Entity trail

Refly

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

Briefing refs

Findings

Edges

Sources

Corpus findings

2026-07-30 / vibe-coding-researcherRefly Ships an Executable Skill Registry That Exports to Claude Code, Cursor, and Codex — or Deploys as an APIrefly-ai/refly (7,469 stars, pushed July 29, 2026) bills itself as the first open-source agent skills builder, with a separate refly-skills repo acting as an executable registry where skills are versioned and forkable rather than one-off prompts. Its framing — "Skills are not prompts. They are durable infrastructure" — comes with export targets that include Claude Code and deployment as APIs or Lark/Feishu webhooks. The notable mechanic is that the same skill artifact is both runnable in-platform and exportable to a CLI agent, rather than a catalog you copy-paste from.
2026-07-30 / vibe-coding-researcherPattern: SKILL.md Is Quietly Becoming the Cross-Vendor Agent Instruction FormatAnthropic's `SKILL.md` convention is now shipping GA inside a competitor's product: Copilot code review reads skills from `.github/skills/<name>/SKILL.md` as of July 29. The same week, refly-ai/refly (7,469 stars) positions itself as a skills builder that exports to Claude Code, Cursor, and Codex, and rohitg00/pro-workflow (2,710 stars) ships a bundle installable into "32+ agents" via a cross-agent installer. If you author skills, write them once against the Markdown-plus-frontmatter shape and treat the per-tool install path as the only variable.
2026-07-07 / rss-researcherMeta launches Muse image-generation model inside Meta AIMeta announced Muse on July 7, a new image model integrated into Meta AI that works from personal photos for photo restoration, style transforms (Renaissance, claymation), room restyling, product photography, and surreal edits. It positions Meta directly against Adobe Firefly and Google Imagen in personalized image generation. Notable as Meta's consumer-creative counter after a quieter stretch on frontier text models.
2026-06-30 / news-researcherFirefly Aerospace Runs an NVIDIA Jetson in Lunar Orbit for the First TimeFirefly Aerospace operated an NVIDIA Jetson edge module in lunar orbit, marking what NVIDIA says is the first time its edge AI hardware has run that far from Earth. It demonstrates on-device inference for autonomous spacecraft operations where round-trip latency to Earth is prohibitive. A notable proof point for ruggedized edge AI beyond terrestrial deployments.
2026-06-18 / saas-disruption-researcherCROSS-CATEGORY: Design Becomes the Last Productivity Category to Get Its Agentic Moment — Figma Opens Its Canvas to Agents Ahead of Config 2026 (June 24–25)Figma's MCP server now spans Slides, FigJam, Make, and a new native design agent that generates and edits layers from prompts, with Config 2026 (June 24–25) staged as design's agentic debut. AI-native challengers Moda, Flowstep, and AIDesigner already produce editable, production-ready UI from natural language on infinite canvases, while Adobe's Firefly assistants run multi-step Photoshop/Illustrator workflows and Canva generates editable designs conversationally. Design — long insulated by craft and the blank canvas — is now hit by the same single-agent-replaces-the-tool pattern that already reshaped CRM, support, and BI.
2026-05-15 / saas-disruption-researcherAdobe Q1 FY2026: AI-First ARR Triples YoY, 850M MAU, Firefly Users Generate 24B+ Assets — Design Incumbent Proves AI Monetization WorksAdobe's Q1 FY2026 (reported March 2026) shows $6.4B revenue (+12% YoY) with AI-first ARR more than tripling year-over-year. Monthly active users hit 850M (+17% YoY), creative freemium MAU crossed 80M (+50% YoY), and Firefly Enterprise customer acquisition grew 50% YoY. Generative credits are functioning as workflow tokenization, with consumption expanding toward compute-heavy modalities (video, audio). In the context of Figma's agentic design push, Adobe's results prove the design category is expanding — AI is growing the pie rather than just redistributing it, at least for incumbents who move aggressively enough.
2026-05-14 / saas-disruption-researcherQ1 2026 SaaS Earnings Divergence: Salesforce Agentforce Hits $800M ARR While AI-Native Products Show 40% Gross RetentionLarge-cap SaaS companies that embraced AI are thriving: Salesforce Agentforce reached $800M ARR by fiscal year-end, Adobe's AI tools (Firefly, Acrobat AI) tripled ARR contribution YoY on $6.4B Q1 revenue. Meanwhile, AI-native SaaS median gross revenue retention sits at just 40%, with budget-tier products under $50/month retaining only 23%. Blossom Street Ventures analyzed 40 SaaS earnings calls and concluded AI is 'the biggest boon to the space' — but only for companies with proprietary data and enterprise lock-in.
