OpportunitiesIntelligence with a verb attached
Every entity already carries an action tag saying what kind of move it represents. This page ranks those by the Opportunity score — trend and fit, discounted by how much attention the thing has already collected and how crowded its tag is.
Effort against impacteffort is an estimate, impact follows the score
low effort
medium effort
high effort
high impact
6- agent-desktop
- skills
- notebooklm-mcp
- rea-video
- +2 more
medium impact
44- AnyModelBot
- esp32-iphone-agent
- databasus
- Maestro
- +40 more
5- wind-comic
- nanoMuse
- hob
- RustXNG
- +1 more
5- claude-seo
- langchain
- archify
- ProxmoxVE
- +1 more
low impact
Build · 12Prototype it
Build75
- Matches AI through Agents, MCP, Computer Use
- Measured pace 2.5k stars/day, ×8.0 against the previous interval
- Part of "Computer Use" — 21 projects, early
Prototype a node around agent-desktop and check the input/output shape holds.
Build73
- Matches AI through Image Generation, MCP, Agent Skills
- Measured pace 224 stars/day, ×7.6 against the previous interval
- Part of "Agent Skills" — 120 projects, early
Prototype a node around skills and check the input/output shape holds.
Build72
- Matches AI through MCP, Agent Skills, LLM Tooling
- Measured pace 10 stars/day, ×8.0 against the previous interval
- Part of "LLM Tooling" — 389 projects, early
Prototype a node around notebooklm-mcp and check the input/output shape holds.
Build71
- Matches AI through Video Generation, Video Editing, Remotion
- No measured delta yet — 188 stars/day is a lifetime average
- Part of "Video Editing" — 38 projects, early
Prototype a node around rea-video and check the input/output shape holds.
Build70
- Matches AI through Video Generation, Agents, MCP
- Measured pace 5 stars/day, ×8.0 against the previous interval
- Part of "Creative AI" — 411 projects, early
Prototype a node around gflow-cli and check the input/output shape holds.
Build70
- Matches AI through Video Generation, Voice, Agents
- No measured delta yet — 18 stars/day is a lifetime average
- Part of "LLM Tooling" — 389 projects, early
Prototype a node around frametell and check the input/output shape holds.
Build69
- Matches AI through Video Generation, Agents, LLM Tooling
- Measured pace 10 stars/day, ×8.0 against the previous interval
- Part of "LLM Tooling" — 389 projects, early
Prototype a node around wind-comic and check the input/output shape holds.
Build69
- Matches AI through Agents, MCP, Open Source
- Measured pace 504 stars/day, ×5.1 against the previous interval
- Part of "Open Source" — 140 projects, early
Prototype a node around claude-seo and check the input/output shape holds.
Build69
- Matches AI through Agents, MCP, Agent Skills
- No measured delta yet — 74 stars/day is a lifetime average
- Seen on GitHub, Papers — 2 sources agree
- Part of "Agent Skills" — 120 projects, early
Prototype a node around nanoMuse and check the input/output shape holds.
Build69
- Matches AI through Agents, MCP, LLM Tooling
- No measured delta yet — 22 stars/day is a lifetime average
- Seen on GitHub, Hacker News — 2 sources agree
- Part of "LLM Tooling" — 389 projects, early
Prototype a node around hob and check the input/output shape holds.
Build69
- Matches AI through Agents, MCP, LLM Tooling
- No measured delta yet — 46 stars/day is a lifetime average
- Part of "LLM Tooling" — 389 projects, early
Prototype a node around RustXNG and check the input/output shape holds.
Build69
- Matches AI through Image Generation, Video Generation, Video Editing
- No measured delta yet — 3 stars/day is a lifetime average
- Part of "Video Editing" — 38 projects, early
Prototype a node around CreatorOS-Studio and check the input/output shape holds.
