diff --git a/.github/ISSUE_TEMPLATE/bug_report.yml b/.github/ISSUE_TEMPLATE/bug_report.yml
new file mode 100644
index 0000000..a123255
--- /dev/null
+++ b/.github/ISSUE_TEMPLATE/bug_report.yml
@@ -0,0 +1,27 @@
+name: Bug report
+description: Report unexpected Evalon behavior.
+title: "bug: "
+labels: [bug]
+body:
+  - type: markdown
+    attributes:
+      value: "Remove secrets, API keys, and private trace data before submitting."
+  - type: textarea
+    id: behavior
+    attributes:
+      label: What happened?
+    validations:
+      required: true
+  - type: textarea
+    id: reproduce
+    attributes:
+      label: Minimal reproduction
+      description: Include code and commands needed to reproduce the problem.
+    validations:
+      required: true
+  - type: input
+    id: versions
+    attributes:
+      label: Evalon and Python versions
+    validations:
+      required: true
diff --git a/.github/ISSUE_TEMPLATE/feature_request.yml b/.github/ISSUE_TEMPLATE/feature_request.yml
new file mode 100644
index 0000000..b8d9b81
--- /dev/null
+++ b/.github/ISSUE_TEMPLATE/feature_request.yml
@@ -0,0 +1,18 @@
+name: Feature request
+description: Suggest an improvement to Evalon.
+title: "feat: "
+labels: [enhancement]
+body:
+  - type: textarea
+    id: problem
+    attributes:
+      label: Problem
+      description: What problem would this solve?
+    validations:
+      required: true
+  - type: textarea
+    id: proposal
+    attributes:
+      label: Proposed solution
+    validations:
+      required: true
diff --git a/.github/PULL_REQUEST_TEMPLATE.md b/.github/PULL_REQUEST_TEMPLATE.md
new file mode 100644
index 0000000..662b865
--- /dev/null
+++ b/.github/PULL_REQUEST_TEMPLATE.md
@@ -0,0 +1,10 @@
+## Summary
+
+Describe the change and its user-visible effect.
+
+## Verification
+
+- [ ] `uv run python -m compileall -q evalon`
+- [ ] `uv build`
+- [ ] Public documentation is updated when needed.
+- [ ] No credentials, local trace data, or build output is included.
diff --git a/.github/dependabot.yml b/.github/dependabot.yml
new file mode 100644
index 0000000..5605dfd
--- /dev/null
+++ b/.github/dependabot.yml
@@ -0,0 +1,10 @@
+version: 2
+updates:
+  - package-ecosystem: uv
+    directory: /
+    schedule:
+      interval: weekly
+  - package-ecosystem: github-actions
+    directory: /
+    schedule:
+      interval: weekly
diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
new file mode 100644
index 0000000..3ce6e89
--- /dev/null
+++ b/.github/workflows/ci.yml
@@ -0,0 +1,27 @@
+name: CI
+
+on:
+  pull_request:
+  push:
+    branches: [main]
+
+permissions:
+  contents: read
+
+jobs:
+  quality:
+    runs-on: ubuntu-latest
+    steps:
+      - uses: actions/checkout@v4
+      - uses: astral-sh/setup-uv@v5
+        with:
+          version: latest
+      - uses: actions/setup-python@v5
+        with:
+          python-version: "3.11"
+      - name: Install dependencies
+        run: uv sync --group dev
+      - name: Compile package
+        run: uv run python -m compileall -q evalon
+      - name: Build distribution
+        run: uv build
diff --git a/CODE_OF_CONDUCT.md b/CODE_OF_CONDUCT.md
new file mode 100644
index 0000000..44c7684
--- /dev/null
+++ b/CODE_OF_CONDUCT.md
@@ -0,0 +1,30 @@
+# Contributor Covenant Code of Conduct
+
+## Our pledge
+
+We pledge to make participation in our community a harassment-free experience
+for everyone, regardless of age, body size, disability, ethnicity, gender
+identity and expression, level of experience, education, socio-economic
+status, nationality, personal appearance, race, religion, or sexual identity
+and orientation.
+
+## Our standards
+
+Examples of behavior that contributes to a positive environment include
+demonstrating empathy and kindness, respecting differing opinions and
+experiences, giving and accepting constructive feedback, and taking
+responsibility for mistakes.
+
+Unacceptable behavior includes harassment, discriminatory language, personal
+attacks, publishing private information, or other conduct inappropriate in a
+professional setting.
+
+## Enforcement
+
+Report unacceptable behavior through the repository's private security
+advisory reporting flow. Project maintainers may remove, edit, or reject
+contributions and may temporarily or permanently ban contributors for behavior
+that violates this Code of Conduct.
+
+This Code of Conduct is adapted from the Contributor Covenant, version 2.1:
+https://www.contributor-covenant.org/version/2/1/code_of_conduct.html.
diff --git a/CONTRIBUTING.md b/CONTRIBUTING.md
new file mode 100644
index 0000000..1f83724
--- /dev/null
+++ b/CONTRIBUTING.md
@@ -0,0 +1,35 @@
+# Contributing to Evalon
+
+Thanks for contributing. For substantial changes, open an issue first so the
+problem and intended scope can be agreed before implementation begins.
+
+## Development setup
+
+Evalon requires Python 3.11 or later and uses uv.
+
+```bash
+git clone https://github.com/sidmanale643/evalon.git
+cd evalon
+uv sync --group dev
+```
+
+Before opening a pull request, run:
+
+```bash
+uv run python -m compileall -q evalon
+uv build
+```
+
+## Pull requests
+
+- Keep each pull request focused on one change.
+- Add or update user documentation when behavior changes.
+- Do not include credentials, local trace databases, build output, or generated
+  dependency directories.
+- Explain what you verified in the pull request description.
+
+## Reporting bugs
+
+Use the bug-report template and include a minimal reproduction, the Evalon and
+Python versions, and the command or code that failed. Remove secrets and
+private trace data before submitting an issue.
diff --git a/LICENSE b/LICENSE
new file mode 100644
index 0000000..e0038cc
--- /dev/null
+++ b/LICENSE
@@ -0,0 +1,21 @@
+MIT License
+
+Copyright (c) 2026 Evalon contributors
+
+Permission is hereby granted, free of charge, to any person obtaining a copy
+of this software and associated documentation files (the "Software"), to deal
+in the Software without restriction, including without limitation the rights
+to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+copies of the Software, and to permit persons to whom the Software is
+furnished to do so, subject to the following conditions:
+
+The above copyright notice and this permission notice shall be included in all
+copies or substantial portions of the Software.
+
+THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+SOFTWARE.
diff --git a/README.md b/README.md
index 82f7037..373e10b 100644
--- a/README.md
+++ b/README.md
@@ -1,9 +1,23 @@
 # Evalon
 
