/workflows/hyperforge_passthrough_workflow.yaml b/.github/workflows/hyperforge_passthrough_workflow.yaml
deleted file mode 100644
index 6fb7004a..00000000
--- a/.github/workflows/hyperforge_passthrough_workflow.yaml
+++ /dev/null
@@ -1,89 +0,0 @@
-name: Passthrough Agents Tests
-
-on:
-    push:
-        branches:
-            - main
-            - dev
-        paths:
-            - "agents/passthrough/**"
-            - "hyperforge.mk"
-            - ".github/workflows/hyperforge_passthrough_workflow.yaml"
-            - ".github/workflows/hyperforge_agent_package_workflow.yaml"
-    pull_request:
-        branches:
-            - main
-            - dev
-        paths:
-            - "agents/passthrough/**"
-            - "hyperforge.mk"
-            - ".github/workflows/hyperforge_passthrough_workflow.yaml"
-            - ".github/workflows/hyperforge_agent_package_workflow.yaml"
-
-concurrency:
-    group: ${{ github.workflow }}-${{ github.event.pull_request.number || github.sha }}
-    cancel-in-progress: true
-
-permissions:
-    contents: read
-jobs:
-    test:
-        name: Test agents/passthrough
-        runs-on: ubuntu-24.04
-
-        steps:
-            - name: Checkout repository
-              uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
-              with:
-                  persist-credentials: false
-
-            - name: Install uv
-              uses: astral-sh/setup-uv@08807647e7069bb48b6ef5acd8ec9567f424441b # v8.1.0
-              with:
-                  enable-cache: false
-                  python-version: "3.12"
-
-            - name: Install package dependencies with uv
-              run: uv sync --group dev
-
-            - name: Lint
-              working-directory: agents/passthrough
-              run: make lint
-
-            - name: Run tests
-              working-directory: agents/passthrough
-              run: make test
-
-    build_wheels:
-        name: Build wheels
-        runs-on: ubuntu-24.04
-        if: github.event_name == 'push'
-        needs:
-            - test
-        permissions:
-            contents: read
-            id-token: write
-        steps:
-            - uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
-              with:
-                  persist-credentials: false
-
-            - name: Install uv
-              uses: astral-sh/setup-uv@08807647e7069bb48b6ef5acd8ec9567f424441b # v8.1.0
-              with:
-                  enable-cache: false
-                  python-version: "3.12"
-
-            - name: Set dependency versions in requirements
-              run: |
-                  python bump.py --package=${INPUTS_PACKAGE} --build=${{ github.run_number }}
-              env:
-                  INPUTS_PACKAGE: agents/passthrough
-
-            - name: Build wheels
-              run: uv build ./${INPUTS_PACKAGE}
-              env:
-                  INPUTS_PACKAGE: agents/passthrough
-
-            - name: Publish package to PyPI
-              uses: pypa/gh-action-pypi-publish@cef221092ed1bacb1cc03d23a2d87d1d172e277b # v1.14.0
diff --git a/.github/workflows/hyperforge_perplexity_search_workflow.yaml b/.github/workflows/hyperforge_perplexity_search_workflow.yaml
deleted file mode 100644
index 7ba8995d..00000000
--- a/.github/workflows/hyperforge_perplexity_search_workflow.yaml
+++ /dev/null
@@ -1,90 +0,0 @@
-name: Perplexity Search Agent Tests
-
-on:
-    push:
-        branches:
-            - main
-            - dev
-        paths:
-            - "agents/perplexity_search/**"
-            - "hyperforge.mk"
-            - ".github/workflows/hyperforge_perplexity_search_workflow.yaml"
-            - ".github/workflows/hyperforge_agent_package_workflow.yaml"
-    pull_request:
-        branches:
-            - main
-            - dev
-        paths:
-            - "agents/perplexity_search/**"
-            - "hyperforge.mk"
-            - ".github/workflows/hyperforge_perplexity_search_workflow.yaml"
-            - ".github/workflows/hyperforge_agent_package_workflow.yaml"
-
-concurrency:
-    group: ${{ github.workflow }}-${{ github.event.pull_request.number || github.sha }}
-    cancel-in-progress: true
-
-permissions:
-    contents: read
-
-jobs:
-    test:
-        name: Test agents/perplexity_search
-        runs-on: ubuntu-24.04
-
-        steps:
-            - name: Checkout repository
-              uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
-              with:
-                  persist-credentials: false
-
-            - name: Install uv
-              uses: astral-sh/setup-uv@08807647e7069bb48b6ef5acd8ec9567f424441b # v8.1.0
-              with:
-                  enable-cache: false
-                  python-version: "3.12"
-
-            - name: Install package dependencies with uv
-              run: uv sync --group dev
-
-            - name: Lint
-              working-directory: agents/perplexity_search
-              run: make lint
-
-            - name: Run tests
-              working-directory: agents/perplexity_search
-              run: make test
-
-    build_wheels:
-        name: Build wheels
-        runs-on: ubuntu-24.04
-        if: github.event_name == 'push'
-        needs:
-            - test
-        permissions:
-            contents: read
-            id-token: write
-        steps:
-            - uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
-              with:
-                  persist-credentials: false
-
-            - name: Install uv
-              uses: astral-sh/setup-uv@08807647e7069bb48b6ef5acd8ec9567f424441b # v8.1.0
-              with:
-                  enable-cache: false
-                  python-version: "3.12"
-
-            - name: Set dependency versions in requirements
-              run: |
-                  python bump.py --package=${INPUTS_PACKAGE} --build=${{ github.run_number }}
-              env:
-                  INPUTS_PACKAGE: agents/perplexity_search
-
-            - name: Build wheels
-              run: uv build ./${INPUTS_PACKAGE}
-              env:
-                  INPUTS_PACKAGE: agents/perplexity_search
-
-            - name: Publish package to PyPI
-              uses: pypa/gh-action-pypi-publish@cef221092ed1bacb1cc03d23a2d87d1d172e277b # v1.14.0
diff --git a/.github/workflows/hyperforge_perplexity_workflow.yaml b/.github/workflows/hyperforge_perplexity_workflow.yaml
deleted file mode 100644
index 9ea7900b..00000000
--- a/.github/workflows/hyperforge_perplexity_workflow.yaml
+++ /dev/null
@@ -1,90 +0,0 @@
-name: Perplexity Agent Tests
-
-on:
-    push:
-        branches:
-            - main
-            - dev
-        paths:
-            - "agents/perplexity/**"
-            - "hyperforge.mk"
-            - ".github/workflows/hyperforge_perplexity_workflow.yaml"
-            - ".github/workflows/hyperforge_agent_package_workflow.yaml"
