diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index 0e8361e..d8d83c6 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -67,8 +67,10 @@ jobs:
         pip install -e ".[dev]"
     - name: Run tests
       # -rs surfaces skipped tests (e.g. importorskip-guarded integration tests) in the log
-      # so a silently-skipping suite is visible rather than looking fully green.
-      run: python -m pytest -rs
+      # so a silently-skipping suite is visible rather than looking fully green. --cov prints
+      # a coverage summary for the package on every leg; there is deliberately no
+      # --cov-fail-under, so coverage is measured and visible but never gates the build.
+      run: python -m pytest -rs --cov=dprovenancekit --cov-report=term-missing:skip-covered
 
   # The default `test` job installs only `.[dev]` (which includes langchain-core, so the
   # LangChain integration tests run there). The OpenAI Agents, LlamaIndex, and CrewAI
diff --git a/CHANGELOG.md b/CHANGELOG.md
index 30a52c7..1c90fff 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -16,6 +16,10 @@ public API may still change between minor versions.
   `traced_run(context_id="...")` without an explicit store now owns and deterministically closes
   a SQLite store at `DPROV_DB` or `.dprovenance/traces.sqlite`, while the existing explicit-store
   and run-id/context CLI interfaces remain compatible.
+- **An `all` convenience extra.** `pip install dprovenancekit[all]` installs every framework
+  adapter (LangChain, OpenAI Agents, LlamaIndex, CrewAI, Google GenAI, FastAPI, Jupyter, MCP) in
+  one step. It requires Python ≥ 3.10 (three of those adapters declare that floor) and is heavy
+  (CrewAI pulls chromadb/onnxruntime); on 3.9, or for a lean install, pick the specific extras.
 
 ### Security
 
diff --git a/CONTRIBUTING.md b/CONTRIBUTING.md
index f9e8f9e..fa1b2ba 100644
--- a/CONTRIBUTING.md
+++ b/CONTRIBUTING.md
@@ -21,7 +21,7 @@ standard library. Framework adapters live behind optional extras (`.[langchain]`
 Run the same checks CI runs:
 
 ```bash
-python -m pytest -q          # full test suite (currently ~430 tests, a few seconds)
+python -m pytest -q          # full test suite (currently ~440 tests, a few seconds)
 python -m ruff check dprovenancekit/
 python -m mypy dprovenancekit/
 ```
diff --git a/README.md b/README.md
index e95cdab..48d4873 100644
--- a/README.md
+++ b/README.md
@@ -3,6 +3,8 @@
 [![CI](https://github.com/Therealdk8890/DProvenanceKitPython/actions/workflows/ci.yml/badge.svg)](https://github.com/Therealdk8890/DProvenanceKitPython/actions/workflows/ci.yml)
 [![PyPI](https://img.shields.io/pypi/v/dprovenancekit)](https://pypi.org/project/dprovenancekit/)
 [![PyPI Downloads](https://static.pepy.tech/personalized-badge/dprovenancekit?period=total&units=INTERNATIONAL_SYSTEM&left_color=BLACK&right_color=GREEN&left_text=downloads)](https://pepy.tech/projects/dprovenancekit)
+[![Python versions](https://img.shields.io/pypi/pyversions/dprovenancekit)](https://pypi.org/project/dprovenancekit/)
+[![License](https://img.shields.io/pypi/l/dprovenancekit)](LICENSE)
 [![Listed in the official OpenAI Agents SDK docs](https://img.shields.io/badge/OpenAI%20Agents%20SDK-listed%20in%20the%20official%20docs-412991)](https://github.com/openai/openai-agents-python/blob/main/docs/tracing.md#external-tracing-processors-list)
 
 **Your agent skipped its verification step. The final answer still looked right, so every eval and
@@ -574,8 +576,8 @@ application owns storage or needs a different backend.
 python -m pytest
 ```
 
-380+ tests. A default run (core plus whichever adapters you have installed) is ~380; CI's full
-matrix is higher. Coverage spans Swift-parity tests ported from the original suite, cross-language
+~440 tests in the suite. A default run (core plus whichever adapters you have installed) executes
+~380 and skips the rest; CI's full matrix runs them all. Coverage spans Swift-parity tests ported from the original suite, cross-language
 conformance checks against the frozen Trace Specification v1 vectors, per-adapter integration tests
 (LangChain, OpenAI Agents SDK, LlamaIndex, CrewAI), instrumentation-layer tests, regression-gate
 tests, facade and visualizer tests, ecosystem integration tests (FastAPI, Jupyter, MCP), and the
diff --git a/pyproject.toml b/pyproject.toml
index 0023f9f..1b9ffef 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -34,7 +34,7 @@ dependencies = []
 # silently skipping them. The CrewAI integration test needs `crewai`, which is heavy
 # (chromadb, onnxruntime, …) and requires Python >=3.10, so it is intentionally left out
 # of `dev` and runs only where crewai is installed (importorskip skips it otherwise).
-dev = ["pytest>=7.0", "fastapi", "httpx", "IPython", "pytest-asyncio", "langchain-core>=0.2"]
+dev = ["pytest>=7.0", "pytest-cov", "fastapi", "httpx", "IPython", "pytest-asyncio", "langchain-core>=0.2"]
 # Framework adapters. The core package stays pure standard library; these extras are only
 # needed to wire DProvenanceKit into the corresponding framework.
 langchain = ["langchain-core>=0.2"]
@@ -51,6 +51,20 @@ google-genai = ["google-genai"]
 fastapi = ["fastapi", "starlette"]
 jupyter = ["ipython"]
 mcp = ["mcp"]
+# Convenience aggregate: every framework adapter in one install. Requires Python >= 3.10
+# (openai-agents, llama-index, and crewai declare that floor) and is heavy (crewai pulls
+# chromadb/onnxruntime). On 3.9, or for a lean install, pick the specific extras above.
+all = [
+    "langchain-core>=0.2",
+    "openai-agents>=0.1",
+    "llama-index-core",
+    "crewai>=1.0.0",
+    "google-genai",
+    "fastapi",
+    "starlette",
+    "ipython",
+    "mcp",
+]
 
 [project.scripts]
 dprovenancekit = "dprovenancekit.cli:main"