+[![CI](https://github.com/sidmanale643/evalon/actions/workflows/ci.yml/badge.svg)](https://github.com/sidmanale643/evalon/actions/workflows/ci.yml)
+[![License: MIT](https://img.shields.io/badge/License-MIT-yellow.svg)](LICENSE)
+
 Evalon adds local tracing, debugging, and evaluation to Python agents. Traces
 are stored in SQLite on your machine and can be inspected in the built-in
 terminal UI.
 
+## What is in this repository?
+
+```text
+evalon/       Python package: tracing, storage, provider wrappers, evals, and TUI
+docs/         Architecture and release documentation
+.github/      CI, issue forms, dependency updates, and pull-request template
+```
+
+Evalon is intentionally local-first. It records trace data to SQLite by
+default and does not require a hosted account or service.
+
 ## First trace
 
 Create a UV project and install Evalon:
@@ -165,3 +179,23 @@ The browser dashboard remains available when a web view is more convenient:
 ```bash
 uv run evalon-dashboard
 ```
+
+## Development
+
+Evalon supports Python 3.11 and later and uses [uv](https://docs.astral.sh/uv/).
+
+```bash
+git clone https://github.com/sidmanale643/evalon.git
+cd evalon
+uv sync --group dev
+uv run python -m compileall -q evalon
+uv build
+```
+
+See [CONTRIBUTING.md](CONTRIBUTING.md) for the contribution workflow,
+[docs/architecture.md](docs/architecture.md) for the data model, and
+[SECURITY.md](SECURITY.md) to report vulnerabilities privately.
+
+## License
+
+Evalon is released under the [MIT License](LICENSE).
diff --git a/SECURITY.md b/SECURITY.md
new file mode 100644
index 0000000..a3d3702
--- /dev/null
+++ b/SECURITY.md
@@ -0,0 +1,16 @@
+# Security policy
+
+## Supported versions
+
+Security fixes are applied to the latest version on the default branch.
+
+## Reporting a vulnerability
+
+Do not report suspected vulnerabilities in public issues. Use the repository's
+private security advisory reporting flow:
+
+https://github.com/sidmanale643/evalon/security/advisories/new
+
+Include a description of the issue, affected versions, reproduction steps, and
+any suggested mitigation. We will acknowledge reports within seven days and
+keep you informed while investigating.
diff --git a/docs/architecture.md b/docs/architecture.md
new file mode 100644
index 0000000..0f0a3d6
--- /dev/null
+++ b/docs/architecture.md
@@ -0,0 +1,46 @@
+# Evalon architecture
+
+Evalon is a local-first observability and evaluation library for Python agent
+applications. The public API is exposed from `evalon/__init__.py`; it creates
+and manages a process-local `EvalonClient`.
+
+## Trace model
+
+The local SQLite store uses this hierarchy:
+
+```text
+Session
+  Trace
+    Span
+      Event
+      Metric
+```
+
+- A session groups traces from one agent lifecycle.
+- A trace represents one observed agent run or explicit trace context.
+- A span represents a nested LLM, tool, or custom operation.
+- Events retain chronological detail, while metrics retain aggregate numeric
+  values such as latency, tokens, calls, errors, and cost.
+
+`contextvars` keeps active traces and sessions isolated across concurrent async
+work, so callers do not need to pass trace handles through their application.
+
+## Modules
+
+| Path | Responsibility |
+| --- | --- |
+| `evalon/client.py` | Client lifecycle, trace/session contexts, and query facade |
+| `evalon/trace.py` | Trace, span, event, metric, and session data models |
+| `evalon/storage.py` | SQLite persistence and JSONL compatibility storage |
+| `evalon/providers.py` | OpenAI, Anthropic, and OpenRouter instrumentation wrappers |
+| `evalon/tools.py` | Sync and async tool instrumentation |
+| `evalon/evals/` | Dataset-backed evaluation models, checks, and runners |
+| `evalon/tui/` | Local terminal trace inspector |
+
+## Storage and privacy
+
+`evalon.init()` writes to `~/.evalon/evalon-runs.sqlite` unless given an
+explicit output path or `EVALON_DB`. SQLite is the default storage format;
+`.jsonl` outputs are retained for compatibility. Trace inputs and outputs may
+contain sensitive application data, so do not commit local databases or paste
+private traces into public issues.
diff --git a/docs/releasing.md b/docs/releasing.md
new file mode 100644
index 0000000..ee9fb35
--- /dev/null
+++ b/docs/releasing.md
@@ -0,0 +1,13 @@
+# Releasing Evalon
+
+This repository uses a single Python package at the repository root.
+
+1. Update the version in `pyproject.toml`.
+2. Run `uv lock`, `uv run ruff check evalon`, and `uv build`.
+3. Review the contents of `dist/` and install the wheel in a clean environment
+   before publishing it.
+4. Create a GitHub release with concise user-facing notes and publish the
+   validated package through the selected package registry.
+
+Do not publish local SQLite files, `.env` files, or recordings that contain
+customer or provider data.
diff --git a/pyproject.toml b/pyproject.toml
index 29765a3..750bc74 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -4,6 +4,18 @@ version = "0.1.0"
 description = "Lightweight tracing and evaluation harness for Python agents"
 readme = "README.md"
 requires-python = ">=3.11"
+license = { text = "MIT" }
+authors = [{ name = "Evalon contributors" }]
+classifiers = [
+    "Development Status :: 3 - Alpha",
+    "Intended Audience :: Developers",
+    "License :: OSI Approved :: MIT License",
+    "Operating System :: OS Independent",
+    "Programming Language :: Python :: 3",
+    "Programming Language :: Python :: 3.11",
+    "Programming Language :: Python :: 3.12",
+    "Topic :: Software Development :: Debuggers",
+]
 dependencies = [
     "httpx>=0.27.0",
     "litellm>=1.91.0",
@@ -14,6 +26,11 @@ dependencies = [
     "textual>=5.0",
 ]
 