Test · 12Run it and compare
Test65
- Matches Roblox through Roblox
- No measured delta yet — 43 stars/day is a lifetime average
- Part of "Roblox" — 82 projects, early
Run roblox-ai-studio-agent against one real task and compare it with what we use now.
Test64
- Matches Roblox through Roblox
- Measured pace 5 stars/day, ×8.0 against the previous interval
- Part of "Roblox" — 82 projects, early
Run roblox-ts against one real task and compare it with what we use now.
Test64
- Matches Roblox through Roblox
- Measured pace 5 stars/day, ×8.0 against the previous interval
- Part of "Roblox" — 82 projects, early
Run Cmdr against one real task and compare it with what we use now.
Test64
- Matches Roblox through Roblox, Developer Tools
- No measured delta yet — 31 stars/day is a lifetime average
- Part of "Roblox" — 82 projects, early
Run roblox-ai-place-diff against one real task and compare it with what we use now.
Test64
- Matches Roblox through Roblox
- No measured delta yet — 23 stars/day is a lifetime average
- Part of "Roblox" — 82 projects, early
Run Roblox-Aimbot-Smooth-Tracking-Auto-Aim-Script-2026 against one real task and compare it with what we use now.
Test63
- Matches IT through Containers, Security, Self-hosted
- Measured pace 14 stars/day, ×8.0 against the previous interval
- Part of "Self-hosted" — 86 projects, mainstream
Run ProxmoxVE against one real task and compare it with what we use now.
Test63
- Matches Roblox through Game Dev, Game Assets, Motion
- No measured delta yet — 33 stars/day is a lifetime average
- Part of "Game Assets" — 5 projects, declining
Run blender-skills against one real task and compare it with what we use now.
Test63
- Matches AI through MCP, LLM Tooling
- Measured pace 203 stars/day
- Part of "LLM Tooling" — 389 projects, early
Run horizon against one real task and compare it with what we use now.
Test63
- Matches Roblox through Roblox
- No measured delta yet — 60 stars/day is a lifetime average
- Part of "Roblox" — 82 projects, early
Run Roblox-Account-Manager-Multi-Account-Tool-2026 against one real task and compare it with what we use now.
Test62
- Matches Roblox through Roblox, Game Dev, Agents
- Measured pace 79 downloads/day
- Part of "Roblox" — 82 projects, early
Run roblox-optimum against one real task and compare it with what we use now.
Test62
- Matches Roblox through Roblox, Game Dev, Agents
- No measured delta yet — 2 stars/day is a lifetime average
- Part of "Agent Skills" — 120 projects, early
Run roblox-skills against one real task and compare it with what we use now.
Test61
- Matches Roblox through Roblox
- Measured pace 4 stars/day, ×8.0 against the previous interval
- Part of "Roblox" — 82 projects, early
Run bloxstrap against one real task and compare it with what we use now.
Integrate · 12Evaluate it as a dependency
Integrate68
- Matches AI through Agents, Computer Use, LLM Tooling
- No measured delta yet — 308 stars/day is a lifetime average
- Part of "LLM Tooling" — 389 projects, early
Read AnyModelBot's API surface and decide whether it replaces anything we run.
Integrate67
- Matches AI through Agents, Computer Use, LLM Tooling
- No measured delta yet — 180 stars/day is a lifetime average
- Part of "LLM Tooling" — 389 projects, early
Read esp32-iphone-agent's API surface and decide whether it replaces anything we run.
Integrate66
- Matches AI through Agents, LLM Tooling, RAG
- Measured pace 5682k downloads/day
- Seen on GitHub, npm, PyPI — 3 sources agree
- Part of "LLM Tooling" — 389 projects, early
Read langchain's API surface and decide whether it replaces anything we run.
Integrate66
- Matches IT through DevOps, Containers, Databases
- Measured pace 48 stars/day, ×3.3 against the previous interval
- Part of "Self-hosted" — 86 projects, mainstream
Read databasus's API surface and decide whether it replaces anything we run.