-    pull_request:
-        branches:
-            - main
-            - dev
-        paths:
-            - "agents/perplexity/**"
-            - "hyperforge.mk"
-            - ".github/workflows/hyperforge_perplexity_workflow.yaml"
-            - ".github/workflows/hyperforge_agent_package_workflow.yaml"
-
-concurrency:
-    group: ${{ github.workflow }}-${{ github.event.pull_request.number || github.sha }}
-    cancel-in-progress: true
-
-permissions:
-    contents: read
-
-jobs:
-    test:
-        name: Test agents/perplexity
-        runs-on: ubuntu-24.04
-
-        steps:
-            - name: Checkout repository
-              uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
-              with:
-                  persist-credentials: false
-
-            - name: Install uv
-              uses: astral-sh/setup-uv@08807647e7069bb48b6ef5acd8ec9567f424441b # v8.1.0
-              with:
-                  enable-cache: false
-                  python-version: "3.12"
-
-            - name: Install package dependencies with uv
-              run: uv sync --group dev
-
-            - name: Lint
-              working-directory: agents/perplexity
-              run: make lint
-
-            - name: Run tests
-              working-directory: agents/perplexity
-              run: make test
-
-    build_wheels:
-        name: Build wheels
-        runs-on: ubuntu-24.04
-        if: github.event_name == 'push'
-        needs:
-            - test
-        permissions:
-            contents: read
-            id-token: write
-        steps:
-            - uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
-              with:
-                  persist-credentials: false
-
-            - name: Install uv
-              uses: astral-sh/setup-uv@08807647e7069bb48b6ef5acd8ec9567f424441b # v8.1.0
-              with:
-                  enable-cache: false
-                  python-version: "3.12"
-
-            - name: Set dependency versions in requirements
-              run: |
-                  python bump.py --package=${INPUTS_PACKAGE} --build=${{ github.run_number }}
-              env:
-                  INPUTS_PACKAGE: agents/perplexity
-
-            - name: Build wheels
-              run: uv build ./${INPUTS_PACKAGE}
-              env:
-                  INPUTS_PACKAGE: agents/perplexity
-
-            - name: Publish package to PyPI
-              uses: pypa/gh-action-pypi-publish@cef221092ed1bacb1cc03d23a2d87d1d172e277b # v1.14.0
diff --git a/.github/workflows/hyperforge_related_workflow.yaml b/.github/workflows/hyperforge_related_workflow.yaml
deleted file mode 100644
index 769b19cc..00000000
--- a/.github/workflows/hyperforge_related_workflow.yaml
+++ /dev/null
@@ -1,90 +0,0 @@
-name: Related Agents Tests
-
-on:
-    push:
-        branches:
-            - main
-            - dev
-        paths:
-            - "agents/related/**"
-            - "hyperforge.mk"
-            - ".github/workflows/hyperforge_related_workflow.yaml"
-            - ".github/workflows/hyperforge_agent_package_workflow.yaml"
-    pull_request:
-        branches:
-            - main
-            - dev
-        paths:
-            - "agents/related/**"
-            - "hyperforge.mk"
-            - ".github/workflows/hyperforge_related_workflow.yaml"
-            - ".github/workflows/hyperforge_agent_package_workflow.yaml"
-
-concurrency:
-    group: ${{ github.workflow }}-${{ github.event.pull_request.number || github.sha }}
-    cancel-in-progress: true
-
-permissions:
-    contents: read
-
-jobs:
-    test:
-        name: Test agents/related
-        runs-on: ubuntu-24.04
-
-        steps:
-            - name: Checkout repository
-              uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
-              with:
-                  persist-credentials: false
-
-            - name: Install uv
-              uses: astral-sh/setup-uv@08807647e7069bb48b6ef5acd8ec9567f424441b # v8.1.0
-              with:
-                  enable-cache: false
-                  python-version: "3.12"
-
-            - name: Install package dependencies with uv
-              run: uv sync --group dev
-
-            - name: Lint
-              working-directory: agents/related
-              run: make lint
-
-            - name: Run tests
-              working-directory: agents/related
-              run: make test
-
-    build_wheels:
-        name: Build wheels
-        runs-on: ubuntu-24.04
-        if: github.event_name == 'push'
-        needs:
-            - test
-        permissions:
-            contents: read
-            id-token: write
-        steps:
-            - uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
-              with:
-                  persist-credentials: false
-
-            - name: Install uv
-              uses: astral-sh/setup-uv@08807647e7069bb48b6ef5acd8ec9567f424441b # v8.1.0
-              with:
-                  enable-cache: false
-                  python-version: "3.12"
-
-            - name: Set dependency versions in requirements
-              run: |
-                  python bump.py --package=${INPUTS_PACKAGE} --build=${{ github.run_number }}
-              env:
-                  INPUTS_PACKAGE: agents/related
-
-            - name: Build wheels
-              run: uv build ./${INPUTS_PACKAGE}
-              env:
-                  INPUTS_PACKAGE: agents/related
-
-            - name: Publish package to PyPI
-              uses: pypa/gh-action-pypi-publish@cef221092ed1bacb1cc03d23a2d87d1d172e277b # v1.14.0
diff --git a/.github/workflows/hyperforge_remi_workflow.yaml b/.github/workflows/hyperforge_remi_workflow.yaml
deleted file mode 100644
index a615c50d..00000000
--- a/.github/workflows/hyperforge_remi_workflow.yaml
+++ /dev/null
@@ -1,92 +0,0 @@
-name: Remi Agents Tests
-
-on:
-    push:
-        branches:
-            - main
-            - dev
-        paths:
-            - "agents/remi/**"
-            - "hyperforge.mk"
-            - ".github/workflows/hyperforge_remi_workflow.yaml"
-            - ".github/workflows/hyperforge_agent_package_workflow.yaml"
-    pull_request:
-        branches:
-            - main
-            - dev
-        paths:
-            - "agents/remi/**"
-            - "hyperforge.mk"
-            - ".github/workflows/hyperforge_remi_workflow.yaml"
-            - ".github/workflows/hyperforge_agent_package_workflow.yaml"
-
-concurrency:
-    group: ${{ github.workflow }}-${{ github.event.pull_request.number || github.sha }}
-    cancel-in-progress: true
-
-permissions:
-    contents: read
-
-jobs:
-    test:
-        name: Test agents/remi
-        runs-on: ubuntu-24.04
-
-        steps:
-            - name: Checkout repository
-              uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
-              with:
-                  persist-credentials: false
-
-            - name: Install uv