+[project.urls]
+Homepage = "https://github.com/sidmanale643/evalon"
+Repository = "https://github.com/sidmanale643/evalon"
+Issues = "https://github.com/sidmanale643/evalon/issues"
+
 [project.optional-dependencies]
 providers = [
     "anthropic>=0.40.0",
diff --git a/uv.lock b/uv.lock
index 72f40df..3b20d94 100644
--- a/uv.lock
+++ b/uv.lock
@@ -320,14 +320,15 @@ version = "0.1.0"
 source = { editable = "." }
 dependencies = [
     { name = "httpx" },
+    { name = "litellm" },
     { name = "pydantic" },
     { name = "python-dotenv" },
+    { name = "pyyaml" },
+    { name = "rich" },
+    { name = "textual" },
 ]
 
 [package.optional-dependencies]
-cost = [
-    { name = "litellm" },
-]
 providers = [
     { name = "anthropic" },
     { name = "openai" },
@@ -337,23 +338,28 @@ providers = [
 dev = [
     { name = "pytest" },
     { name = "pytest-asyncio" },
+    { name = "ruff" },
 ]
 
 [package.metadata]
 requires-dist = [
     { name = "anthropic", marker = "extra == 'providers'", specifier = ">=0.40.0" },
     { name = "httpx", specifier = ">=0.27.0" },
-    { name = "litellm", marker = "extra == 'cost'", specifier = ">=1.50.0" },
+    { name = "litellm", specifier = ">=1.91.0" },
     { name = "openai", marker = "extra == 'providers'", specifier = ">=1.0.0" },
     { name = "pydantic", specifier = ">=2.0.0" },
     { name = "python-dotenv", specifier = ">=1.0.0" },
+    { name = "pyyaml", specifier = ">=6.0" },
+    { name = "rich", specifier = ">=13.0.0" },
+    { name = "textual", specifier = ">=5.0" },
 ]
-provides-extras = ["providers", "cost"]
+provides-extras = ["providers"]
 
 [package.metadata.requires-dev]
 dev = [
     { name = "pytest", specifier = ">=8.0.0" },
     { name = "pytest-asyncio", specifier = ">=0.23.0" },
+    { name = "ruff", specifier = ">=0.16.0" },
 ]
 
 [[package]]
@@ -775,6 +781,18 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/41/45/1a4ed80516f02155c51f51e8cedb3c1902296743db0bbc66608a0db2814f/jsonschema_specifications-2025.9.1-py3-none-any.whl", hash = "sha256:98802fee3a11ee76ecaca44429fda8a41bff98b00a0f2838151b113f210cc6fe", size = 18437, upload-time = "2025-09-08T01:34:57.871Z" },
 ]
 
+[[package]]
+name = "linkify-it-py"
+version = "2.1.0"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "uc-micro-py" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/2e/c9/06ea13676ef354f0af6169587ae292d3e2406e212876a413bf9eece4eb23/linkify_it_py-2.1.0.tar.gz", hash = "sha256:43360231720999c10e9328dc3691160e27a718e280673d444c38d7d3aaa3b98b", size = 29158, upload-time = "2026-03-01T07:48:47.683Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/b4/de/88b3be5c31b22333b3ca2f6ff1de4e863d8fe45aaea7485f591970ec1d3e/linkify_it_py-2.1.0-py3-none-any.whl", hash = "sha256:0d252c1594ecba2ecedc444053db5d3a9b7ec1b0dd929c8f1d74dce89f86c05e", size = 19878, upload-time = "2026-03-01T07:48:46.098Z" },
+]
+
 [[package]]
 name = "litellm"
 version = "1.91.0"
@@ -798,6 +816,23 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/a4/15/81fc2d162513803fe08b359c2e2a98f7a33195034fb94b005e263e272c6b/litellm-1.91.0-py3-none-any.whl", hash = "sha256:c3eb52dd2c6a5779e9efd67350f3640f9055d9c05d4b572fc1dd01a217e562ad", size = 16669331, upload-time = "2026-07-04T19:18:25.203Z" },
 ]
 
