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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 ↗819 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
alphaparkinc/genpark-agentic-flight-delay-eu261-compensation-claimant-skill ↗
Automated Flight Delay & Cancellation EU261 / UK261 Regulatory Compensation Claimant. Computes flight route Great-Circle distances via Haversine geometry, applies statutory compensation tiers (up to EUR 600), screens extraordinary circumsta | GenPark: https://www.genpark.ai | LinkedIn: https://www.llinkedin.com/company/92955550
- GitHub · Repository created · First archived
Alpha-Park/genpark-enterprise-incident-postmortem-root-cause-synthesizer-skill ↗
Enterprise SRE Incident Postmortem & Root Cause Synthesizer. Correlates distributed telemetry alarms across microservice dependency DAGs, isolates the First Bad Event root cause, traces downstream cascading blast radius, and generates autom | GenPark: https://www.genpark.ai | LinkedIn: https://www.llinkedin.com/company/92955550
- GitHub · Repository created · First archived
alphaparkinc/genpark-enterprise-incident-postmortem-root-cause-synthesizer-skill ↗
Enterprise SRE Incident Postmortem & Root Cause Synthesizer. Correlates distributed telemetry alarms across microservice dependency DAGs, isolates the First Bad Event root cause, traces downstream cascading blast radius, and generates autom | GenPark: https://www.genpark.ai | LinkedIn: https://www.llinkedin.com/company/92955550
- GitHub · Repository created · First archived
heqiangdiao-wq/AI-Cross-Border-Ecommerce-Agent-Toolkit ↗
AI 跨境电商运营智能体工具箱 · 把运营 SOP 拆成 7 个可复用的 AI Agent 工作流，含 Prompt、模板与真实案例
- GitHub · Repository created · First archived
outcrawlai/scout ↗
Scout: the open-source browser agent, by Outcrawl. Mirrored automatically from Outcrawl's own repository.
- GitHub · Repository created · First archived
crawfordxx/xiaoma-studio ↗
用代码做 Opus 5.5 爆款级动效视频与 HTML 幻灯片的 skill：30 条高赞视频拆解出的工作流、审美规则与确定性渲染引擎，任何模型/agent 可用 | Code-driven motion video & HTML slides skill for any coding agent
- Hacker News · Posted on Hacker News · First archived
Show HN: Seekter – an open-source job-search agent that runs in Claude Code ↗
Hacker News discussion.
- GitHub · Repository created · First archived
i12bp8/decomp.wtf ↗
What The Function: your AI agent decompiles games you own into C that compiles to the exact same bytes. Runs locally.
- GitHub · Repository created · First archived
talsiach/take-one ↗
Claude Code skill that makes launch videos, ads and music videos from one line: idea, script, visuals, voice, music, edit and review, then a review room where your notes make the next take
- Hacker News · Posted on Hacker News · First archived
AI-native Android OS running agents to operate your phone ↗
Hacker News discussion.
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 ↗
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These navigation suggestions are part of the map’s editorial structure, rather than measured evidence of a connection.