-              uses: astral-sh/setup-uv@08807647e7069bb48b6ef5acd8ec9567f424441b # v8.1.0
-              with:
-                  enable-cache: false
-                  python-version: "3.12"
-
-            - name: Install package dependencies with uv
-              run: uv sync --group dev
-
-            - name: Lint
-              working-directory: agents/remi
-              run: make lint
-
-            - name: Run tests
-              working-directory: agents/remi
-              run: make test
-              env: # Or as an environment variable
-                  NUA_KEY: ${{ secrets.NUA_KEY }}
-
-    build_wheels:
-        name: Build wheels
-        runs-on: ubuntu-24.04
-        if: github.event_name == 'push'
-        needs:
-            - test
-        permissions:
-            contents: read
-            id-token: write
-        steps:
-            - uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
-              with:
-                  persist-credentials: false
-
-            - name: Install uv
-              uses: astral-sh/setup-uv@08807647e7069bb48b6ef5acd8ec9567f424441b # v8.1.0
-              with:
-                  enable-cache: false
-                  python-version: "3.12"
-
-            - name: Set dependency versions in requirements
-              run: |
-                  python bump.py --package=${INPUTS_PACKAGE} --build=${{ github.run_number }}
-              env:
-                  INPUTS_PACKAGE: agents/remi
-
-            - name: Build wheels
-              run: uv build ./${INPUTS_PACKAGE}
-              env:
-                  INPUTS_PACKAGE: agents/remi
-
-            - name: Publish package to PyPI
-              uses: pypa/gh-action-pypi-publish@cef221092ed1bacb1cc03d23a2d87d1d172e277b # v1.14.0
diff --git a/.github/workflows/hyperforge_rephrase_workflow.yaml b/.github/workflows/hyperforge_rephrase_workflow.yaml
deleted file mode 100644
index b23906dd..00000000
--- a/.github/workflows/hyperforge_rephrase_workflow.yaml
+++ /dev/null
@@ -1,94 +0,0 @@
-name: Rephrase Agents Tests
-
-on:
-    push:
-        branches:
-            - main
-            - dev
-        paths:
-            - "agents/rephrase/**"
-            - "hyperforge.mk"
-            - ".github/workflows/hyperforge_rephrase_workflow.yaml"
-            - ".github/workflows/hyperforge_agent_package_workflow.yaml"
-    pull_request:
-        branches:
-            - main
-            - dev
-        paths:
-            - "agents/rephrase/**"
-            - "hyperforge.mk"
-            - ".github/workflows/hyperforge_rephrase_workflow.yaml"
-            - ".github/workflows/hyperforge_agent_package_workflow.yaml"
-
-concurrency:
-    group: ${{ github.workflow }}-${{ github.event.pull_request.number || github.sha }}
-    cancel-in-progress: true
-
-permissions:
-    contents: read
-
-jobs:
-    test:
-        name: Test agents/rephrase
-        runs-on: ubuntu-24.04
-
-        steps:
-            - name: Checkout repository
-              uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
-              with:
-                  persist-credentials: false
-
-            - name: Install uv
-              uses: astral-sh/setup-uv@08807647e7069bb48b6ef5acd8ec9567f424441b # v8.1.0
-              with:
-                  enable-cache: false
-                  python-version: "3.12"
-
-            - name: Install package dependencies with uv
-              run: uv sync --group dev
-
-            - name: Lint
-              working-directory: agents/rephrase
-              run: make lint
-
-            - name: Run tests
-              working-directory: agents/rephrase
-              run: make test
-              env: # Or as an environment variable
-                  NUA_KEY: ${{ secrets.NUA_KEY }}
-                  KB_DF8B4C24_2807_4888_AD6C_AE97357A638B: ${{ secrets.KB_DF8B4C24_2807_4888_AD6C_AE97357A638B }}
-                  KB_DE48CFAA_3209_4041_BB64_8604AFF061FB: ${{ secrets.KB_DE48CFAA_3209_4041_BB64_8604AFF061FB }}
-
-    build_wheels:
-        name: Build wheels
-        runs-on: ubuntu-24.04
-        if: github.event_name == 'push'
-        needs:
-            - test
-        permissions:
-            contents: read
-            id-token: write
-        steps:
-            - uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
-              with:
-                  persist-credentials: false
-
-            - name: Install uv
-              uses: astral-sh/setup-uv@08807647e7069bb48b6ef5acd8ec9567f424441b # v8.1.0
-              with:
-                  enable-cache: false
-                  python-version: "3.12"
-
-            - name: Set dependency versions in requirements
-              run: |
-                  python bump.py --package=${INPUTS_PACKAGE} --build=${{ github.run_number }}
-              env:
-                  INPUTS_PACKAGE: agents/rephrase
-
-            - name: Build wheels
-              run: uv build ./${INPUTS_PACKAGE}
-              env:
-                  INPUTS_PACKAGE: agents/rephrase
-
-            - name: Publish package to PyPI
-              uses: pypa/gh-action-pypi-publish@cef221092ed1bacb1cc03d23a2d87d1d172e277b # v1.14.0
diff --git a/.github/workflows/hyperforge_restart_workflow.yaml b/.github/workflows/hyperforge_restart_workflow.yaml
deleted file mode 100644
index 47d1af7d..00000000
--- a/.github/workflows/hyperforge_restart_workflow.yaml
+++ /dev/null
@@ -1,90 +0,0 @@
-name: Restart Agents Tests
-
-on:
-    push:
-        branches:
-            - main
-            - dev
-        paths:
-            - "agents/restart/**"
-            - "hyperforge.mk"
-            - ".github/workflows/hyperforge_restart_workflow.yaml"
-            - ".github/workflows/hyperforge_agent_package_workflow.yaml"
-    pull_request:
-        branches:
-            - main
-            - dev
-        paths:
-            - "agents/restart/**"
-            - "hyperforge.mk"
-            - ".github/workflows/hyperforge_restart_workflow.yaml"
-            - ".github/workflows/hyperforge_agent_package_workflow.yaml"
-
-concurrency:
-    group: ${{ github.workflow }}-${{ github.event.pull_request.number || github.sha }}
-    cancel-in-progress: true
-
-permissions:
-    contents: read
-
-jobs:
-    test:
-        name: Test agents/restart
-        runs-on: ubuntu-24.04
-
-        steps:
-            - name: Checkout repository
-              uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
-              with:
-                  persist-credentials: false
-
-            - name: Install uv
-              uses: astral-sh/setup-uv@08807647e7069bb48b6ef5acd8ec9567f424441b # v8.1.0
-              with:
-                  enable-cache: false
-                  python-version: "3.12"
-
-            - name: Install package dependencies with uv
-              run: uv sync --group dev
-
-            - name: Lint