+[[package]]
+name = "markdown-it-py"
+version = "4.2.0"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "mdurl" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/06/ff/7841249c247aa650a76b9ee4bbaeae59370dc8bfd2f6c01f3630c35eb134/markdown_it_py-4.2.0.tar.gz", hash = "sha256:04a21681d6fbb623de53f6f364d352309d4094dd4194040a10fd51833e418d49", size = 82454, upload-time = "2026-05-07T12:08:28.36Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/b3/81/4da04ced5a082363ecfa159c010d200ecbd959ae410c10c0264a38cac0f5/markdown_it_py-4.2.0-py3-none-any.whl", hash = "sha256:9f7ebbcd14fe59494226453aed97c1070d83f8d24b6fc3a3bcf9a38092641c4a", size = 91687, upload-time = "2026-05-07T12:08:27.182Z" },
+]
+
+[package.optional-dependencies]
+linkify = [
+    { name = "linkify-it-py" },
+]
+
 [[package]]
 name = "markupsafe"
 version = "3.0.3"
@@ -872,6 +907,27 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/70/bc/6f1c2f612465f5fa89b95bead1f44dcb607670fd42891d8fdcd5d039f4f4/markupsafe-3.0.3-cp314-cp314t-win_arm64.whl", hash = "sha256:32001d6a8fc98c8cb5c947787c5d08b0a50663d139f1305bac5885d98d9b40fa", size = 14146, upload-time = "2025-09-27T18:37:28.327Z" },
 ]
 
+[[package]]
+name = "mdit-py-plugins"
+version = "0.6.1"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "markdown-it-py" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/59/fc/f8d0863f8862f25602c0404d75568e89fb6b4109804645e5cdfb1be5cf56/mdit_py_plugins-0.6.1.tar.gz", hash = "sha256:a2bca0f039f39dbd35fb74ae1b5f998608c437463371f0ff7f49a19a17a114d0", size = 56114, upload-time = "2026-05-13T09:03:38.91Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/a5/69/6da5581c6a7fede7dc261bf4e67d6adca4196f176b43288b55b3db395b6e/mdit_py_plugins-0.6.1-py3-none-any.whl", hash = "sha256:214c82fb2ac524472ab6a5bcab1de80f73b50443e187f401bfd77efbc7c6481d", size = 66663, upload-time = "2026-05-13T09:03:37.76Z" },
+]
+
+[[package]]
+name = "mdurl"
+version = "0.1.2"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/d6/54/cfe61301667036ec958cb99bd3efefba235e65cdeb9c84d24a8293ba1d90/mdurl-0.1.2.tar.gz", hash = "sha256:bb413d29f5eea38f31dd4754dd7377d4465116fb207585f97bf925588687c1ba", size = 8729, upload-time = "2022-08-14T12:40:10.846Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/b3/38/89ba8ad64ae25be8de66a6d463314cf1eb366222074cfda9ee839c56a4b4/mdurl-0.1.2-py3-none-any.whl", hash = "sha256:84008a41e51615a49fc9966191ff91509e3c40b939176e643fd50a5c2196b8f8", size = 9979, upload-time = "2022-08-14T12:40:09.779Z" },
+]
+
 [[package]]
 name = "multidict"
 version = "6.7.1"
@@ -1017,6 +1073,15 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/df/b2/87e62e8c3e2f4b32e5fe99e0b86d576da1312593b39f47d8ceef365e95ed/packaging-26.2-py3-none-any.whl", hash = "sha256:5fc45236b9446107ff2415ce77c807cee2862cb6fac22b8a73826d0693b0980e", size = 100195, upload-time = "2026-04-24T20:15:22.081Z" },
 ]
 
+[[package]]
+name = "platformdirs"
+version = "4.11.0"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/78/9b/560e4be8e26f6fd133a03630a8df0c663b9e8d61b4ade152b72005aec83b/platformdirs-4.11.0.tar.gz", hash = "sha256:0555d18370482847566ffabcaa53ad7c6c1c29f195989ae1ed634a05f76ea1e0", size = 31953, upload-time = "2026-07-21T13:09:36.565Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/7d/68/d8d58938dfb1370b266a1a729e6d77a985be23689a0496498ee17b2cbf90/platformdirs-4.11.0-py3-none-any.whl", hash = "sha256:360ccded2b7fce0af0ff80cc8f5942a1c5d99b0e856033acb030bfc634709e74", size = 23247, upload-time = "2026-07-21T13:09:35.422Z" },
+]
+
 [[package]]
 name = "pluggy"
 version = "1.6.0"
@@ -1489,6 +1554,19 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/a0/f4/c67b0b3f1b9245e8d266f0f112c500d50e5b4e83cb6f3b71b6528104182a/requests-2.34.2-py3-none-any.whl", hash = "sha256:2a0d60c172f83ac6ab31e4554906c0f3b3588d37b5cb939b1c061f4907e278e0", size = 73075, upload-time = "2026-05-14T19:25:26.443Z" },
 ]
 
