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Earlier sources: AI agents
AI agents use models to choose actions, call tools, and work toward a goal. This thread follows agent frameworks, memory, orchestration, evaluation, and safeguards; autonomy and reliability vary between systems.
SYMTRI organizes observations from public sources into a living map. Connections reflect shared subject matter; they do not establish causation or endorse a source.
Open in the map ↗849 classified signals in the fourteen-day window. These counts include signals awaiting readable evidence.
Earlier sources
Up to ten sources with readable evidence, ordered by their feed timestamp. These archive sources can be older than the live fourteen-day window. This list is a sample, not a measure of total activity. Dates distinguish paper publication, repository creation, model/dataset activity, Hacker News posts, and KEV catalog additions. “First archived” records when SYMTRI first stored the signal.
- GitHub · Repository created · First archived
xianyu110/ecommerce-video-skills ↗
12 个电商短视频 Agent Skills：3秒钩子、卖点分镜、图生视频提示词、edge-tts 配音、字幕花字、ffmpeg 自动成片、抖音/TikTok Shop/视频号导出、直播切片、多语言配音、封面A/B · Claude Code / Codex / Cursor
- GitHub · Repository created · First archived
Sev7eEn7/sieve ↗
DeepSeek Harness（DSH）上下文管理与 token 优化插件：工具输出过滤、历史上下文裁剪、技能按需披露；离线回放请求载荷减少 30% 以上（按字符数）。
- GitHub · Repository created · First archived
coffeecoproject/layermap ↗
LayerMap MCP: a layered map of your codebase for coding agents: callers, callees and the impact of a change, for TypeScript, JavaScript, Go, Python and Java. MCP server, CLI, and plugins for Claude Code and Codex.
- GitHub · Repository created · First archived
lmliheng/Adelie ↗
A local-first multi-agent app development platform, built on PenguinHarness
- GitHub · Repository created · First archived
SysikNagibator/AiPC ↗
Give the agent "this" and he gets a real PC.
- GitHub · Repository created · First archived
ABCastor/crossfeed-orchestrator ↗
Route AI coding work across the AI subscriptions you already pay for, with a local console and quota-aware switches.
- GitHub · Repository created · First archived
richig8-web/lyn0-academy ↗
Build your own personal AI agent, one mission at a time. Mission 01: your AI learns who it's working for.
- GitHub · Repository created · First archived
ham7a311/Vitrine ↗
UI component library for people who want to be unique
- Hacker News · Posted on Hacker News · First archived
Aura – a self-hosted AI agent with temporal graph memory, written in Go ↗
Hacker News discussion.
- Hacker News · Posted on Hacker News · First archived
Show HN: Artbucket – OSS brand assets and portals for humans and AI agents ↗
Hello HN, I wanted to share a project I am working on. Artbucket is a way to manage brand guidelines and design asset, fully open source you can self-host with all the capabilites available. I built also a hosted version with free tier. All feedbacks are welcome x)
Live window recorded . This is the ingestion observation time, not the publication or discovery date of each source.
How to assess evidence about AI agents
Check each original source for its methods, release status, limitations, and supporting data. A repository announcement, a preprint, and a published study provide different kinds of evidence. SYMTRI’s subject classification helps discovery; it does not independently validate the source’s claims.
See the collection and counting methodology ↗ · Read the weekly synthesis ↗
Related threads
Explore related regions
These navigation suggestions are part of the map’s editorial structure, rather than measured evidence of a connection.