Docs: add contributors section to README#493
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Note Other AI code review bot(s) detectedCodeRabbit has detected other AI code review bot(s) in this pull request and will avoid duplicating their findings in the review comments. This may lead to a less comprehensive review. 📝 WalkthroughSummary by CodeRabbit
✏️ Tip: You can customize this high-level summary in your review settings. WalkthroughREADME.md updated to add a Contributors section with a GitHub contributors badge and image, a License note referencing the Changes
Estimated code review effort🎯 1 (Trivial) | ⏱️ ~3 minutes Poem
Pre-merge checks and finishing touches✅ Passed checks (5 passed)
✨ Finishing touches🧪 Generate unit tests (beta)
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Summary of ChangesHello @Harshit28j, I'm Gemini Code Assist1! I'm currently reviewing this pull request and will post my feedback shortly. In the meantime, here's a summary to help you and other reviewers quickly get up to speed! This pull request enhances the project's Highlights
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Code Review
This pull request adds a 'Contributors' section to the README.md file, which dynamically displays contributor avatars using contrib.rocks. The change is a nice addition for recognizing community contributions. My review includes a suggestion to center the contributors' image to maintain visual consistency with other centered elements in the README.
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🧹 Nitpick comments (2)
README.md (2)
353-359: Consider more formal tone for "amazing people."The static analysis tool suggests using a more formal and expressive alternative to "amazing" for professional documentation. While not incorrect, consider using "talented," "dedicated," "generous," or simply "all contributors" for a slightly more formal tone that aligns with the rest of the README's professional voice.
Suggested alternatives
-Thanks to all the amazing people who have contributed to AgenticFleet! 💜 +Thanks to all the dedicated people who have contributed to AgenticFleet! 💜Or, for a more neutral/professional tone:
-Thanks to all the amazing people who have contributed to AgenticFleet! 💜 +Thanks to all the generous contributors who have made AgenticFleet better! 💜
353-380: Minor messaging overlap between Contributors and Acknowledgments sections.The new Contributors section ("Thanks to all the amazing people...") and the existing Acknowledgments section (line 380: "And to all our [contributors] who help make AgenticFleet better!") convey similar gratitude messages. This is not a blocker, but consider whether the intro text could be more distinctive—e.g., emphasizing the visual/badge aspect rather than duplicating the gratitude message.
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🧰 Additional context used
🪛 LanguageTool
README.md
[style] ~355-~355: Consider using a more formal and expressive alternative to ‘amazing’.
Context: ... ## 👥 Contributors Thanks to all the amazing people who have contributed to AgenticF...
(AWESOME)
🔍 Remote MCP DeepWiki
Additional Context for PR #493 Review
Repository Structure and Contribution Standards
The agentic-fleet repository maintains comprehensive contribution guidelines. The project requires:
- Code Style: Python code uses Ruff for linting with 100-character line length, sorted imports, and type hints for public functions
- Commit Conventions: Follows Conventional Commits (e.g.,
feat:,fix:,docs:) - Quality Checks: Contributors must run
make check(lint + type-check) andmake testbefore submission - Documentation Standards: Documentation should be concise, developer-focused, and follow existing styles with Markdownlint validation
This PR correctly follows the documentation update pattern with the docs: prefix in the branch name (docs/add-contributors-section).
Technical Details on contrib.rocks
contrib.rocks is an online tool that generates an image of the top contributors of a GitHub repository that can be embedded in any website or Markdown file, including its README file. Key characteristics:
- Dynamic Updates: The tool keeps contributor lists in sync without manual updates by generating a dynamic image URL
- Customization: Parameters can be added to the URL to customize the image (e.g., max contributor count and column layout)
- Integration Pattern: This is an established pattern for identifying contributions across communities and quantifying them through README.md badges
Community Standards Alignment
The project includes comprehensive community guidelines in its wiki (Section 13: Community and Contributing), including:
- Established CONTRIBUTING.md and README.md documentation
- Code of Conduct (Contributor Covenant) with enforcement contact:
contact@qredence.ai - Issue and PR templates for standardized submissions
This PR aligns well with the repository's existing contributor recognition approach and documentation standards.
🔇 Additional comments (1)
README.md (1)
353-359: LGTM — contrib.rocks integration is well-placed.The contrib.rocks badge is a solid choice for dynamic contributor visualization. The section placement between Contributing and License sections is logical and follows best practices for community-facing READMEs. No functional concerns.
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🧹 Nitpick comments (1)
README.md (1)
353-361: Consider adopting a more formal tone for consistency with the README's professional voice.Line 355 uses "amazing people," which is somewhat informal for a professional README. Consider alternatives like "talented," "dedicated," or "skilled" to maintain a more consistent, formal tone.