+[[package]]
+name = "rich"
+version = "15.0.0"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "markdown-it-py" },
+    { name = "pygments" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/c0/8f/0722ca900cc807c13a6a0c696dacf35430f72e0ec571c4275d2371fca3e9/rich-15.0.0.tar.gz", hash = "sha256:edd07a4824c6b40189fb7ac9bc4c52536e9780fbbfbddf6f1e2502c31b068c36", size = 230680, upload-time = "2026-04-12T08:24:00.75Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/82/3b/64d4899d73f91ba49a8c18a8ff3f0ea8f1c1d75481760df8c68ef5235bf5/rich-15.0.0-py3-none-any.whl", hash = "sha256:33bd4ef74232fb73fe9279a257718407f169c09b78a87ad3d296f548e27de0bb", size = 310654, upload-time = "2026-04-12T08:24:02.83Z" },
+]
+
 [[package]]
 name = "rpds-py"
 version = "2026.6.3"
@@ -1612,6 +1690,31 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/10/85/48f0abdcef5cce4e034c7a5b0ceeceba0b01bf0d942824f4bb720afe2dec/rpds_py-2026.6.3-pp311-pypy311_pp73-musllinux_1_2_x86_64.whl", hash = "sha256:8e65860d238379ed982fd9ba690579b5e95af2f4840f99c772816dbe573cb826", size = 586486, upload-time = "2026-06-30T07:17:51.141Z" },
 ]
 