-              working-directory: agents/restart
-              run: make lint
-
-            - name: Run tests
-              working-directory: agents/restart
-              run: make test
-
-    build_wheels:
-        name: Build wheels
-        runs-on: ubuntu-24.04
-        if: github.event_name == 'push'
-        needs:
-            - test
-        permissions:
-            contents: read
-            id-token: write
-        steps:
-            - uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
-              with:
-                  persist-credentials: false
-
-            - name: Install uv
-              uses: astral-sh/setup-uv@08807647e7069bb48b6ef5acd8ec9567f424441b # v8.1.0
-              with:
-                  enable-cache: false
-                  python-version: "3.12"
-
-            - name: Set dependency versions in requirements
-              run: |
-                  python bump.py --package=${INPUTS_PACKAGE} --build=${{ github.run_number }}
-              env:
-                  INPUTS_PACKAGE: agents/restart
-
-            - name: Build wheels
-              run: uv build ./${INPUTS_PACKAGE}
-              env:
-                  INPUTS_PACKAGE: agents/restart
-
-            - name: Publish package to PyPI
-              uses: pypa/gh-action-pypi-publish@cef221092ed1bacb1cc03d23a2d87d1d172e277b # v1.14.0
diff --git a/.github/workflows/hyperforge_restricted_workflow.yaml b/.github/workflows/hyperforge_restricted_workflow.yaml
deleted file mode 100644
index 1aa85e8d..00000000
--- a/.github/workflows/hyperforge_restricted_workflow.yaml
+++ /dev/null
@@ -1,90 +0,0 @@
-name: Restricted Agents Tests
-
-on:
-    push:
-        branches:
-            - main
-            - dev
-        paths:
-            - "agents/restricted/**"
-            - "hyperforge.mk"
-            - ".github/workflows/hyperforge_restricted_workflow.yaml"
-            - ".github/workflows/hyperforge_agent_package_workflow.yaml"
-    pull_request:
-        branches:
-            - main
-            - dev
-        paths:
-            - "agents/restricted/**"
-            - "hyperforge.mk"
-            - ".github/workflows/hyperforge_restricted_workflow.yaml"
-            - ".github/workflows/hyperforge_agent_package_workflow.yaml"
-
-concurrency:
-    group: ${{ github.workflow }}-${{ github.event.pull_request.number || github.sha }}
-    cancel-in-progress: true
-
-permissions:
-    contents: read
-
-jobs:
-    test:
-        name: Test agents/restricted
-        runs-on: ubuntu-24.04
-
-        steps:
-            - name: Checkout repository
-              uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
-              with:
-                  persist-credentials: false
-
-            - name: Install uv
-              uses: astral-sh/setup-uv@08807647e7069bb48b6ef5acd8ec9567f424441b # v8.1.0
-              with:
-                  enable-cache: false
-                  python-version: "3.12"
-
-            - name: Install package dependencies with uv
-              run: uv sync --group dev
-
-            - name: Lint
-              working-directory: agents/restricted
-              run: make lint
-
-            - name: Run tests
-              working-directory: agents/restricted
-              run: make test
-
-    build_wheels:
-        name: Build wheels
-        runs-on: ubuntu-24.04
-        if: github.event_name == 'push'
-        needs:
-            - test
-        permissions:
-            contents: read
-            id-token: write
-        steps:
-            - uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
-              with:
-                  persist-credentials: false
-
-            - name: Install uv
-              uses: astral-sh/setup-uv@08807647e7069bb48b6ef5acd8ec9567f424441b # v8.1.0
-              with:
-                  enable-cache: false
-                  python-version: "3.12"
-
-            - name: Set dependency versions in requirements
-              run: |
-                  python bump.py --package=${INPUTS_PACKAGE} --build=${{ github.run_number }}
-              env:
-                  INPUTS_PACKAGE: agents/restricted
-
-            - name: Build wheels
-              run: uv build ./${INPUTS_PACKAGE}
-              env:
-                  INPUTS_PACKAGE: agents/restricted
-
-            - name: Publish package to PyPI
-              uses: pypa/gh-action-pypi-publish@cef221092ed1bacb1cc03d23a2d87d1d172e277b # v1.14.0
diff --git a/.github/workflows/hyperforge_smart_workflow.yaml b/.github/workflows/hyperforge_smart_workflow.yaml
deleted file mode 100644
index 2faa38da..00000000
--- a/.github/workflows/hyperforge_smart_workflow.yaml
+++ /dev/null
@@ -1,90 +0,0 @@
-name: Smart Agents Tests
-
-on:
-    push:
-        branches:
-            - main
-            - dev
-        paths:
-            - "agents/smart/**"
-            - "hyperforge.mk"
-            - ".github/workflows/hyperforge_smart_workflow.yaml"
-            - ".github/workflows/hyperforge_agent_package_workflow.yaml"
-    pull_request:
-        branches:
-            - main
-            - dev
-        paths:
-            - "agents/smart/**"
-            - "hyperforge.mk"
-            - ".github/workflows/hyperforge_smart_workflow.yaml"
-            - ".github/workflows/hyperforge_agent_package_workflow.yaml"
-
-concurrency:
-    group: ${{ github.workflow }}-${{ github.event.pull_request.number || github.sha }}
-    cancel-in-progress: true
-
-permissions:
-    contents: read
-
-jobs:
-    test:
-        name: Test agents/smart
-        runs-on: ubuntu-24.04
-
-        steps:
-            - name: Checkout repository
-              uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
-              with:
-                  persist-credentials: false
-
-            - name: Install uv
-              uses: astral-sh/setup-uv@08807647e7069bb48b6ef5acd8ec9567f424441b # v8.1.0
-              with:
-                  enable-cache: false
-                  python-version: "3.12"
-
-            - name: Install package dependencies with uv
-              run: uv sync --group dev
-
-            - name: Lint
-              working-directory: agents/smart
-              run: make lint
-
-            - name: Run tests
-              working-directory: agents/smart
-              run: make test
-
-    build_wheels:
-        name: Build wheels
-        runs-on: ubuntu-24.04
-        if: github.event_name == 'push'
-        needs:
-            - test
-        permissions:
-            contents: read
-            id-token: write
-        steps:
-            - uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
-              with:
-                  persist-credentials: false
-
-            - name: Install uv
-              uses: astral-sh/setup-uv@08807647e7069bb48b6ef5acd8ec9567f424441b # v8.1.0
-              with:
