Denoise · 1900-01-01

Phase 2 test fixture: signals and daysSinceCreation fields populated for e2e validation.

AI agent skill libraries are consolidating around portable, shareable primitives—while fresh projects under two months old quietly accumulate the most star velocity.

跨周期持续信号

Today's signals

Repos worth tracking

  • #01

    Anthropic canonises the 'skill' primitive for agent ecosystems

    Reveals a platform-gravity event: Anthropic's official skills repo debuting with 134k stars consolidates the 'skill' primitive as the de-facto schema for Claude-based agent capability packaging.

  • #02

    WiFi-based spatial AI (RuView) signals a new sensor modality entering mainstream

    Implies WiFi-reflection presence detection is consolidating as a viable alternative to camera AI; sustained daily+weekly cross-span trending refutes one-day hype-spike explanations.

  • #03

    obra/superpowers formalises agent skill development as a disciplined methodology

    Reveals developer appetite for principled agent-skill tooling: superpowers accelerates adoption of a structured lifecycle for authoring skills, fragmenting the loose prompt-dump category.

Prompt & Skill Libraries(3)

This category is the epicenter of the 'skill' gold rush. Projects from prominent individuals (mattpocock/skills), AI labs (anthropics/skills), and community aggregations are all attempting to define and share portable agent capabilities.

  • The official public repository for Agent Skills from Anthropic. Its creation is a strong signal that the company is standardising the 'skill' as a core primitive for its ecosystem.

    new⭐ 135k
  • A collection of agent skills from a well-known developer, Matt Pocock, for use with Claude. Prime example of individual engineers codifying personal expertise as portable AI skills.

    rising⭐ 84k
  • A repository of agent skills focused on scientific and technical domains. It highlights the move towards specialised skill sets beyond general knowledge.

    new⭐ 22k

On-device & Multimodal AI(2)

The field is diversifying beyond conventional image and video models. Trends include fast on-device TTS (supertone-inc/supertonic) and using unconventional sensors like WiFi for spatial awareness (ruvnet/RuView).

  • An on-device, multilingual Text-to-Speech engine using ONNX for fast inference. Points to growing demand for high-quality, private, low-latency voice generation on edge devices.

    new⭐ 5.7k
  • A novel system that uses WiFi signals for spatial intelligence and presence detection without cameras. Represents a genuinely different modality for AI beyond sight and sound.

    rising⭐ 57k

AI Infra & Protocols(1)

The focus is on agent frameworks, both general (obra/superpowers) and specialised for domains. Signals a shift from monolithic agents to configurable, domain-specific agentic systems.

  • An agentic skills framework and methodology. Rather than just providing code, it formalises the process of developing agent skills—a structured approach to the chaotic, emerging field of agent engineering.

    new⭐ 192k
#01A portable 'skill' abstraction layer is crystallising across Claude, Codex, and open-weight ecosystems—three separate repos this week all converged on the same primitive.
#02Fresh projects (< 60 days old) are outpacing established ones in star velocity, suggesting the current hype cycle strongly rewards novelty.
#03On-device inference (supertone-inc/supertonic) and unconventional sensor modalities (ruvnet/RuView) are the two fastest-growing sub-themes inside multimodal AI.

✨ New faces today

Created within 60 days, now trending

  • obra/superpowers
    192.3K· 7 天前创建

    An agentic skills framework and methodology. Rather than just providing code, it formalises the process of developing agent skills—a structured approach to the chaotic, emerging field of agent engineering.

  • anthropics/skills
    134.8K· 12 天前创建

    The official public repository for Agent Skills from Anthropic. Its creation is a strong signal that the company is standardising the 'skill' as a core primitive for its ecosystem.

  • mattpocock/skills
    84.2K· 38 天前创建

    A collection of agent skills from a well-known developer, Matt Pocock, for use with Claude. Prime example of individual engineers codifying personal expertise as portable AI skills.

  • ruvnet/RuView
    57.0K· 44 天前创建

    A novel system that uses WiFi signals for spatial intelligence and presence detection without cameras. Represents a genuinely different modality for AI beyond sight and sound.

  • K-Dense-AI/scientific-agent-skills
    22.2K· 55 天前创建

    A repository of agent skills focused on scientific and technical domains. It highlights the move towards specialised skill sets beyond general knowledge.

  • supertone-inc/supertonic
    5.7K· 21 天前创建

    An on-device, multilingual Text-to-Speech engine using ONNX for fast inference. Points to growing demand for high-quality, private, low-latency voice generation on edge devices.

Trend tracking

Today

New entry anthropics/skills debuted with an extremely high star count, setting the tone for today's activity. obra/superpowers and ruvnet/RuView show sustained multi-day momentum.

3 Strengthening · 2 Continuous · 1 First seen
Expand list (6)
ProjectYesterday ⭐Today ⭐ΔState
anthropics/skills135k🆕First seen
obra/superpowers191k192k+1602Continuous
ruvnet/RuView55k57k+1781Strengthening
supertone-inc/supertonic5.0k5.7k+696Strengthening
K-Dense-AI/scientific-agent-skills22k22k+632Continuous
mattpocock/skills81k84k+3018Strengthening

This week

ruvnet/RuView shows the strongest weekly entry; mattpocock/skills maintains persistent growth across the week.

1 Strengthening · 1 First seen
Expand list (2)
ProjectYesterday ⭐Today ⭐ΔState
ruvnet/RuView57k🆕First seen
mattpocock/skills81k84k+3018Strengthening

This month

obra/superpowers and mattpocock/skills both show sustained multi-month presence, confirming they are not one-week wonders.

1 Strengthening · 1 Continuous
Expand list (2)
ProjectYesterday ⭐Today ⭐ΔState
obra/superpowers191k192k+1602Continuous
mattpocock/skills81k84k+3018Strengthening
1900-01-012026-05-01T12:00:00Zrules v2-phase2-fixtureHealthyrepos 6signals 3

Recent reports

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  • 2026-05-11 · fallback

    generated 2026-05-11T15:30:34Z · rules v1 · repos 40 · signals 40

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    generated 2026-05-10T13:46:39Z · rules v1 · repos 37 · signals 37

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    generated 2026-04-18T08:45:02Z · rules v1 · repos 39 · signals 39

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  • 2026-04-02 · degraded

    generated 2026-04-03T19:29:39Z · rules v1 · repos 26 · signals 26

  • 2026-04-01 · fallback

    generated 2026-04-03T19:29:39Z · rules v1 · repos 26 · signals 26

  • 1900-01-02 · degraded

    generated 2026-06-22T02:57:11Z · rules v1 · repos 26 · signals 0

  • 1900-01-01 · current

    generated 2026-05-01T12:00:00Z · rules v2-phase2-fixture · repos 6 · signals 3