+[[package]]
+name = "ruff"
+version = "0.16.0"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/4d/94/1e5e4967626faf12fa56999cd6222dff6992ceb086ad7945756baf70c7a7/ruff-0.16.0.tar.gz", hash = "sha256:e460aafd5495ec89efaa6ced2e4a9a581116451e1c88b9d37ef497e0f8e93982", size = 4790557, upload-time = "2026-07-23T19:11:30.981Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/4b/81/1c8818fee7ce1a04cd7d1b3172e0a8f8e4f1dc4feb7fc390e16daa8af323/ruff-0.16.0-py3-none-linux_armv6l.whl", hash = "sha256:e5115729eb08c585e5121978ba5d5b60caeae394ce21b9fb5e6cd33a1c6c9b1e", size = 10754633, upload-time = "2026-07-23T19:10:46.415Z" },
+    { url = "https://files.pythonhosted.org/packages/23/df/beaf59c09d68db84304d555f188b276a77132a5d5b0b67a5c762aa143628/ruff-0.16.0-py3-none-macosx_10_12_x86_64.whl", hash = "sha256:3c954b1d580bfa035b41654f7858cc7e71d5fc3ac5b723dd62bd9133830ed522", size = 10969164, upload-time = "2026-07-23T19:10:50.271Z" },
+    { url = "https://files.pythonhosted.org/packages/42/ce/741cd197496a1abbf51352710fd15ed995d2a2be87189c1da26a450d6e83/ruff-0.16.0-py3-none-macosx_11_0_arm64.whl", hash = "sha256:e01c21d10eb1b29f47b7454e1f4056db9a3f0260c646aa88457c610291db9f81", size = 10488846, upload-time = "2026-07-23T19:10:52.639Z" },
+    { url = "https://files.pythonhosted.org/packages/52/2a/a2db8e88cade358f5cdcb05674a917751074109315d014eb6352d9a893f7/ruff-0.16.0-py3-none-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:6e364e5ed22ed8dc05082fd78e35308618260907ac2d3c1d637b2e682415b6c9", size = 10889729, upload-time = "2026-07-23T19:10:54.89Z" },
+    { url = "https://files.pythonhosted.org/packages/42/65/62a771694ebd63029dc953e27dbad40e1588bd4860ff9fe881018fddaa49/ruff-0.16.0-py3-none-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:d327b8fc113a1d4421a04f3839d3752057c8dd1ee320223a6f3f52d04ada462a", size = 10568275, upload-time = "2026-07-23T19:10:56.993Z" },
+    { url = "https://files.pythonhosted.org/packages/3f/e2/ced249fe8af5f086c5c58cc21cc3356d50f32f7401c5df87050c999620a7/ruff-0.16.0-py3-none-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:a9b50c55e263103586b3dcf5f73d479eb8cb5fdb6098fec59a62891dab653717", size = 11385112, upload-time = "2026-07-23T19:10:59.615Z" },
+    { url = "https://files.pythonhosted.org/packages/87/0b/05154977a8fd69eeb6c103271f55403bfd8711f5c0f8ed07489d95a504e7/ruff-0.16.0-py3-none-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:0ff4a79ce3ec0172f3241943835de1c4cb4e2dcd07f0f8c2d02603dbbbee4b17", size = 12207008, upload-time = "2026-07-23T19:11:02.154Z" },
+    { url = "https://files.pythonhosted.org/packages/fb/29/98225831a3a1eab0e02f4acc6ca6559a98611dcc68b6965ff4b7234627c1/ruff-0.16.0-py3-none-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:e95c448fca1fb2a18372a9440926c5a6ee789639bb975c72e7ae6d0b04218ab4", size = 11650842, upload-time = "2026-07-23T19:11:04.557Z" },