-                  enable-cache: false
-                  python-version: "3.12"
-
-            - name: Set dependency versions in requirements
-              run: |
-                  python bump.py --package=${INPUTS_PACKAGE} --build=${{ github.run_number }}
-              env:
-                  INPUTS_PACKAGE: agents/smart
-
-            - name: Build wheels
-              run: uv build ./${INPUTS_PACKAGE}
-              env:
-                  INPUTS_PACKAGE: agents/smart
-
-            - name: Publish package to PyPI
-              uses: pypa/gh-action-pypi-publish@cef221092ed1bacb1cc03d23a2d87d1d172e277b # v1.14.0
diff --git a/.github/workflows/hyperforge_static_string_workflow.yaml b/.github/workflows/hyperforge_static_string_workflow.yaml
deleted file mode 100644
index f78d4dbf..00000000
--- a/.github/workflows/hyperforge_static_string_workflow.yaml
+++ /dev/null
@@ -1,90 +0,0 @@
-name: Static String Agents Tests
-
-on:
-    push:
-        branches:
-            - main
-            - dev
-        paths:
-            - "agents/static_string/**"
-            - "hyperforge.mk"
-            - ".github/workflows/hyperforge_static_string_workflow.yaml"
-            - ".github/workflows/hyperforge_agent_package_workflow.yaml"
-    pull_request:
-        branches:
-            - main
-            - dev
-        paths:
-            - "agents/static_string/**"
-            - "hyperforge.mk"
-            - ".github/workflows/hyperforge_static_string_workflow.yaml"
-            - ".github/workflows/hyperforge_agent_package_workflow.yaml"
-
-concurrency:
-    group: ${{ github.workflow }}-${{ github.event.pull_request.number || github.sha }}
-    cancel-in-progress: true
-
-permissions:
-    contents: read
-
-jobs:
-    test:
-        name: Test agents/static_string
-        runs-on: ubuntu-24.04
-
-        steps:
-            - name: Checkout repository
-              uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
-              with:
-                  persist-credentials: false
-
-            - name: Install uv
-              uses: astral-sh/setup-uv@08807647e7069bb48b6ef5acd8ec9567f424441b # v8.1.0
-              with:
-                  enable-cache: false
-                  python-version: "3.12"
-
-            - name: Install package dependencies with uv
-              run: uv sync --group dev
-
-            - name: Lint
-              working-directory: agents/static_string
-              run: make lint
-
-            - name: Run tests
-              working-directory: agents/static_string
-              run: make test
-
-    build_wheels:
-        name: Build wheels
-        runs-on: ubuntu-24.04
-        if: github.event_name == 'push'
-        needs:
-            - test
-        permissions:
-            contents: read
-            id-token: write
-        steps:
-            - uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
-              with:
-                  persist-credentials: false
-
-            - name: Install uv
-              uses: astral-sh/setup-uv@08807647e7069bb48b6ef5acd8ec9567f424441b # v8.1.0
-              with:
-                  enable-cache: false
-                  python-version: "3.12"
-
-            - name: Set dependency versions in requirements
-              run: |
-                  python bump.py --package=${INPUTS_PACKAGE} --build=${{ github.run_number }}
-              env:
-                  INPUTS_PACKAGE: agents/static_string
-
-            - name: Build wheels
-              run: uv build ./${INPUTS_PACKAGE}
-              env:
-                  INPUTS_PACKAGE: agents/static_string
-
-            - name: Publish package to PyPI
-              uses: pypa/gh-action-pypi-publish@cef221092ed1bacb1cc03d23a2d87d1d172e277b # v1.14.0
diff --git a/.github/workflows/hyperforge_static_workflow.yaml b/.github/workflows/hyperforge_static_workflow.yaml
deleted file mode 100644
index 3b3360ad..00000000
--- a/.github/workflows/hyperforge_static_workflow.yaml
+++ /dev/null
@@ -1,90 +0,0 @@
-name: Static Agents Tests
-
-on:
-    push:
-        branches:
-            - main
-            - dev
-        paths:
-            - "agents/static/**"
-            - "hyperforge.mk"
-            - ".github/workflows/hyperforge_static_workflow.yaml"
-            - ".github/workflows/hyperforge_agent_package_workflow.yaml"
-    pull_request:
-        branches:
-            - main
-            - dev
-        paths:
-            - "agents/static/**"
-            - "hyperforge.mk"
-            - ".github/workflows/hyperforge_static_workflow.yaml"
-            - ".github/workflows/hyperforge_agent_package_workflow.yaml"
-
-concurrency:
-    group: ${{ github.workflow }}-${{ github.event.pull_request.number || github.sha }}
-    cancel-in-progress: true
-
-permissions:
-    contents: read
-
-jobs:
-    test:
-        name: Test agents/static
-        runs-on: ubuntu-24.04
-
-        steps:
-            - name: Checkout repository
-              uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
-              with:
-                  persist-credentials: false
-
-            - name: Install uv
-              uses: astral-sh/setup-uv@08807647e7069bb48b6ef5acd8ec9567f424441b # v8.1.0
-              with:
-                  enable-cache: false
-                  python-version: "3.12"
-
-            - name: Install package dependencies with uv
-              run: uv sync --group dev
-
-            - name: Lint
-              working-directory: agents/static
-              run: make lint
-
-            - name: Run tests
-              working-directory: agents/static
-              run: make test
-
-    build_wheels:
-        name: Build wheels
-        runs-on: ubuntu-24.04
-        if: github.event_name == 'push'
-        needs:
-            - test
-        permissions:
-            contents: read
-            id-token: write
-        steps:
-            - uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
-              with:
-                  persist-credentials: false
-
-            - name: Install uv
-              uses: astral-sh/setup-uv@08807647e7069bb48b6ef5acd8ec9567f424441b # v8.1.0
-              with:
-                  enable-cache: false
-                  python-version: "3.12"
-
-            - name: Set dependency versions in requirements
-              run: |
-                  python bump.py --package=${INPUTS_PACKAGE} --build=${{ github.run_number }}
-              env:
-                  INPUTS_PACKAGE: agents/static
-
-            - name: Build wheels
-              run: uv build ./${INPUTS_PACKAGE}
-              env:
-                  INPUTS_PACKAGE: agents/static
-
-            - name: Publish package to PyPI
-              uses: pypa/gh-action-pypi-publish@cef221092ed1bacb1cc03d23a2d87d1d172e277b # v1.14.0
diff --git a/.github/workflows/hyperforge_summarize_workflow.yaml b/.github/workflows/hyperforge_summarize_workflow.yaml