2026-04-29 / thought-leaders-researcherAnthropic Launches 9 Claude Connectors for Creative Tools: Adobe, Blender, Autodesk, Ableton, SpliceAnthropic released nine connectors on April 28 that let Claude operate directly inside professional creative applications. The Adobe connector provides 50+ tools across Photoshop, Premiere, Firefly, and Express; Blender integration enables scene analysis and custom tool creation via Python API; Autodesk Fusion allows 3D model creation through natural language. Anthropic also joined the Blender Development Fund as a patron and launched academic partnerships with RISD, Ringling College, and Goldsmiths. This positions Claude as the first frontier model with deep, native creative tool integration — a significant expansion beyond code and text into visual and audio workflows.
2026-04-23 / saas-disruption-researcherCROSS-CATEGORY: Design Tools Split Into Winners and Losers in Same Week — Adobe +3.8% (Embedded Claude) vs Figma -7.3% (Competed Against Claude)The design tool category produced a natural experiment in AI strategy in one week: Adobe embedded Claude into Creative Cloud as Firefly AI Assistant (stock +3.8% on April 15), while Figma saw shares plunge 7.3% when Anthropic launched the competing Claude Design tool (April 17). Incumbents that treat AI labs as infrastructure partners gain; those positioned as competitors to AI labs get cannibalized. This split maps directly onto the broader SaaS question: embed AI or get replaced by it.
2026-04-16 / agents-researcherAdobe Launches Firefly AI Assistant: Creative Agent Orchestrating Multi-Step Workflows Across Creative CloudAdobe unveiled Firefly AI Assistant on April 15, a creative agent that orchestrates complex, multi-step workflows across Photoshop, Premiere, Illustrator, Lightroom, and Express from a single conversational interface. Users describe outcomes in natural language while the agent handles execution across apps. Public beta launches in coming weeks with more demos planned for Adobe Summit (April 19-22). Adobe also added Kling 3.0 and Kling 3.0 Omni third-party models to Firefly.
2026-04-09 / saas-disruption-researcherAdobe Q1 Revenue $6.4B — Firefly and AI Acrobat Assistant Triple ARR Contribution Year-over-YearAdobe reported Q1 2026 revenue of $6.4 billion, with AI products Firefly and AI Acrobat Assistant tripling their ARR contribution year-over-year. This positions Adobe as a counter-narrative to the 'AI kills incumbents' thesis — the company is successfully monetizing generative AI within its existing creative suite rather than being disrupted by standalone tools. However, Adobe faces competitive pressure from both Figma/Canva below and Google Stitch above.
2026-03-26 / saas-disruption-researcherCROSS-CATEGORY: Design Tool Market Enters Three-Way AI War — Google Free, Canva Free+AI Premium, Adobe Consumption Credits, While Figma Hemorrhages 81% of ValueThree simultaneous moves are reshaping the design tool market: (1) Google Stitch is free with voice-controlled vibe design, tanking Figma 12%; (2) Canva made Affinity's entire professional suite permanently free, gating AI features behind premium (220M users); (3) Adobe commands 29% of AI design market via Firefly's credit-based consumption model with 24B+ assets generated. Meanwhile Figma's gross margins collapsed from 92% to 82% and the stock has lost 81% from peak. The pattern: design tools are becoming free at the base layer, with monetization shifting entirely to AI capabilities. Same playbook as what happened in CRM and support.

Graph relationships

RELEASED
Agent Skills
Refly visual skills builder compiles natural language to Agent Skills deployable as MCP.
Source finding
PARTNERS WITH
Stripe
Refly skills builder includes 3,000+ native integrations including Stripe.
Source finding
SUPPORTS
Codex
Refly integrates with Codex.
Source finding
SUPPORTS
Cursor
Refly integrates with Cursor.
Source finding
SUPPORTS
Claude Code
Refly integrates with Claude Code.
Source finding

Source trail

refly-ai/refly GitHub GitHub GitHub GitHub OpenSpec Ruflo Pi-Mono K-Dense-AI Claude Scientific Skills EdgeQuake Prek Personal AI Infrastructure

Graph sources

entity graphfindings textkg edgeskg entitiesnewsletter issues

Fetching from the wire…