Astron Open Source · Bi-Weekly Report (Jul 27 – Aug 9, 2026)

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🌟 Highlights

Astron Agent climbed to # 4 on OSS Insight's three-month Java trending board, with 106 stars, 4 forks, 57 pushes, and 4 PRs in the snapshot. SkillHub ranked # 8, recording 46 stars, 19 forks, 92 pushes, and 4 PRs.
Three releases landed during the cycle: Astron Agent v1.1.1, SkillHub v0.2.15, and SkillHub v0.2.16.
The three core repositories merged 82 PRs: Astron Agent 24 · SkillHub 51 · Astron RPA 7.
Astron Agent expanded MCP interoperability and runtime resilience; SkillHub deepened its production deployment and governance capabilities.
HER Hack-Astron # 2 opened a ¥500 Langfuse observability bounty.

👥 Top 10 Active Community Contributors

Based on message volume across the open-source discussion groups (automated accounts such as the Astron Q&A bot and the welcome bot excluded); display-name aliases normalized and nicknames anonymized. Thank you to everyone who answered questions, asked questions, and built alongside us 🙌

📦 SkillHub v0.2.15 and v0.2.16

SkillHub merged 51 PRs and published two releases.

v0.2.15 — production Kubernetes and Redis HA

The new official Helm Chart covers PostgreSQL and Redis dependencies, external services, Ingress/TLS, S3, autoscaling, disruption budgets, upgrade safeguards, and OCI distribution through GHCR (# 445).
Redis can run standalone, in Cluster mode, or with Sentinel (# 505).
OAuth Device Flow, API-token errors, stale login bundles, rejected-version re-upload, label search indexing, CLI namespace coordinates, and PostgreSQL initialization all received reliability fixes (# 607, # 610, # 601, # 592, # 608, # 367).

v0.2.16 — base paths, built-in Skills, and observability

Deploy safely under reverse-proxy paths such as /skillhub/, including deep links, assets, APIs, and auth redirects (# 576).
A reviewed starter Skill collection now has deterministic package validation and runtime bootstrap checks (# 635, # 636).
Request/message correlation, selectable tracing, safer logging, and observable index rebuild failures improve production diagnosis (# 664, # 684).
React 19 overlays, label navigation, CJK ClawHub redirects, client errors, and version deletion received targeted fixes (# 624, # 625, # 674, # 685, # 641).

Ten contributors were highlighted as first-time contributors across the two release notes. Welcome! 🙌

🤖 Astron Agent v1.1.1

Astron Agent merged 24 PRs and published v1.1.1 on Aug 7.

MCP clients gained Streamable HTTP with safe SSE fallback. Auto mode does not retry authentication, TLS, or post-initialization failures across transports, preventing duplicate tool calls (# 1552).
CoT/streaming correctness improved for mixed reasoning and content chunks, usage-only chunks, and duplicate-call prevention (# 1581, # 1582, # 1589).
Workflow history, SSE disconnect behavior, callback isolation, and large LLM protocols became safer (# 1579, # 1584, # 1585, # 1595).
RAGFlow ingestion gained terminal-state protection, timeout/retry safeguards, parser-config application, and stronger large-document coverage (# 1597, # 1602).

⚙️ Astron RPA

Astron RPA merged 7 PRs. Team-market invite/application context was repaired (# 830, # 832); rpa-auth now defaults to the open-source Maven profile (# 833); and community troubleshooting for cloud desktops, client builds, scheduled tasks, and Agent ↔ RPA connectivity moved into the repository (# 824, # 829).

💬 What the community asked

Anonymized WeCom records surfaced recurring questions that are useful beyond a single environment:

Publish child workflows and complete required metadata before invoking them from a parent.
For workflow API attachments, upload to reachable storage, pass the URL, and use a plugin/dedicated service for parsing when the code sandbox cannot fetch or parse it.
JSON may display Chinese as \uXXXX escapes while still being transported as UTF-8; consumers must parse the JSON body.
A Skill upload's malformed input can come from invalid YAML frontmatter or non-UTF-8 archive paths.
SkillHub v0.2.16 supports reverse-proxy sub-path deployment when the web, public, and API base paths agree.
Deploying Astron RPA services does not install the desktop client; build/download and configure the client separately.

🏆 HER Hack-Astron # 2

The new challenge asks contributors to bring Langfuse observability to Astron Agent through native workflow instrumentation, extensible runner callbacks, or an OpenTelemetry/OTLP bridge. The winning contribution receives ¥500 RMB and the HER Hack-Astron # 2 Champion title; accepted submissions should include real trace evidence, disclose AI assistance as requested, and link the PR with Closes # 1575.

👉 Claim issue # 1575