deleted file mode 100644
index 25e4472c..00000000
--- a/.github/workflows/hyperforge_summarize_workflow.yaml
+++ /dev/null
@@ -1,90 +0,0 @@
-name: Summarize Agents Tests
-
-on:
-    push:
-        branches:
-            - main
-            - dev
-        paths:
-            - "agents/summarize/**"
-            - "hyperforge.mk"
-            - ".github/workflows/hyperforge_summarize_workflow.yaml"
-            - ".github/workflows/hyperforge_agent_package_workflow.yaml"
-    pull_request:
-        branches:
-            - main
-            - dev
-        paths:
-            - "agents/summarize/**"
-            - "hyperforge.mk"
-            - ".github/workflows/hyperforge_summarize_workflow.yaml"
-            - ".github/workflows/hyperforge_agent_package_workflow.yaml"
-
-concurrency:
-    group: ${{ github.workflow }}-${{ github.event.pull_request.number || github.sha }}
-    cancel-in-progress: true
-
-permissions:
-    contents: read
-
-jobs:
-    test:
-        name: Test agents/summarize
-        runs-on: ubuntu-24.04
-
-        steps:
-            - name: Checkout repository
-              uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
-              with:
-                  persist-credentials: false
-
-            - name: Install uv
-              uses: astral-sh/setup-uv@08807647e7069bb48b6ef5acd8ec9567f424441b # v8.1.0
-              with:
-                  enable-cache: false
-                  python-version: "3.12"
-
-            - name: Install package dependencies with uv
-              run: uv sync --group dev
-
-            - name: Lint
-              working-directory: agents/summarize
-              run: make lint
-
-            - name: Run tests
-              working-directory: agents/summarize
-              run: make test
-
-    build_wheels:
-        name: Build wheels
-        runs-on: ubuntu-24.04
-        if: github.event_name == 'push'
-        needs:
-            - test
-        permissions:
-            contents: read
-            id-token: write
-        steps:
-            - uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
-              with:
-                  persist-credentials: false
-
-            - name: Install uv
-              uses: astral-sh/setup-uv@08807647e7069bb48b6ef5acd8ec9567f424441b # v8.1.0
-              with:
-                  enable-cache: false
-                  python-version: "3.12"
-
-            - name: Set dependency versions in requirements
-              run: |
-                  python bump.py --package=${INPUTS_PACKAGE} --build=${{ github.run_number }}
-              env:
-                  INPUTS_PACKAGE: agents/summarize
-
-            - name: Build wheels
-              run: uv build ./${INPUTS_PACKAGE}
-              env:
-                  INPUTS_PACKAGE: agents/summarize
-
-            - name: Publish package to PyPI
-              uses: pypa/gh-action-pypi-publish@cef221092ed1bacb1cc03d23a2d87d1d172e277b # v1.14.0
diff --git a/.github/workflows/hyperforge_workflow.yaml b/.github/workflows/hyperforge_workflow.yaml
deleted file mode 100644
index ed569306..00000000
--- a/.github/workflows/hyperforge_workflow.yaml
+++ /dev/null
@@ -1,168 +0,0 @@
-name: Hyperforge Main Agents Tests
-
-on:
-  push:
-    branches:
-      - main
-      - dev
-    paths:
-      - "hyperforge/**"
-      - "hyperforge.mk"
-      - ".github/workflows/hyperforge_workflow.yaml"
-      - ".github/workflows/hyperforge_agent_package_workflow.yaml"
-  pull_request:
-    branches:
-      - main
-      - dev
-    paths:
-      - "hyperforge/**"
-      - "hyperforge.mk"
-      - ".github/workflows/hyperforge_workflow.yaml"
-      - ".github/workflows/hyperforge_agent_package_workflow.yaml"
-
-concurrency:
-  group: ${{ github.workflow }}-${{ github.event.pull_request.number || github.sha }}
-  cancel-in-progress: true
-
-permissions:
-  contents: read
-
-jobs:
-  test:
-    name: Test hyperforge
-    runs-on: ubuntu-24.04
-
-    steps:
-      - name: Checkout repository
-        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
-        with:
-          persist-credentials: false
-
-      - name: Install uv
-        uses: astral-sh/setup-uv@08807647e7069bb48b6ef5acd8ec9567f424441b # v8.1.0
-        with:
-          enable-cache: false
-          python-version: "3.12"
-
-      - name: Install package dependencies with uv
-        run: uv sync --group dev
-
-      - name: Lint
-        working-directory: hyperforge
-        run: make lint
-
-      - name: Run tests
-        working-directory: hyperforge
-        run: make test
-        env: # Or as an environment variable
-          NUA_KEY: ${{ secrets.NUA_KEY }}
-
-  build_wheels:
-    name: Build wheels
-    runs-on: ubuntu-24.04
-    if: github.event_name == 'push'
-    needs:
-      - test
-    permissions:
-      contents: read
-      id-token: write
-    steps:
-      - uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
-        with:
-          persist-credentials: false
-
-      - name: Install uv
-        uses: astral-sh/setup-uv@08807647e7069bb48b6ef5acd8ec9567f424441b # v8.1.0
-        with:
-          enable-cache: false
-          python-version: "3.12"
-
-      - name: Setup env
-        run: |
-          uv tool install twine
-
-      - name: Set dependency versions in requirements
-        run: |
-          python bump.py --package=${INPUTS_PACKAGE} --build=${{ github.run_number }}
-        env:
-          INPUTS_PACKAGE: hyperforge
-
-      - name: Install package
-        run: |
-          uv sync
-
-      - name: Build wheels
-        run: uv build ./${INPUTS_PACKAGE}
-        env:
-          INPUTS_PACKAGE: hyperforge
-
-      - name: Publish package to PyPI
-        uses: pypa/gh-action-pypi-publish@cef221092ed1bacb1cc03d23a2d87d1d172e277b # v1.14.0
-
-  build_and_push_docker_image:
-    name: Build and push Docker image
-    runs-on: ubuntu-24.04
-    if: github.event_name == 'push'
-    needs:
-      - build_wheels
-    permissions:
-      contents: read
-      packages: write
-    steps:
-      - name: Checkout repository
-        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
-        with:
-          persist-credentials: false
-
-      - name: Log in to GitHub Container Registry
-        env:
-          GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
-          GITHUB_ACTOR: ${{ github.actor }}
-        run: echo "$GITHUB_TOKEN" | docker login ghcr.io -u "$GITHUB_ACTOR" --password-stdin
-
-      - name: Build Docker image
-        env:
-          REPOSITORY_OWNER: ${{ github.repository_owner }}
-          IMAGE_SHA_TAG: ${{ github.sha }}
-          IMAGE_REF_TAG: ${{ github.ref_name }}
-        run: docker build -f HYPERFORGE.Dockerfile -t "ghcr.io/$REPOSITORY_OWNER/hyperforge:$IMAGE_SHA_TAG" -t "ghcr.io/$REPOSITORY_OWNER/hyperforge:$IMAGE_REF_TAG" .
