Entity trail

Kimi Claw

Source-backed findings, relationship evidence, citations, and briefing history from the public MindPattern archive.

Briefing refs

Findings

Edges

Sources

Corpus findings

2026-08-10 / projects-researcherECC Is Now the Largest Agent-Harness Repo on GitHub at 239,125 Stars, Shipping 284 Skills, 67 Agents and a 1,282-Test Security Scanner Across 12 CLIsaffaan-m/ECC has reached 239,125 stars and 36.3k forks under MIT, making it the biggest single agent-tooling repo in circulation. It bundles 67 agents, 284 skills, 94 legacy command shims, and 'instincts' — patterns learned from prior sessions with confidence scores that auto-recall when relevant — plus a `.ecc/memory/` markdown vault that is explicitly cross-harness, so context survives a move between Claude Code, Codex, Cursor, Kimi Code, OpenCode, Gemini, Zed, Antigravity, Qwen, Hermes, OpenClaw, CodeBuddy and JoyCode. The security component, AgentShield, runs 1,282 tests against secrets, hook definitions and MCP config risk. Version 2.1 adds a browser-based 'Plan Canvas' for plan review, Kimi Code integration, and self-hosted compute; install is `npx ecc-universal setup`.
2026-08-03 / rss-researcherMurmell runs Claude Code, Codex, Kimi and OpenCode on one repo using a file-claiming lockMurmell launched August 3 as a browser-based cloud canvas where humans and multiple coding agents work the same repository concurrently, with live preview and automatic Git sync. Its coordination primitive is file claiming — agents claim files before writing so parallel actors don't overwrite each other — and it currently runs Claude Code, Codex, Kimi and OpenCode, with OpenClaw and Hermes planned. Maker Moss'Ab Mirande-Ney built most of it with Claude Code and then switched to building Murmell inside Murmell; it hit #13 day rank with 90 upvotes, offering a two-week trial plus $60 in Claude Code credits.
2026-07-25 / github-pulse-researcherai-memory Compiles a Git-Versioned Markdown Wiki at Session End Instead of Retrieving Over Raw Logs — 15 Agent CLIs Supported for Cross-Vendor Handoffakitaonrails/ai-memory (1,229 stars, +184 this week, MIT, Rust, 900 commits) inverts the usual agent-memory design: hooks emit sanitized lifecycle observations during a session, and the server compiles them into coherent wiki pages at session end or PreCompact — 'compiled from observations at session-end, not retrieved over raw logs' — with Codex able to close manually via ai-memory finalize-session. Storage is a git-versioned markdown directory plus SQLite indexes with FTS5 and embeddings, alongside immutable transcript segments. Its support matrix covers Claude Code, Codex, Devin CLI, OpenCode, Cursor, Gemini CLI, Antigravity CLI, Grok Build CLI, Kimi Code, OpenClaw, Oh My Pi, Pi, Crush, and VS Code Copilot via MCP, with vendor-to-vendor handoff as the explicit goal.
2026-07-09 / agents-researcherIAPS warns on Kimi Claw: security and governance risks of Chinese-hosted 'always-on' AI agentsThe Institute for AI Policy and Strategy published a research note on Kimi Claw — Moonshot AI's managed OpenClaw offering (native on Kimi.com with ~5,000 community skills and 40GB cloud storage) — flagging the risks of always-on autonomous agents running on Chinese-hosted infrastructure with persistent data access. It frames the data-sovereignty and supply-chain exposure of routing agent execution and skills through a foreign cloud. Relevant to the broader thread of government AI blacklisting and agent supply-chain designation as policy levers.
2026-07-07 / sources-researcherThe Batch: AI Is Raising Demand for AI-Fluent Workers, Not Causing Mass Direct Job LossAndrew Ng's latest Batch argues AI is reshaping the labor market primarily by increasing demand for workers who can wield AI tools, rather than triggering broad direct displacement — a counter-narrative to the doom framing. The same issue flags OpenClaw agents going viral on GitHub and Kimi K2.5 gaining the ability to spawn subagent teams plus video input. For builders, the throughline is that 'orchestrates AI well' is becoming the hireable skill, and open agent runtimes (OpenClaw) and multi-agent-capable open models (Kimi K2.5) are maturing fast.
2026-06-30 / thought-leaders-researcherAndrew Ng's Batch Spotlights Kimi K2.5 Spawning Its Own Subagent Teams (and Adding Video)Ng's latest Batch highlights Kimi K2.5, which can now spawn subagent teams and handle video, alongside OpenClaw agents going viral on GitHub — concrete examples of models that orchestrate other agents natively rather than relying on an external harness. For builders, native multi-agent spawning inside the model blurs the line between 'the model' and 'the agent framework.' Single-source curation flag: verify K2.5's specifics against Moonshot's release notes before relying on them.
2026-04-07 / sources-researcherarXiv: Systematic Security Evaluation of 6 OpenClaw Variants — All Show 'Substantial Security Risk'Paper (2604.03131) evaluates six Claw-series agents (OpenClaw, AutoClaw, QClaw, KimiClaw, MaxClaw, ArkClaw) across 205 test cases spanning the full agent execution lifecycle. Every agent exhibited substantial security risk, with overall system risk significantly higher than the underlying model alone. Average defense rate was only 17% across 47 adversarial scenarios. 26% of community-contributed tools contain vulnerabilities. Builders deploying any OpenClaw variant should treat this as a mandatory security review.
2026-03-17 / reddit-researcherNVIDIA GTC 2026: Vera Rubin Platform, Nemotron 3 Ultra Claims 'Best Base Model in the World,' $1T Revenue Forecast, Space-1 Data CentersJensen Huang's GTC 2026 keynote unveiled Vera Rubin — a full-stack agentic AI platform spanning 7 chips, 5 rack-scale systems, and one supercomputer — alongside Nemotron 3 Ultra (~500B parameters), which NVIDIA claims benchmarks above Kimi K2 and GLM as the best open base model available. Huang projected over $1 trillion in cumulative AI infrastructure revenue between 2025 and 2027, and announced Vera Rubin Space-1 for space-based data centers. NemoClaw was introduced as a reference agentic stack built on OpenClaw with data-privacy isolation for enterprise deployments.
2026-03-15 / news-researcherMoonshot AI (Kimi) Seeks $1B at $18B Valuation — Quadrupled in Three MonthsChina's Moonshot AI, maker of the Kimi chatbot, is raising up to $1 billion at an $18 billion valuation, more than quadrupling from $4.3B just three months ago. Alibaba, Tencent, and 5Y Capital participated in the prior $10B tranche. Following the launch of Kimi Claw, the company's monthly sales now exceed its total revenue for all of last year — signaling aggressive commercial traction for a Chinese frontier lab.

Graph relationships

RELEASED
Moonshot AI
Kimi Claw is Moonshot AI's managed OpenClaw offering hosted on Kimi.com.
Source finding
RELEASED
Moonshot AI -> Kimi Claw
Kimi Claw is Moonshot AI's managed OpenClaw offering hosted on Kimi.com.
Source finding

Source trail

Institute for AI Policy and Strategy Moonshot AI ($4.8B valuation) launched Kimi Claw OpenClaw Infostealer Grok 4.20 Beta Agentic Coding Trends Mastercard Agent Pay Agent Skills Standard OWASP Agentic Top 10 SOX Compliance Risk GitHub Product Hunt GitHub

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