AstrBot is a multi-platform chatbot and development framework designed to integrate with various large language models (LLMs) and messaging platforms like QQ, Telegram, and WeChat. Developed by the Soulter organization, it features a plugin system for extensibility and supports multimodal capabilities. The project is actively maintained with over 1,437 commits and a strong community following. The trajectory is positive, focusing on expanding platform compatibility and enhancing user experience.
| Timespan | Opened | Closed | Comments | Labeled | Milestones |
|---|---|---|---|---|---|
| 7 Days | 66 | 47 | 96 | 5 | 1 |
| 30 Days | 324 | 196 | 709 | 43 | 2 |
| 90 Days | 325 | 196 | 709 | 43 | 2 |
| All Time | 518 | 392 | - | - | - |
Like all software activity quantification, these numbers are imperfect but sometimes useful. Comments, Labels, and Milestones refer to those issues opened in the timespan in question.
| Developer | Avatar | Branches | PRs | Commits | Files | Changes |
|---|---|---|---|---|---|---|
| Soulter |  |
2 | 4/3/0 | 83 | 123 | 7778 |
| Alero |  |
1 | 0/1/0 | 7 | 7 | 295 |
| Rt39 |  |
1 | 1/1/0 | 3 | 6 | 243 |
| diudiu |  |
1 | 4/1/2 | 4 | 5 | 243 |
| Fridemn |  |
1 | 3/3/0 | 8 | 14 | 228 |
| Ikko Eltociear Ashimine |  |
1 | 1/1/0 | 1 | 1 | 170 |
| YuanxinLu |  |
1 | 1/1/0 | 1 | 1 | 41 |
| 渡鸦95676 |  |
1 | 3/3/0 | 4 | 3 | 38 |
| Cvandia |  |
1 | 2/1/1 | 1 | 3 | 24 |
| 邹永赫 (zouyonghe) | 0 | 1/0/1 | 0 | 0 | 0 | |
| None (lazyboy777) | 0 | 1/0/1 | 0 | 0 | 0 | |
| Xu Void (Nothingness-Void) | 0 | 0/1/0 | 0 | 0 | 0 |
PRs: created by that dev and opened/merged/closed-unmerged during the period
| Risk | Level (1-5) | Rationale |
|---|---|---|
| Delivery | 4 | The project faces significant delivery risks due to a growing backlog of unresolved issues, as evidenced by the net increase of 128 unresolved issues over the past 30 days. The presence of critical security vulnerabilities in PR #250, such as the use of weak cryptographic algorithms, further exacerbates these risks. Additionally, ongoing bugs like session memory issues (#630) and URL callback failures (#629) indicate persistent delivery challenges that need urgent attention. |
| Velocity | 3 | While there is a high level of commit activity, with Soulter leading with 83 commits and multiple developers contributing actively, the growing backlog of unresolved issues and the need to address critical security vulnerabilities could slow down the project's velocity. The volume of changes necessitates thorough testing and review processes to maintain momentum without compromising quality. |
| Dependency | 4 | The project shows significant dependency risks, particularly highlighted by the reliance on weak cryptographic algorithms (MD5 and ARC4) in PR #250. Additionally, the integration of multiple external APIs, such as Dify and Deepseek, poses risks if these dependencies are unstable or inadequately documented. The configuration file 'astrbot/core/config/default.py' further underscores these risks with its reliance on third-party services like OpenAI and Azure. |
| Team | 2 | The collaborative nature of the team, with contributions from multiple developers like Soulter, Raven95676, and diudiu62, suggests a supportive environment that mitigates risks related to burnout or conflict. However, the high volume of changes and active development could lead to coordination challenges if not managed properly. |
| Code Quality | 4 | Code quality is at risk due to the introduction of insecure cryptographic algorithms in PR #250 and the large volume of new code in PR #565 without comprehensive documentation or testing details. The complexity of command management in 'packages/astrbot/main.py' also poses risks if not carefully managed. |
| Technical Debt | 4 | The project is likely accumulating technical debt due to unresolved issues and security vulnerabilities that require immediate attention. The large volume of new code in PR #565 and ongoing bugs suggest potential long-term maintenance challenges if not addressed promptly. |
| Test Coverage | 3 | While there is a structured approach to testing seen in 'tests/test_pipeline.py', the lack of specific metrics or coverage reports leaves room for uncertainty regarding completeness. The recurring nature of some bugs suggests potential weaknesses in test coverage that need addressing. |
| Error Handling | 3 | Error handling appears minimal in key areas such as asynchronous operations in 'packages/astrbot/main.py', which could obscure specific issues and complicate debugging efforts. Issues like improper error message routing (#627) further highlight potential weaknesses that need improvement. |
Recent GitHub issue activity for the AstrBot project has been robust, with a variety of issues being reported and addressed. The issues range from bug reports to feature requests, indicating active engagement from both users and developers. Notably, there is a mix of technical problems, such as deployment errors and API integration challenges, alongside enhancement suggestions for improving user experience and functionality.
Several issues stand out due to their complexity or frequency. For instance, there are multiple reports related to integration with external APIs like Dify and Deepseek, which suggest ongoing challenges in maintaining seamless connectivity with these services. Additionally, issues concerning the configuration and persistence of settings, such as API keys being cleared unexpectedly (#508), highlight potential areas for improvement in user interface design and data handling.
A recurring theme is the desire for more granular control over bot behavior, such as the ability to manage individual conversation contexts or customize command responses. This is reflected in feature requests like #519 and #296, which seek to enhance user control over bot interactions.
These issues highlight ongoing challenges in maintaining compatibility across diverse platforms and ensuring reliable operation of advanced features like image processing and session management. The active resolution of these issues suggests a responsive development team committed to addressing user concerns promptly.
Security Concerns in Open PRs:
Unmerged PRs with Potential Impact:
Recent Bug Fixes and Enhancements:
Ongoing Development Efforts:
Overall, the project demonstrates active development with attention to both feature expansion and bug resolution. However, addressing security concerns in open pull requests should be prioritized to maintain system integrity.
Summary
Quantified Reports
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astrbot/core/config/default.pyStructure and Quality:
DEFAULT_CONFIG) to store configurations, which is a common and effective approach for managing settings.Potential Improvements:
astrbot/core/provider/manager.pyStructure and Quality:
ProviderManager is well-defined with methods to initialize, load, reload, and terminate providers.Potential Improvements:
load_provider uses Python 3.10's match-case statement. Ensure compatibility if the project supports older Python versions.initialize and load_provider into smaller functions to improve readability.astrbot/core/platform/sources/telegram/tg_event.pyStructure and Quality:
TelegramPlatformEvent that extends AstrMessageEvent, indicating good use of inheritance.send_with_client processes message chains and sends messages via Telegram's API.Potential Improvements:
dashboard/src/layouts/full/vertical-sidebar/VerticalSidebar.vueStructure and Quality:
<script setup>) effectively, which is modern and recommended for new Vue projects.Potential Improvements:
requirements.txtStructure and Quality:
Potential Improvements:
Overall, the source code files demonstrate good practices in terms of organization and functionality. However, there are opportunities for improvement in documentation, error handling, and code structure that can enhance maintainability and accessibility.
Soulter
Raven95676
diudiu62
Fridemn
Rt39
yuanxinlyx
Cvandia
AraragiEro
eltociear