-
-      - name: Push Docker image
-        env:
-          REPOSITORY_OWNER: ${{ github.repository_owner }}
-          IMAGE_SHA_TAG: ${{ github.sha }}
-          IMAGE_REF_TAG: ${{ github.ref_name }}
-        run: |
-          docker push "ghcr.io/$REPOSITORY_OWNER/hyperforge:$IMAGE_SHA_TAG"
-          docker push "ghcr.io/$REPOSITORY_OWNER/hyperforge:$IMAGE_REF_TAG"
-
-  notify-teams-fail:
-    name: Notify Teams on failure
-    needs:
-      - test
-      - build_wheels
-      - build_and_push_docker_image
-    if: (failure() || cancelled()) && github.event_name == 'push'
-    runs-on: ubuntu-24.04
-    steps:
-      - name: Send Teams notification
-        env:
-          REF_NAME: ${{ github.ref_name }}
-          RUN_NUMBER: ${{ github.run_number }}
-          RUN_URL: ${{ github.server_url }}/${{ github.repository }}/actions/runs/${{ github.run_id }}
-          COMMIT_SHA: ${{ github.sha }}
-          TEAMS_WEBHOOK_URL: ${{ secrets.TEAMS_WEBHOOK_URL }}
-        run: |
-          curl -s -o /dev/null -w "%{http_code}" \
-            -H "Content-Type: application/json" \
-            -d "{
-              \"@type\": \"MessageCard\",
-              \"@context\": \"http://schema.org/extensions\",
-              \"themeColor\": \"FF0000\",
-              \"summary\": \"Hyperforge CI failed\",
-              \"sections\": [{
-                \"activityTitle\": \"**Hyperforge CI failed on \`${REF_NAME}\`**\",
-                \"activityText\": \"Run [#${RUN_NUMBER}](${RUN_URL}) failed for commit \`${COMMIT_SHA}\`.\"
-              }]
-            }" \
-            "$TEAMS_WEBHOOK_URL"
diff --git a/.github/workflows/package-tests.yaml b/.github/workflows/package-tests.yaml
new file mode 100644
index 00000000..ca472e4c
--- /dev/null
+++ b/.github/workflows/package-tests.yaml
@@ -0,0 +1,219 @@
+name: Package Tests
+
+on:
+  push:
+    branches: [main]
+  pull_request:
+    branches: [main, dev]
+  workflow_dispatch:
+
+concurrency:
+  group: ${{ github.workflow }}-${{ github.event.pull_request.number || github.sha }}
+  cancel-in-progress: true
+
+permissions:
+  contents: read
+
+jobs:
+  changes:
+    name: Detect changed packages
+    runs-on: ubuntu-24.04
+    outputs:
+      packages: ${{ steps.packages.outputs.packages }}
+    steps:
+      - uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
+        with:
+          fetch-depth: ${{ github.event_name == 'pull_request' && 1 || 0 }}
+          persist-credentials: false
+
+      - id: changed-files
+        uses: tj-actions/changed-files@24d32ffd492484c1d75e0c0b894501ddb9d30d62 # v47.0.0
+        with:
+          matrix: true
+
+      - name: Install uv
+        uses: astral-sh/setup-uv@08807647e7069bb48b6ef5acd8ec9567f424441b # v8.1.0
+        with:
+          enable-cache: false
+          python-version: "3.12"
+
+      - id: packages
+        shell: bash
+        env:
+          CHANGED_FILES: ${{ steps.changed-files.outputs.all_modified_files }}
+        run: |
+          packages="$(uv run --with pyyaml python <<'PYTHON'
+          import json
+          import os
+
+          import yaml
+
+          with open(".github/packages.yaml") as manifest:
+              config = yaml.safe_load(manifest)
+
+          changed = json.loads(os.environ["CHANGED_FILES"])
+          shared_changed = any(
+              path.startswith(entry) if entry.endswith("/") else path == entry
+              for path in changed
+              for entry in config["shared"]
+          )
+          selected = config["packages"] if shared_changed else [
+              package
+              for package in config["packages"]
+              if any(path.startswith(f"{package}/") for path in changed)
+          ]
+          print(json.dumps(selected, separators=(",", ":")))
+          PYTHON
+          )"
+          echo "packages=$packages" >> "$GITHUB_OUTPUT"
+
+  test:
+    name: Test
+    if: needs.changes.outputs.packages != '[]'
+    needs: changes
+    runs-on: ubuntu-24.04
+    permissions:
+      contents: read
+    strategy:
+      fail-fast: false
+      matrix:
+        package: ${{ fromJSON(needs.changes.outputs.packages) }}
+    steps:
+      - uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
+        with:
+          persist-credentials: false
+
+      - name: Install uv
+        uses: astral-sh/setup-uv@08807647e7069bb48b6ef5acd8ec9567f424441b # v8.1.0
+        with:
+          enable-cache: false
+          python-version: "3.12"
+
+      - name: Install package dependencies with uv
+        run: uv sync --group dev
+
+      - name: Lint
+        working-directory: ${{ matrix.package }}
+        run: make lint
+
+      - name: Run tests
+        working-directory: ${{ matrix.package }}
+        run: make test
+
+  publish:
+    name: Publish
+    if: github.event_name == 'push' && needs.changes.outputs.packages != '[]'
+    needs: [changes, test]
+    runs-on: ubuntu-24.04
+    permissions:
+      contents: read
+      id-token: write
+    strategy:
+      fail-fast: false
+      matrix:
+        package: ${{ fromJSON(needs.changes.outputs.packages) }}
+    steps:
+      - uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
+        with:
+          persist-credentials: false
+
+      - name: Install uv
+        uses: astral-sh/setup-uv@08807647e7069bb48b6ef5acd8ec9567f424441b # v8.1.0
+        with:
+          enable-cache: false
+          python-version: "3.12"
+
+      - name: Set dependency versions in requirements
+        env:
+          PACKAGE: ${{ matrix.package }}
+        run: python bump.py --package="$PACKAGE" --build="${{ github.run_number }}"
+
+      - name: Build wheels
+        env:
+          PACKAGE: ${{ matrix.package }}
+        run: uv build "$PACKAGE"
+
+      - name: Publish package to PyPI
+        uses: pypa/gh-action-pypi-publish@cef221092ed1bacb1cc03d23a2d87d1d172e277b # v1.14.0
+
+  docker:
+    name: Build and push image
+    if: always() && github.event_name == 'push' && contains(fromJSON(needs.changes.outputs.packages), 'hyperforge') && needs.test.result == 'success' && needs.publish.result == 'success'
+    needs: [changes, test, publish]
+    runs-on: ubuntu-24.04
+    permissions:
+      contents: read
+      packages: write
+    steps:
+      - uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
+        with:
+          persist-credentials: false
+
+      - name: Log in to GitHub Container Registry
+        env:
+          GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
+          GITHUB_ACTOR: ${{ github.actor }}
+        run: echo "$GITHUB_TOKEN" | docker login ghcr.io -u "$GITHUB_ACTOR" --password-stdin
+
+      - name: Build Docker image
+        env:
+          REPOSITORY_OWNER: ${{ github.repository_owner }}
+          IMAGE_SHA_TAG: ${{ github.sha }}
+          IMAGE_REF_TAG: ${{ github.ref_name }}
+        run: docker build -f HYPERFORGE.Dockerfile -t "ghcr.io/$REPOSITORY_OWNER/hyperforge:$IMAGE_SHA_TAG" -t "ghcr.io/$REPOSITORY_OWNER/hyperforge:$IMAGE_REF_TAG" .