Integrate66
- Matches AI through Image Generation, Video Generation, Audio
- Measured pace 10 stars/day, ×1.3 against the previous interval
- Part of "Lip Sync" — 4 projects, early
Read Maestro's API surface and decide whether it replaces anything we run.
Integrate66
- Matches AI through LLM Tooling, Developer Tools
- Measured pace 2.0k stars/day, ×8.0 against the previous interval
- Part of "LLM Tooling" — 389 projects, early
Read auto-ontology's API surface and decide whether it replaces anything we run.
Integrate66
- Matches AI through Agents, Computer Use, LLM Tooling
- No measured delta yet — 17 stars/day is a lifetime average
- Part of "LLM Tooling" — 389 projects, early
Read xiryn's API surface and decide whether it replaces anything we run.
Integrate66
- Matches AI through Agents, LLM Tooling, Automation
- No measured delta yet — 1.0k stars/day is a lifetime average
- Part of "LLM Tooling" — 389 projects, early
Read Mika's API surface and decide whether it replaces anything we run.
Integrate65
- Matches AI through Agents, Agent Skills, LLM Tooling
- Measured pace 1.6k stars/day
- Part of "LLM Tooling" — 389 projects, early
Read archify's API surface and decide whether it replaces anything we run.
Integrate65
- Matches IT through Containers, Databases, Observability
- Measured pace 5 stars/day, ×8.0 against the previous interval
- Part of "Databases" — 100 projects, mainstream
Read hyperdx's API surface and decide whether it replaces anything we run.
Integrate65
- Matches IT through Containers, Databases, Self-hosted
- No measured delta yet — 135 stars/day is a lifetime average
- Part of "LLM Tooling" — 389 projects, early
Read dossier's API surface and decide whether it replaces anything we run.
Integrate65
- Matches AI through Agents, LLM Tooling, Memory
- No measured delta yet — 67 stars/day is a lifetime average
- Part of "LLM Tooling" — 389 projects, early
Read cs329z-chinese's API surface and decide whether it replaces anything we run.
Content · 12Turn it into a post
Content55
- Matches AI through Localization
- No measured delta yet — 692 stars/day is a lifetime average
- Part of "Localization" — 29 projects, early
Draft a post from what ai-pose-gallery-zh does that nothing else did last month.
Content54
- Matches AI through Creative Automation
- Measured pace 2.0k mrr/day
Draft a post from what Dropkiller does that nothing else did last month.
Content53
- Matches IT through Developer Tools, Analytics
- No measured delta yet — 159 stars/day is a lifetime average
- Part of "Developer Tools" — 315 projects, early
Draft a post from what RemoveMacAI does that nothing else did last month.
Content51
- Matches AI through Visual Workflow
- No measured delta yet — 102 upvotes/day is a lifetime average
- Part of "Visual Workflow" — 16 projects, early
Draft a post from what Synter Canvas does that nothing else did last month.
Content50
- Matches AI through Open Source
- No measured delta yet — 248 stars/day is a lifetime average
- Part of "Open Source" — 140 projects, early
Draft a post from what gridcraft does that nothing else did last month.
Content50
- No measured delta yet — 0 upvotes/day is a lifetime average
- Part of "Ads" — 50 projects, emerging
- Still early: 3 upvotes so far
Draft a post from what VX-One: Typed, Calibrated Decision Heads for Real-Time Perimeter Triage - An empirical study of unknown-attack honesty, cascade gray zones, and calibration under drift does that nothing else did last month.
Content49
- Matches AI through Automation
- No measured delta yet — 0 stars/day is a lifetime average
- Part of "Workflow" — 130 projects, early
Draft a post from what rank-math-api-manager does that nothing else did last month.
Content49
- Matches AI through Localization
- No measured delta yet — 61 likes/day is a lifetime average
- Part of "Localization" — 29 projects, early
Draft a post from what Unlimited-OCR-2 does that nothing else did last month.
