🚀 Astron Open Source · Bi-Weekly Report (Jun 29 – Jul 12, 2026)

[FenjuFu]

🚀 Astron Open Source · Bi-Weekly Report (Jun 29 – Jul 12, 2026)

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🌟 Highlights

• Holding strong on the OSS Insight Java trending board: across the last three months of Java repositories, SkillHub 讨论：awesome 站 Demo 导航中 astron-agent 指向 Zeabur 部署入口，是否继续长期维护此类开源 Demo？ #4 · Astron Agent 🚀 Astron Open Source · Bi-Weekly Report (Jun 15 – Jun 28, 2026) #5 — both firmly in the Top 5.
• Two new projects open-sourced (Jul 2): MemFlywheel — a file-native long-term memory layer for Agent Harnesses that makes agents smarter with every run; Domux — a low-latency semantic-parsing model fine-tuned from Gemma-4 that turns natural-language home commands into structured data within 150 ms (98.37% accuracy).
• A double release: Astron Agent v1.1.0 (Jul 6) gives the Standard Agent Workflow invocation + Link plugins + Mem0 long-term memory in one release; SkillHub v0.2.13 (Jul 3) polishes review governance, password security, and SUPER_ADMIN protection.
• Zero-friction onboarding + two offline events: the Astron Agent open-source edition online playground went live (Jun 30 — try it in the browser, no deployment); HER Hack-Astron Welcome to the iFLYTEK Open Source Community 👋 #1, the wearables × emotional-companion agent challenge (Jul 6), and the 2nd AI Innovation & Development Conference in Tianjin (Jul 11, with Dong Jiang presenting "Enterprise Agentic AI Application Architecture & Knowledge Engineering") landed back-to-back.

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👥 Top 10 Active Community Contributors (Jun 29 – Jul 12, 2026)

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

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📦 Release Highlights

🤖 Astron Agent v1.1.0 (Jul 6) — Workflow + Plugins + Long-Term Memory, all in one

• 🚀 Workflow invocation inside Agents: Standard Agents can persist workflow capabilities and expose them as runtime tool callbacks, usable from both chat and debug paths, with ownership and space-membership validation (#1487).
• ✨ Link plugin capability: import Link plugins from the plugin store on the ability page, persist selected tools, and invoke them directly in debug/chat; official/admin-owned plugins are treated as trusted import sources (#1448).
• 🧠 Mem0 long-term memory: configurable Mem0 memory with app-level isolation, non-blocking writes, and improved Chinese memory preservation and retrieval (#1479).
• 🔒 Hardened official tool debug-URL validation and trusted-owner handling (#1453); fixed a GitHub code-scanning SSRF alert (#1459); several rounds of CI/remote-test stabilization.
• 🔧 Upgrade notes: deploy Console/Toolkit changes together to enable workflow invocation; review plugin/workflow/Mem0 settings on existing agents after upgrading. Change scope: 154 files, +6,489/−6,559 lines.
• 📝 Release: https://github.com/iflytek/astron-agent/releases/tag/v1.1.0

🛡️ SkillHub v0.2.13 (Jul 3) — Review governance & permission hardening

• ✨ Promotion review upgrade: pending review cards show richer metadata, with status/reviewed-time sorting and expanded backend/frontend + Playwright coverage (#555).
• 🔑 Password settings restored: a backend-authoritative canChangePassword capability — local-password users can change passwords again, while OAuth-only accounts show an unavailable state (#554).
• 🔒 SUPER_ADMIN hardening: non-super-admin users can no longer assign or tamper with the SUPER_ADMIN role (#568).
• 🐛 Fixed scanner local LLM Base URL propagation while keeping the scan API contract stable, with Kubernetes docs and regression coverage (#565); nested relative links now work in skill-package markdown previews (#557); patched the vulnerable undici frontend dependency (#567).
• 📝 Release: https://github.com/iflytek/skillhub/releases/tag/v0.2.13 ｜ No breaking changes — safe to upgrade.

🧩 Newly open-sourced: MemFlywheel & Domux (Jul 2)

• 🧠 MemFlywheel: a file-native long-term memory layer for Agent Harnesses — pre-run recall, post-run extraction, and skill distillation; memories are stored as Markdown, so they are inspectable, Git-diffable, and fully evidence-linked. Works with Pi, Hermes, OpenCode, and other mainstream harnesses → https://github.com/iflytek/memflywheel
• ⚡ Domux: a low-latency semantic-parsing model fine-tuned from Gemma-4-E2B-it (SFT + GRPO) — parses natural-language smart-home commands into a 7-field structured schema within 150 ms end-to-end, at 98.37% accuracy and 100% format compliance, with no device whitelist required; built for edge deployment → https://github.com/iflytek/domux

⚙️ Astron RPA — Scheduled-task trigger support special

• 🐛 A user reported nightly scheduled tasks occasionally not firing: the team traced it in the logs to a too-short trigger grace window (a busy machine can miss the 1-second window), shipped a hotfix on the spot (patched trigger.py / base_task.py with a wider grace period + verbose logging), and recommended advanced cron expressions; the fix will be merged back upstream.
• 📚 Added an AGENTS.md project-context document (#813), aligning with the AI coding-agent ecosystem standard.