+
+      - name: Push Docker image
+        env:
+          REPOSITORY_OWNER: ${{ github.repository_owner }}
+          IMAGE_SHA_TAG: ${{ github.sha }}
+          IMAGE_REF_TAG: ${{ github.ref_name }}
+        run: |
+          docker push "ghcr.io/$REPOSITORY_OWNER/hyperforge:$IMAGE_SHA_TAG"
+          docker push "ghcr.io/$REPOSITORY_OWNER/hyperforge:$IMAGE_REF_TAG"
+
+  package-tests:
+    name: Package tests
+    if: always()
+    needs: [changes, test]
+    runs-on: ubuntu-24.04
+    steps:
+      - name: Verify package tests
+        env:
+          CHANGES_RESULT: ${{ needs.changes.result }}
+          TEST_RESULT: ${{ needs.test.result }}
+        run: |
+          if [[ "$CHANGES_RESULT" != success ]]; then
+            exit 1
+          fi
+          if [[ "$TEST_RESULT" != success && "$TEST_RESULT" != skipped ]]; then
+            exit 1
+          fi
+          echo "All selected package tests completed successfully."
+
+  notify-teams-fail:
+    name: Notify Teams on failure
+    needs: [changes, test, publish, docker, package-tests]
+    if: failure() && github.event_name == 'push'
+    runs-on: ubuntu-24.04
+    steps:
+      - name: Send Teams notification
+        env:
+          REF_NAME: ${{ github.ref_name }}
+          RUN_NUMBER: ${{ github.run_number }}
+          RUN_URL: ${{ github.server_url }}/${{ github.repository }}/actions/runs/${{ github.run_id }}
+          COMMIT_SHA: ${{ github.sha }}
+          TEAMS_WEBHOOK_URL: ${{ secrets.TEAMS_WEBHOOK_URL }}
+        run: |
+          curl -s -o /dev/null -w "%{http_code}" \
+            -H "Content-Type: application/json" \
+            -d "{
+              \"@type\": \"MessageCard\",
+              \"@context\": \"http://schema.org/extensions\",
+              \"themeColor\": \"FF0000\",
+              \"summary\": \"Package CI failed\",
+              \"sections\": [{
+                \"activityTitle\": \"**Package CI failed on \`${REF_NAME}\`**\",
+                \"activityText\": \"Run [#${RUN_NUMBER}](${RUN_URL}) failed for commit \`${COMMIT_SHA}\`.\"
+              }]
+            }" \
+            "$TEAMS_WEBHOOK_URL"
diff --git a/AGENTS.md b/AGENTS.md
new file mode 100644
index 00000000..112cb1b6
--- /dev/null
+++ b/AGENTS.md
@@ -0,0 +1,57 @@
+# AGENTS.md
+
+## Project Overview
+
+Hyperforge is a Python monorepo containing the core framework and first-party
+agent packages. Python 3.12 and `uv` are used for local development and package
+management.
+
+## Development
+
+- Run development commands from the relevant subproject directory, such as
+  `hyperforge/` or `agents/<name>/`, rather than from the repository root.
+- Install dependencies with `uv sync --group dev`.
+- Format changes with `make fmt`.
+- Run lint and type checks with `make lint`.
+- Run the subproject's tests with `make test`.
+- Keep changes focused and add or update tests for behavioral changes.
+
+### Tests And VCR Cassettes
+
+Many tests use VCR cassettes to replay previously recorded HTTP interactions.
+
+- `make test` runs tests with `--record-mode=none`. It replays existing
+  cassettes and does not record missing or changed interactions. Use this for
+  normal development and validation. CI also uses `--record-mode=none`, so
+  tests must not require an online connection. Tests that make external calls
+  must use VCR and commit the required cassettes.
+- `make record` runs tests with `--record-mode=rewrite`. It calls live external
+  services and rewrites cassettes, so use it only when adding or intentionally
+  updating recorded interactions. Supply the required credentials locally and
+  review generated cassette changes carefully to ensure they contain no
+  secrets or unstable data.
+- Both targets accept pytest arguments through `ARGS`, for example
+  `make test ARGS="tests/test_example.py -k test_name"`.
+
+## Creating A New Agent
+
+1. Use an existing package under `agents/` as the template for conventions and
+   create `agents/<name>/`.
+2. Add package metadata in `agents/<name>/pyproject.toml`, using the package name
+   `hyperforge_<name>` and a dependency on `hyperforge`.
+3. Implement the package under
+   `agents/<name>/src/hyperforge_<name>/`. Define an `AgentConfig`, register the
+   agent with `@agent`, and export the agent from `__init__.py`.
+4. Add `README.md`, `CHANGELOG.md`, `VERSION`, `Makefile`, and tests consistent
+   with neighboring agent packages.
+5. Register the package in the root `pyproject.toml`: add its dependency,
+   workspace member, and `[tool.uv.sources]` entry.
+6. Run `uv lock` so `uv.lock` includes the new workspace package.
+7. **Add `agents/<name>` to the `packages` list in `.github/packages.yaml`.**
+   This is required for CI change detection, testing, and publishing; creating
+   the package without this entry leaves it outside the package workflow.
+8. From `agents/<name>/`, run formatting, linting, and tests before submitting
+   the change.
+
+Do not add agent-specific secrets globally. If CI tests require credentials,
+scope them only to that package in `.github/workflows/package-tests.yaml`.