Content49
- Matches AI through Localization
- No measured delta yet — 3 upvotes/day is a lifetime average
- Part of "Localization" — 29 projects, early
- Still early: 6 upvotes so far
Draft a post from what RoboTryOn: Synthesizing Dexterous Robot Demonstrations from Human Videos via Virtual Try-On does that nothing else did last month.
Content48
- Matches AI through Developer Tools
- Measured pace 169 upvotes/day
- Part of "Developer Tools" — 315 projects, early
Draft a post from what OpusClip 4.0 does that nothing else did last month.
Content47
- Measured pace 2.0k mrr/day
- Part of "Ads" — 50 projects, emerging
Draft a post from what Project A does that nothing else did last month.
Content46
- Matches AI through Localization
- Measured pace 0 mrr/day
- Part of "Localization" — 29 projects, early
- Still early: 0 mrr so far
Draft a post from what Linguana does that nothing else did last month.
Watch · 12Keep it on the radar
Watch54
- Matches IT through Security
- No measured delta yet — 32 likes/day is a lifetime average
- Part of "Security" — 49 projects, mainstream
Keep OffsecCyber on the radar and revisit when it has measured history.
Watch52
- Matches IT through Security
- No measured delta yet — 6 likes/day is a lifetime average
- Part of "Security" — 49 projects, mainstream
Keep HolyCyber on the radar and revisit when it has measured history.
Watch51
- Matches IT through Security
- No measured delta yet — 27 points/day is a lifetime average
- Part of "Security" — 49 projects, mainstream
Keep What cryptography book do you recommend for reading with 10 year olds? on the radar and revisit when it has measured history.
Watch50
- Matches IT through Security
- Measured pace 0 mrr/day, ×8.0 against the previous interval
- Part of "Security" — 49 projects, mainstream
- Still early: 7 mrr so far
Keep 2FA Authenticator on the radar and revisit when it has measured history.
Watch49
- Matches IT through Security, Open Source
- No measured delta yet — 21 upvotes/day is a lifetime average
- Part of "Open Source" — 140 projects, early
Keep Secret Key on the radar and revisit when it has measured history.
Watch48
- Matches AI through Open Source
- No measured delta yet — 361 stars/day is a lifetime average
- Part of "Open Source" — 140 projects, early
Keep free-my-tv on the radar and revisit when it has measured history.
Watch48
- No measured delta yet — 2 upvotes/day is a lifetime average
- Still early: 10 upvotes so far
Keep GameVerse: A Minute-Scale Gameplay Dataset for Long-Horizon Interactive World Modeling on the radar and revisit when it has measured history.
Watch47
- Matches AI through Open Source
- No measured delta yet — 602 stars/day is a lifetime average
- Part of "Open Source" — 140 projects, early
Keep wordcraft on the radar and revisit when it has measured history.
Watch47
- Matches IT through Security
- No measured delta yet — 102 points/day is a lifetime average
- Part of "Security" — 49 projects, mainstream
Keep Security advisory: Critical remote code execution vulnerabilities, update now on the radar and revisit when it has measured history.
Watch46
- Matches IT through Security
- Measured pace 0 mrr/day
- Part of "Security" — 49 projects, mainstream
- Still early: 0 mrr so far
Keep Stoïk on the radar and revisit when it has measured history.
Watch46
- Matches AI through Open Source
- No measured delta yet — 899 stars/day is a lifetime average
- Part of "Open Source" — 140 projects, early
Keep anatomy on the radar and revisit when it has measured history.
Watch46
- Matches AI through Open Source
- No measured delta yet — 550 stars/day is a lifetime average
- Part of "Open Source" — 140 projects, early
Keep pdfcraft on the radar and revisit when it has measured history.
Effort is an estimate, not a measurement: the radar can see whether something is open and runnable and how large it already is, and nothing else about how hard it would be to adopt. Headroom inside the Opportunity score is likewise an approximation built from attention already collected and tag crowding — the brief asks for a saturation indicator, and this is the honest version of one.