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💬 Community Q&A & Discussions (Bi-Weekly Picks)

Grouped by product line; all are real community questions + the engineering team's solutions. 🟢 Resolved / 🟡 In progress.

SkillHub (mostly ecosystem integration & governance)

• 🟡 Could an MCP marketplace be integrated into SkillHub to build a unified enterprise capability platform (Skills + MCP)? Architecturally feasible — SkillHub uses pluggable SPI boundaries and already ships a ClawHub CLI compatibility layer as a foundation; logged as a product-direction request.
• 🟡 When an agent improves a skill, can it contribute the improvement back to the shared registry as a PR? A great idea for closing the skill co-building loop; the user was invited to file an issue.
• 🟢 v0.2.13 upgrade notes: no breaking changes; if your Scanner uses a local LLM, mind the Base URL setting (the propagation bug is fixed in this release).

Astron Agent (mostly second-development & new capabilities)

• 🟢 White-labeling for enterprise redistribution: after changing frontend branding, rebuild the image with each module's Dockerfile under its build directory and swap the official image (same for backend); along the way the team also resolved a Docker image pull failure (switch to a domestic mirror) and a workflow publish failure (fill in the workflow's basic info at the top-left of the canvas first) — the customer demoed successfully the next day.
• 🟢 Is the platform decoupled from iFLYTEK models? Long since — any OpenAI-protocol-compatible third-party or self-hosted model can be added on the Model Management page.
• 🟢 Is there an "autonomous planning" agent capability? The platform already supports multi-agent orchestration, workflows, tool/MCP integration, and Agentic Workflow Auto-Generation; file an issue for a standalone autonomous-planning app.
• 🟢 An intranet WPS document-processing plugin? Not yet — issues/PRs welcome.

Astron RPA (mostly deployment environments & builds)

• 🟢 Nightly scheduled task not firing: see the special above — grace-window hotfix + verbose-log diagnosis, closed the same day.
• 🟢 Does it run on cloud desktops / VMs? Yes (the team routinely tests on Tencent cloud desktops); requires Win10 1809 or later; one Windows Server login-hang case is being remote-diagnosed by support 🟡.
• 🟢 Manual client build fails with Cannot compute electron version: usually pnpm missing from PATH / frontend dependencies not installed — check the environment against BUILD_GUIDE.zh.md (no Java/Docker needed); remote assistance offered.
• 🟢 How do teams keep script versions consistent without git-style merging? Use the built-in workflow version management (publish/rollback/diff) plus the Center of Excellence as the team's centralized "process market" distributing stable versions.
• 🟢 Can the open-source RPA be invoked standalone, without the Agent platform? Yes; the cloud RPA has no standalone API yet — call it through the Agent platform and expose the agent as an API, with a video course and a hands-on article to follow.

📌 Q&A entry points: @-mention the Astron Q&A bot in the group (24/7), or ask on the web → https://awesome-astron-workflow.dev/chat

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🙌 Community Call: Come Contribute! (Good First Issues & Bounties)

Newcomer-friendly and rewarding from your first commit (contribution points are redeemable at the points store):

🌱 Good First Issues (great for a first contribution)

Project	Issue	What it's about
Astron Agent	#1412	Expand the docs FAQ
Astron Agent	#1410	Contribute a workflow example to the gallery
Astron Agent	#1405	"Are you using Astron Agent?" user-story collection
Astron RPA	#805	"Are you using Astron RPA?"
SkillHub	#528	"Are you using SkillHub?"

💰 Bounties (reward · more challenging, more rewarding)

Project	Issue	What it's about
Astron Agent	#1067	Let OpenClaw trigger Astron Agent to schedule an RPA bot for secure operations
Astron Agent	#1066	Build a "ChatClaw" app on the drag-and-drop canvas with visual fine-tuning
Astron Agent	#709	Support the A2A (agent-to-agent) protocol

👉 Want to claim one? Just comment on the issue. Not sure where to start? Ping us in the discussion group and the engineering team will help break the task down.

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✨ Community Spotlight

• 🌐 Astron Agent open-source online playground is live (Jun 30): zero deployment, zero configuration — try it right in the browser → https://astron-agent-nginx.zeabur.app/
• 💜 HER Hack-Astron Welcome to the iFLYTEK Open Source Community 👋 #1｜Wearables × Emotional-Companion Agent Challenge (Jul 6): a dozen-plus teams built agents on site — an AI sleep companion, a health guardian, and "Heart Companion," a retro pocket-watch-style emotional-companion agent (the first submission PR, #1493); see issue #1482 for the event archive.
• 🎤 2nd AI Innovation & Development Conference, Tianjin (Jul 11): iFLYTEK senior architect Dong Jiang presented "Enterprise Agentic AI Application Architecture & Knowledge Engineering"; the community offered a 15-point ticket-redemption perk.

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💬 Got questions, ideas, or want to contribute? Join the discussion group, or head straight to the repos under iflytek-astron to open an Issue / PR.
Let's build a thick, solid open-source ecosystem for enterprise-grade AI Agents together 🚀