+    { url = "https://files.pythonhosted.org/packages/91/66/6bd3cf90500653d55dc0ffc8507aa8300bd49d0214b2e8cb4d3fef2943ba/ruff-0.16.0-py3-none-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:4f11a8d11010301d0a398a2fdef67691feca7294da6aef55e2150e8fa2cd520b", size = 11400718, upload-time = "2026-07-23T19:11:09.233Z" },
+    { url = "https://files.pythonhosted.org/packages/8e/a2/a54eb4eae05d66364050a5d3b8a9c5ef88196531b3cbe7109d873f87f819/ruff-0.16.0-py3-none-manylinux_2_31_riscv64.whl", hash = "sha256:48044c678e9cb8698246c99b14aaccfa6601dea7379eb48a6f8f73f7a6d86cd0", size = 11426177, upload-time = "2026-07-23T19:11:11.994Z" },
+    { url = "https://files.pythonhosted.org/packages/1a/be/16e3eea4b2a478a496919f5e36f17c4559e54620bd3bbac5d6affa068006/ruff-0.16.0-py3-none-musllinux_1_2_aarch64.whl", hash = "sha256:7aa0959bad8eb8bef50340154fc9b58678dae31fa4293afa38b44b6e552c0213", size = 10856126, upload-time = "2026-07-23T19:11:14.221Z" },
+    { url = "https://files.pythonhosted.org/packages/a2/84/252eb8b868a16eec7257c14f504f77537e734b2d69c762e639e588e304a3/ruff-0.16.0-py3-none-musllinux_1_2_armv7l.whl", hash = "sha256:28ea2b7df8ebf7f9da6b7d47b230ab48f387c0a29be3b474c4d0740e197bb9af", size = 10571208, upload-time = "2026-07-23T19:11:16.378Z" },
+    { url = "https://files.pythonhosted.org/packages/21/09/817a482f542f7570cbb4554b26e896610c7114f539b1d9e2d2145bf6bef6/ruff-0.16.0-py3-none-musllinux_1_2_i686.whl", hash = "sha256:33a3dfac8c35f81498dea9181bccc2f4c4bc8f1521a1dd9406e77643e0f0fb09", size = 11063329, upload-time = "2026-07-23T19:11:19.173Z" },
+    { url = "https://files.pythonhosted.org/packages/2e/23/9403c180ca1cb9b1f7335f5c3e5305c09d49ea5b345196682a36028bde4a/ruff-0.16.0-py3-none-musllinux_1_2_x86_64.whl", hash = "sha256:a5237a0bda500d30d81b8e07a6973a5cbc772864cbf746ae2f4e8a2e01c9f4ed", size = 11489751, upload-time = "2026-07-23T19:11:21.74Z" },
+    { url = "https://files.pythonhosted.org/packages/b2/1d/1b2ef7bcde851c78d7f17f1cca13fd6dc695fc4b3d6197941e72cae5b132/ruff-0.16.0-py3-none-win32.whl", hash = "sha256:7fab76fa065c873f41ff744347c6e77bcc3dfec4bcc754dc26b63d23c0f7f5fb", size = 10785885, upload-time = "2026-07-23T19:11:23.947Z" },
+    { url = "https://files.pythonhosted.org/packages/b2/a3/d5e4ef7a56be3f928ffb90b94c25ba7d3cb9c7fe0736aeaaedf361770712/ruff-0.16.0-py3-none-win_amd64.whl", hash = "sha256:429c117f022bf481fabd9d551e7a3952b24c65e6ef44337ea09d90bebef14472", size = 11923141, upload-time = "2026-07-23T19:11:26.409Z" },
+    { url = "https://files.pythonhosted.org/packages/cb/9a/8415f2657cbe200f41a4531ccededf135505a92d4a012229121f885b26f9/ruff-0.16.0-py3-none-win_arm64.whl", hash = "sha256:14296fedcd2705c77ab8235439278bbb38f285cf7da5528b00b3e330c3d4872d", size = 11273407, upload-time = "2026-07-23T19:11:28.705Z" },
+]
+
 [[package]]
 name = "sniffio"
 version = "1.3.1"
@@ -1621,6 +1724,23 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/e9/44/75a9c9421471a6c4805dbf2356f7c181a29c1879239abab1ea2cc8f38b40/sniffio-1.3.1-py3-none-any.whl", hash = "sha256:2f6da418d1f1e0fddd844478f41680e794e6051915791a034ff65e5f100525a2", size = 10235, upload-time = "2024-02-25T23:20:01.196Z" },
 ]
 