🔎 Proposed refinement
-Thanks to all the amazing people who have contributed to AgenticFleet! 💜 +Thanks to all the dedicated people who have contributed to AgenticFleet! 💜
📜 Review details
Configuration used: Organization UI
Review profile: CHILL
Plan: Pro
Disabled knowledge base sources:
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You can enable these sources in your CodeRabbit configuration.
📒 Files selected for processing (1)
README.md
🧰 Additional context used
🪛 LanguageTool
README.md
[style] ~355-~355: Consider using a more formal and expressive alternative to ‘amazing’.
Context: ... ## 👥 Contributors Thanks to all the amazing people who have contributed to AgenticF...
(AWESOME)
🔍 Remote MCP DeepWiki
Here is a concise summary of the relevant context for effectively reviewing PR #493 ("Docs: add contributors section to README") in the AgenticFleet repository:
Summary of Relevant Context for PR Review
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Repository Overview:
AgenticFleet is a sophisticated multi-agent orchestration system combining Microsoft Agent Framework for execution and DSPy for intelligent routing, analysis, and quality assessment. It has a configuration-driven architecture with YAML-based definitions of agents, tools, workflows, and event routing. -
PR Scope:
The pull request focuses exclusively on documentation updates by adding a "Contributors" section in the mainREADME.md, including GitHub contributors badges/images, and acknowledgments of contributor credits. It does not alter any functional code or public interfaces. -
Contribution and Style Standards:
The repository strictly enforces:- Python linting and formatting via Ruff (100 char max line length).
- Type checking via the Ty type checker.
- Pre-commit hooks running auto-formatting and linting.
- Comprehensive testing coverage and CI validation.
- Environment configuration via
.envfor secrets and feature flags. - Version-controlled YAML for runtime configuration including agents and tools.
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Documentation Conventions:
- All major functional additions or changes require documentation updates following project style.
- The
README.mdserves as a primary user-facing resource describing architecture, agents, tools, and usage. - Issues and PRs require linkage and clear description and documentation completeness.
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Workflow and Toolchain:
- The typical development involves using
uvfor Python dependency management, making contributions via GitHub pull requests. - The repo maintains rich CI/CD tooling including automated linting, type checking, testing, and security scanning.
- The contributor addition aligns with the GitHub community norm of recognizing contributions in README badges.
- The typical development involves using
Direct Takeaways for PR #493 Review
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Content-Only Change: No code changes or API impacts; limited to enriching project documentation with contributors.
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Adherence to Project Styles: The new README section aligns with the existing content style and format, utilizing the established Markdown styling and badge inclusion approaches.
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Community Recognition: Adding contributors badges is consistent with the project's community-building initiatives, reflected in the
CONTRIBUTORSsection and linking to recognized GitHub contributors. -
No Functional Impact: No effects on multi-agent orchestration, DSPy analysis, routing, or execution phases.
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Cross-Reference: The PR closes issue #492 for adding a contributor section, which is addressed correctly and cleanly.
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Verification Guidance: Usual README markdown linting and formatting rules apply; tests and automated checks do not consider this PR critical for execution or agent logic.
Citations
All summarized information was derived from the following sources:
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AgenticFleet repository documentation (DeepWiki read wiki contents): overview, architecture, agent system, tooling system, DSPy integration, configuration, testing, and development guides.
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Provided PR context AI summary and objectives.
🔇 Additional comments (1)
README.md (1)
357-361: Visual consistency achieved.The contributors image is correctly centered using
<p align="center">, which aligns well with other badge sections throughout the README. The contrib.rocks integration is properly configured for the repository, and the section is well-placed between Contributing and License sections.
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Actionable comments posted: 0
🧹 Nitpick comments (1)
README.md (1)
494-494: Consider a more formal tone for consistency with documentation standards.The phrase "Thanks to all the amazing people" uses casual language. Given the formal documentation tone of the README elsewhere, consider alternatives like "Special thanks to all contributors" or "We gratefully acknowledge the contributions of our community."
🔎 Alternative wording
-Thanks to all the amazing people who have contributed to AgenticFleet! 💜 +We gratefully acknowledge all community members who have contributed to AgenticFleet! 💜Or if maintaining a friendly tone is preferred:
-Thanks to all the amazing people who have contributed to AgenticFleet! 💜 +We thank everyone who has contributed to making AgenticFleet better! 💜Based on static analysis tools, the term "amazing" flagged as informal.
📜 Review details
Configuration used: Organization UI
Review profile: CHILL
Plan: Pro
Disabled knowledge base sources:
- Linear integration is disabled by default for public repositories
You can enable these sources in your CodeRabbit configuration.
