{"reportDate":"1900-01-01","heroSummary":"AI agent skill libraries are consolidating around portable, shareable primitives—while fresh projects under two months old quietly accumulate the most star velocity.","topChanges":["anthropics/skills debuted with 134k stars and immediately became the canonical reference for agent skill definitions.","ruvnet/RuView uses WiFi signals for spatial presence—an entirely novel sensor modality gaining traction beyond conventional vision AI.","K-Dense-AI/scientific-agent-skills shows domain-specific skill libraries splitting off from general-purpose repos at an accelerating pace."],"categoryBlocks":[{"category":"Prompt & Skill Libraries","repos":[{"repoName":"anthropics/skills","repoUrl":"https://github.com/anthropics/skills","summary":"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.","signalBadge":"new","spanPresence":["daily"],"stars":134762,"daysSinceCreation":12},{"repoName":"mattpocock/skills","repoUrl":"https://github.com/mattpocock/skills","summary":"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.","signalBadge":"rising","spanPresence":["daily","monthly","weekly"],"stars":84189,"daysSinceCreation":38},{"repoName":"K-Dense-AI/scientific-agent-skills","repoUrl":"https://github.com/K-Dense-AI/scientific-agent-skills","summary":"A repository of agent skills focused on scientific and technical domains. It highlights the move towards specialised skill sets beyond general knowledge.","signalBadge":"new","spanPresence":["daily"],"stars":22200,"daysSinceCreation":55}],"insight":"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."},{"category":"On-device & Multimodal AI","repos":[{"repoName":"supertone-inc/supertonic","repoUrl":"https://github.com/supertone-inc/supertonic","summary":"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.","signalBadge":"new","spanPresence":["daily"],"stars":5739,"daysSinceCreation":21},{"repoName":"ruvnet/RuView","repoUrl":"https://github.com/ruvnet/RuView","summary":"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.","signalBadge":"rising","spanPresence":["daily","weekly"],"stars":57039,"daysSinceCreation":44}],"insight":"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)."},{"category":"AI Infra & Protocols","repos":[{"repoName":"obra/superpowers","repoUrl":"https://github.com/obra/superpowers","summary":"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.","signalBadge":"new","spanPresence":["daily"],"stars":192337,"daysSinceCreation":7}],"insight":"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."}],"meta":{"generatedAt":"2026-05-01T12:00:00Z","rulesVersion":"v2-phase2-fixture","degraded":false,"fallbackUsed":false,"repoCount":6,"signalCount":3},"vibeSummary":"Phase 2 test fixture: signals and daysSinceCreation fields populated for e2e validation.","strategicInsights":["A portable 'skill' abstraction layer is crystallising across Claude, Codex, and open-weight ecosystems—three separate repos this week all converged on the same primitive.","Fresh projects (< 60 days old) are outpacing established ones in star velocity, suggesting the current hype cycle strongly rewards novelty.","On-device inference (supertone-inc/supertonic) and unconventional sensor modalities (ruvnet/RuView) are the two fastest-growing sub-themes inside multimodal AI."],"signals":[{"id":"sig_1","title":"Anthropic canonises the 'skill' primitive for agent ecosystems","repoName":"anthropics/skills","repoUrl":"https://github.com/anthropics/skills","stars":134762,"rationale":"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.","sourceType":"big-tech","sourceNote":"Anthropic official GitHub organisation","confidence":"high","confidenceReason":"Directly from verified Anthropic org; star count confirmed across daily and weekly trending snapshots.","trackingState":"first","daysOnList":1},{"id":"sig_2","title":"WiFi-based spatial AI (RuView) signals a new sensor modality entering mainstream","repoName":"ruvnet/RuView","repoUrl":"https://github.com/ruvnet/RuView","stars":57039,"rationale":"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.","sourceType":"community","confidence":"medium","confidenceReason":"Strong multi-span presence but sole contributor; no institutional backing confirmed yet.","trackingState":"strengthening","daysOnList":9},{"id":"sig_3","title":"obra/superpowers formalises agent skill development as a disciplined methodology","repoName":"obra/superpowers","repoUrl":"https://github.com/obra/superpowers","stars":192337,"rationale":"Reveals developer appetite for principled agent-skill tooling: superpowers accelerates adoption of a structured lifecycle for authoring skills, fragmenting the loose prompt-dump category.","sourceType":"community","confidence":"high","confidenceReason":"Highest absolute star count in today's daily cohort; confirmed by daily trending snapshot plus independent GitHub API check.","trackingState":"first","daysOnList":1}],"trendSection":{"daily":{"rows":[{"repoName":"anthropics/skills","repoUrl":"https://github.com/anthropics/skills","yesterdayStars":null,"todayStars":134762,"delta":134762,"state":"first"},{"repoName":"obra/superpowers","repoUrl":"https://github.com/obra/superpowers","yesterdayStars":190735,"todayStars":192337,"delta":1602,"state":"continuous"},{"repoName":"ruvnet/RuView","repoUrl":"https://github.com/ruvnet/RuView","yesterdayStars":55258,"todayStars":57039,"delta":1781,"state":"strengthening"},{"repoName":"supertone-inc/supertonic","repoUrl":"https://github.com/supertone-inc/supertonic","yesterdayStars":5043,"todayStars":5739,"delta":696,"state":"strengthening"},{"repoName":"K-Dense-AI/scientific-agent-skills","repoUrl":"https://github.com/K-Dense-AI/scientific-agent-skills","yesterdayStars":21568,"todayStars":22200,"delta":632,"state":"continuous"},{"repoName":"mattpocock/skills","repoUrl":"https://github.com/mattpocock/skills","yesterdayStars":81171,"todayStars":84189,"delta":3018,"state":"strengthening"}],"analysis":"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."},"weekly":{"rows":[{"repoName":"ruvnet/RuView","repoUrl":"https://github.com/ruvnet/RuView","yesterdayStars":null,"todayStars":57039,"delta":57039,"state":"first"},{"repoName":"mattpocock/skills","repoUrl":"https://github.com/mattpocock/skills","yesterdayStars":81171,"todayStars":84189,"delta":3018,"state":"strengthening"}],"analysis":"ruvnet/RuView shows the strongest weekly entry; mattpocock/skills maintains persistent growth across the week."},"monthly":{"rows":[{"repoName":"obra/superpowers","repoUrl":"https://github.com/obra/superpowers","yesterdayStars":190735,"todayStars":192337,"delta":1602,"state":"continuous"},{"repoName":"mattpocock/skills","repoUrl":"https://github.com/mattpocock/skills","yesterdayStars":81171,"todayStars":84189,"delta":3018,"state":"strengthening"}],"analysis":"obra/superpowers and mattpocock/skills both show sustained multi-month presence, confirming they are not one-week wonders."}},"locale":"en"}