+[[package]]
+name = "textual"
+version = "8.2.8"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "markdown-it-py", extra = ["linkify"] },
+    { name = "mdit-py-plugins" },
+    { name = "platformdirs" },
+    { name = "pygments" },
+    { name = "rich" },
+    { name = "typing-extensions" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/00/21/39a76b01bd5eea82a04baaca7580e105d8c59450df03998345bb2cfb307b/textual-8.2.8.tar.gz", hash = "sha256:3f106a9fbc73e39dd266c9712432087de78a6d644084c7c241d6a25c3169115b", size = 1860502, upload-time = "2026-06-30T06:51:24.495Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/fb/be/35261223d9416a0751cdff1c7b4a6f881387218a12d439fe22fefebc8c04/textual-8.2.8-py3-none-any.whl", hash = "sha256:267375fd402dc8d981457212efa71f0e3365fd17bba144ba9bb3ed7563cb374a", size = 731418, upload-time = "2026-06-30T06:51:26.364Z" },
+]
+
 [[package]]
 name = "tiktoken"
 version = "0.13.0"
@@ -1735,6 +1855,15 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/dc/9b/47798a6c91d8bdb567fe2698fe81e0c6b7cb7ef4d13da4114b41d239f65d/typing_inspection-0.4.2-py3-none-any.whl", hash = "sha256:4ed1cacbdc298c220f1bd249ed5287caa16f34d44ef4e9c3d0cbad5b521545e7", size = 14611, upload-time = "2025-10-01T02:14:40.154Z" },
 ]
 
+[[package]]
+name = "uc-micro-py"
+version = "2.0.0"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/78/67/9a363818028526e2d4579334460df777115bdec1bb77c08f9db88f6389f2/uc_micro_py-2.0.0.tar.gz", hash = "sha256:c53691e495c8db60e16ffc4861a35469b0ba0821fe409a8a7a0a71864d33a811", size = 6611, upload-time = "2026-03-01T06:31:27.526Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/61/73/d21edf5b204d1467e06500080a50f79d49ef2b997c79123a536d4a17d97c/uc_micro_py-2.0.0-py3-none-any.whl", hash = "sha256:3603a3859af53e5a39bc7677713c78ea6589ff188d70f4fee165db88e22b242c", size = 6383, upload-time = "2026-03-01T06:31:26.257Z" },
+]
+
 [[package]]
 name = "urllib3"
 version = "2.7.0"