📒 Files selected for processing (1)
README.md
🧰 Additional context used
🪛 LanguageTool
README.md
[style] ~494-~494: Consider using a more formal and expressive alternative to ‘amazing’.
Context: ... ## 👥 Contributors Thanks to all the amazing people who have contributed to AgenticF...
(AWESOME)
🔍 Remote MCP Context7, DeepWiki
Here is a concise summary of relevant context and concrete information to help you review the pull request that adds a contributors section to the README in the AgenticFleet project:
Project Overview and Architecture
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AgenticFleet is a sophisticated multi-agent orchestration system built on Microsoft Agent Framework combined with DSPy-powered intelligence. It uses a YAML-driven configuration for agents, tools, workflows, and event routing.
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The system organizes execution via a 5-phase pipeline: Analysis → Routing → Execution → Progress → Quality; simple queries use a fast-path.
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Agents are instantiated via an AgentFactory that resolves tools and prompts; tools include local implementations and MCP protocol-based integrations.
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The project uses Azure Cosmos DB (optional) or local JSONL files for data persistence (conversations, execution history, training examples).
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The frontend is a React 19 + Vite SPA using Zustand for state management, streaming via SSE and WebSocket for real-time updates.
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CI/CD includes strict linting (Ruff), type checking (Ty), pytest-based tests, security scanning with Bandit and CodeQL, and automated release workflows using GitHub Actions and GitHub Agentic Workflows (gh-aw) framework.
Documentation and Contribution Workflow
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The new pull request introduces a contributors section in README.md displaying GitHub contributors badge and image, along with a license note and acknowledgments.
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The repository uses issue and PR templates to guide contributions, with automated checks enforcing quality, style, and security.
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The development environment is managed via Makefile commands orchestrating Python environment setup (uv), frontend dependencies (npm), pre-commit hooks, and running tests.
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AgenticFleet employs continuous self-improvement via capturing execution history and feeding it to the GEPA optimizer to improve routing and quality assessment DSPy modules.
Relevant Files and Key Components Related to the PR
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README.mdis the primary user-facing documentation which the PR updates by adding contributors information. -
Configuration file
workflow_config.yamlgoverns project metadata, agent definitions, tools, and UI routing including badges or contributors displays. -
Documentation and contribution guidelines are maintained in
.github/directory including issue and PR templates. -
src/agentic_fleet/contains:-
agents/with AgentFactory and agent definitions. -
workflows/implementing the pipeline stages. -
dspy_modules/holding the DSPy intelligence modules. -
tools/for tool implementations including MCP tools. -
app/contains FastAPI backend with routes, middleware (including bridge middleware that captures executions for learning), session management, and event mapping.
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Frontend code under
src/frontend/supports UI display of contributors badges, chat and workflow visualization components.
Testing and Validation
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Tests are organized in
tests/directory for backend, with fixtures inconftest.pythat ensure hermetic testing by mocking external calls. -
Frontend uses Vitest with React Testing Library for UI components.
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CI pipelines automatically run lint, test, and security scans.
Summary
The PR enhances the README by adding dynamically generated contributors badges and acknowledgments consistent with project conventions.
Reviewers should verify:
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Correct addition and formatting of contributors sections.
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Adherence to project style guidelines and markdown formatting.
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No impact on functional code or workflow logic.
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Consistency with configuration-driven documentation conventions.
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Passing existing linting, type checking, and tests.
References for review and context:
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AgenticFleet project architecture and config [DeepWiki::read_wiki_contents]
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Workflow pipeline and DSPy integration [Context7::Context7_get-library-docs]
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Tool and agent system resolution [Context7::Context7_get-library-docs]
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Repository contribution and CI details [DeepWiki::read_wiki_contents]
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Frontend design and streaming UI [DeepWiki::read_wiki_contents]
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CI/CD and automated maintenance [DeepWiki::read_wiki_contents],
🔇 Additional comments (2)
README.md (2)
492-500: Contributors section well-integrated with proper styling and placement. ✓The new section is correctly positioned between Contributing and License, uses consistent
<p align="center">styling matching other badges (lines 3–14), and links to the GitHub contributors graph. The contrib.rocks URL format is standard and will dynamically display contributor avatars.
508-521: Acknowledgments section adds valuable context and attribution. ✓The structured acknowledgments table properly credits key dependencies (Microsoft Agent Framework, DSPy, Tavily, FastAPI, Pydantic, OpenTelemetry) with clear contribution descriptions. This aligns with best practices for recognizing open-source projects and supports the project's transparency.
closes #492
Description
Add a Contributors section to README.md that displays contributor avatars dynamically using contrib.rocks.
Type of Change
Related Issues
Fixes #492
Changes Made
## 👥 Contributorssection to README.mdChecklist