The original Tiny Claw as your personal autonomous AI companion. 🐜
C-Rank Grade: B (Solid) - 40/100
External PR Merge Rate: 64%
Response Time: <1h
First Timer Success: -
warengonzaga/tinyclaw has a recorded first-timer success rate of 0.0%. Repositories ranked B typically provide actionable feedback during code reviews and actively nurture new community contributors.
Maintainers in warengonzaga/tinyclaw respond to incoming external pull requests in approximately 0.0 hours on average. Keeping PRs focused on single tasks and ensuring tests pass helps maintainers review faster.
The C-Rank™ system evaluates GitHub projects on a 0–100 scale using real data: PR merge rates, review turnaround time, active maintainer presence, and first-time contributor success. A score of 39.5 places warengonzaga/tinyclaw in the B tier.
The external contributor pull request merge rate for warengonzaga/tinyclaw is 63.6%, based on public PR activity from non-core contributors.
warengonzaga/tinyclaw currently has 3 active issue(s) tagged with beginner-friendly labels like "good first issue", "beginner", or "up-for-grabs".
The original Tiny Claw as your personal autonomous AI companion. 🐜
Active maintainer team in warengonzaga/tinyclaw welcoming community pull requests and bug fixes.
Average Response Latency
Tracks hours until a maintainer leaves a review, comment, or PR response.
External Acceptance Rate
Percentage of community pull requests successfully merged into main.
First PR Conversion
Rate at which developers submitting their first repository PR succeed.
Show contributors that your repository actively reviews and merges external pull requests.
[](https://getmerged.abhishekco.de/warengonzaga/tinyclaw?utm_source=github&utm_medium=badge)
Historical health & responsiveness evolution
External PR acceptance
First PR success rate
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90% receive response in
Maintainer review activity heatmap & prime window prediction
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Detected: UTC
Maintainers are most responsive around 16:00 UTC (16:00 UTC in your timezone). Recommended submission window is Monday - Wednesday from 15:00 to 19:00 UTC (15:00 - 19:00 UTC local).
Maintainer Strategy: Maintainer Sweet Spot: PRs under 150 lines merge in ~4 hours (80% approval). Large PRs (>500 lines) take ~0 hours (29% approval). Keep your diff compact for rapid review.
Overview Add a provider plugin to integrate Anthropic as a new LLM provider in Tiny Claw. This plugin should allow users to use Anthropic's Claude models in their conversational agents, expanding the range of available LLM backends. Requirements Implement a provider plugin following the existing contract (ProviderPlugin from @tinyclaw/types). The plugin should support chat functionality and availability checks. Expose pairing/unpairing tools for conversational setup. Follow secret/config conventions (e.g., provider.anthropic.apiKey, providers.anthropic.model). Ensure the plugin can be enabled/disabled in configuration. Provide documentation and example usage. Motivation Expands LLM provider options for Tiny Claw users. Allows routing complex queries through Anthropic/Claude if desired. Acceptance Criteria Plugin provider available for Anthropic Conversational pairing tools implemented Documentation updated Labels: enhancement, plugin, provider, feature
Overview Add a provider plugin to integrate xAI as a new LLM provider in Tiny Claw. This plugin will allow users to select xAI for their conversational agents, expanding Tiny Claw's LLM backend options. Requirements Implement a provider plugin following the existing contract (ProviderPlugin from @tinyclaw/types). The plugin should support chat functionality and availability checks. Expose pairing/unpairing tools for conversational setup. Follow secret/config conventions (e.g., provider.xai.apiKey, providers.xai.model). Ensure the plugin can be enabled/disabled in configuration. Provide documentation and example usage. Motivation Expands LLM provider options for Tiny Claw users. Allows routing complex queries through xAI if desired. Acceptance Criteria Plugin provider available for xAI Conversational pairing tools implemented Documentation updated Labels: enhancement, plugin, provider, feature
Problem: Docker is not working as expected. When running Docker, the CLI appears, but users cannot proceed with the setup. Steps to Reproduce: Run Docker for the project. Observe that the CLI opens, but setup cannot be completed as a user. Expected Behavior: Users should be able to configure the project via the Docker CLI setup. Proposed Solution: Add a special flag to the CLI specifically for Docker installation. Create/extend the setup flag to utilize the --web option to support Docker-specific installations. Notes: This improvement will enhance usability for users running the project in Docker environments and streamline setup procedures.
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When evaluating whether to contribute to warengonzaga/tinyclaw, response velocity and maintainer engagement are crucial. GetMerged continuously tracks pull request trajectories, first-comment latency, and code review rounds to help developers avoid submitting pull requests to backlogged repositories.
Currently, maintainers of warengonzaga/tinyclaw acknowledge new external contributions in approximately <1 hour. Out of all submitted pull requests from non-core authors in the last 180-day window, 63.6% were successfully merged into the primary branch.
warengonzaga/tinyclaw has a recorded first-timer success rate of 0.0%. Repositories ranked Solid typically provide actionable feedback during code reviews and actively nurture new community contributors.
The initial maintainer response time averages ~<1 hour. Keeping PRs scoped to single concerns and ensuring CI checks succeed will optimize review turnaround.
The C-Rank™ index scores repositories on a 0 to 100 scale using an objective formula: external PR merge rates, initial response speed, active maintainer count, and first-time contributor retention. A score of 39.5 places warengonzaga/tinyclaw in the Solid tier.
The external pull request merge rate is 63.6%. GetMerged isolates non-core community contributions so external developers get an accurate benchmark of PR acceptance probability.
Yes, warengonzaga/tinyclaw currently has 3 active issue(s) tagged with beginner-friendly labels. You can inspect these directly from the repository issues tab.
All metrics displayed for warengonzaga/tinyclaw are automatically retrieved via the public GitHub API and recalculated daily. Insider pull requests submitted by repository owners or organization members are excluded from merge rate calculations to preserve objective external contributor statistics.