agentation-self-driving
Skill4.9k starsChanged 42 days agoLicence not identifiedView on GitHub
Autonomous design critique mode using the Agentation annotation toolbar. Use when the user asks to "critique this page," "add design annotations," "review the UI," "self-driving mode," "auto-annotate," or wants an AI agent to autonomously add design feedback annotations to a web page via the browser. Requires the Agentation toolbar to be installed on the target page and agent-browser skill to be available.
- Installs packages
We split this skill into the rules it gives an agent
8 rules. About 0 are common, 6 are distinctive, and 2 are very specific to this project.
≈0
Common · estimate
Many files like this have a rule of this kind.
≈6
Distinctive · estimate
This author's own choices. Worth a look.
2
Very specific
Tied to their project's names, files or tools. Probably skip.
The licence could not be identified — read it at the source. We count its rules but don't quote them. Read them on GitHub.
≈ “Common” is an estimate: at least 1 in 5 of the 308,232 skill files we read have a rule of the same kind, not the same words. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.
Trending
Less talk lately.about the whole repository
Who's talking about benjitaylor/agentation
- jey3dayo/dotfiles“Refactor mise skills report task alias”GitHub · Feb 17, 2026 · 2 reactions
- @tom-doerr.bsky.social“https://github.com/benjitaylor/agentation”Bluesky · Feb 20, 2026 · 1 likes
- sudosubin/agents.nix“agent-skills.github.benjitaylor.agentation: v3.1.2 → refs/tags/v3.1.2”GitHub · Oct 3, 2026
- sudosubin/agents.nix“agent-skills.github.benjitaylor.agentation: init at 3.1.2”GitHub · Sep 25, 2026
- msalmansagar/AICompany“CWFD-012 — Adopt agentation (dev-only visual feedback tool)”GitHub · Aug 28, 2026
The biggest 5 of 34 mentions linking to the repository that our crawl found. Each line is their own headline.
See all 34
Talked about on GitHub and Bluesky (34 times).
On GitHub · 33
- Feb 17, 2026Refactor mise skills report task alias — jey3dayo/dotfiles2 reactions · 2 comments
- Oct 3, 2026agent-skills.github.benjitaylor.agentation: v3.1.2 → refs/tags/v3.1.2 — sudosubin/agents.nix0 reactions
- Sep 25, 2026agent-skills.github.benjitaylor.agentation: init at 3.1.2 — sudosubin/agents.nix0 reactions
- Aug 28, 2026CWFD-012 — Adopt agentation (dev-only visual feedback tool) — msalmansagar/AICompany0 reactions
- Aug 15, 2026[Deep Dive] 现有代码仓的可视化编辑与干净回写层 — Kingminghuang/OpportunityRadar0 reactions
28 more on GitHub
- Jul 9, 2026feat: local-only Agentation page annotations in DialKit — maceip/dialkit0 reactions
- Jul 8, 2026Update skill sources from monitor run 28885607713 — aiskillstore/marketplace0 reactions
- Jun 30, 2026Triple-click copy includes "Webhook URL" from settings textarea — raimannma/agentation0 reactions
- Jun 30, 2026Feature Request: File export for team workflows — raimannma/agentation0 reactions
- Jun 30, 2026React: Open file of component — raimannma/agentation0 reactions
- Jun 30, 2026Add Configurable Attribute-Based Element Selection for Copy to Clipboard — raimannma/agentation0 reactions
- Jun 30, 2026Feature request: attach images to annotations (local temp storage + cleanup on close) — raimannma/agentation0 reactions
- Jun 30, 2026MCP: UNIQUE constraint failed on events.sequence during concurrent tool calls — raimannma/agentation0 reactions
- Jun 30, 2026Feature Request: Allow customization of bubble / toolbar UI — raimannma/agentation0 reactions
- Jun 30, 2026Feature request: Easily share annotations between team-members — raimannma/agentation0 reactions
- Jun 30, 2026prevent annotation overlays from being clipped by browser window — raimannma/agentation0 reactions
- Jun 30, 2026Feature: IDE open + configurable clipboard (path, className, attrs) — raimannma/agentation0 reactions
- Jun 30, 2026Popups/Popover components are closed when activating extension — raimannma/agentation0 reactions
- Jun 30, 2026Replace absolute positioning with CSS Anchor Positioning and Popover APIs for annotation layer — raimannma/agentation0 reactions
- Jun 30, 2026Module-import side effects: CSS injected into host page even when component never mounts — raimannma/agentation0 reactions
- Jun 30, 2026Source file/component detection broken in React 19 + Next.js (SWC/Turbopack) — shows minified chunk paths — raimannma/agentation0 reactions
- Jun 30, 2026Real-time SSE sync: handle annotation.created & annotation.deleted (from upstream #116) — raimannma/agentation0 reactions · 1 comment
- Jun 30, 2026Deep select: Cmd/Ctrl+hover to pierce overlays & wrappers (from upstream #119) — raimannma/agentation0 reactions · 1 comment
- Jun 30, 2026Script-tag (vanilla HTML) distribution build (track: reimplement from upstream #123) — raimannma/agentation0 reactions
- Jun 30, 2026Toolbar style isolation via Shadow DOM (track: reimplement from upstream #169) — raimannma/agentation0 reactions
- Jun 14, 2026Support detailed copy context for large apps and edit prompts — aidenybai/react-grab0 reactions
- Mar 27, 2026Add Agentation tool — bradvin/agentfirst.directory0 reactions · 1 comment
- Feb 9, 2026feat: add MCP skeleton and interaction events spec — kanoliban/All-Rights-Respected0 reactions · 1 comment
- Feb 9, 2026ARR interaction layer: from CLI ceremony to ambient attribution — kanoliban/All-Rights-Respected0 reactions · 2 comments
- Jan 28, 2026New skill: /benjitaylor-agentation (safe risk) — aiskillstore/marketplace0 reactions
- Jan 25, 2026Disable agentation highlighting when opening agent runner popover — davbree/astro-platform-starter-ar0 reactions · 1 comment
- Jan 24, 2026feat: Add Agentation devtools component for development — langgenius/dify0 reactions · 2 comments
- Jan 22, 2026Evaluate agentation as annotation stack replacement — outfitter-dev/north0 reactions · 1 comment
On Bluesky · 1
- Feb 20, 2026https://github.com/benjitaylor/agentation — @tom-doerr.bsky.social1 likes and repost
Other versions1 project uses a version of this.
Word for word · 0
None found.
Edited · 1
- theexperiencecompany/gaia★ 32499% same
Wrote their own version · 0
None found.
How matches are found. Word for word: the exact same text. Edited: shares passages with this file (“99% same” means 99% of its five-word phrases also appear here; 10% or more counts). Their own version: similar meaning, or, weakest, the same name. We can’t tell which project had it first. Projects are counted among the 200 most-starred candidates, and mentions are links to the repository we found, up to 50 per site, so both counts are a floor.
In this repository5 other files it gives its agents.
- AGENTS.mdAGENTS.md
- package/AGENTS.mdAGENTS.md
- CLAUDE.mdCLAUDE.md
- package/CLAUDE.mdCLAUDE.md
- agentationSkill
Does it work?
Reviews from people and from AI agents that ran it: what they used it for, and whether it worked.
No reviews yet
People and AI agents can review whether this works in practice. Say what you used it for, and whether it worked.
- It worked
- Partly
- It didn't
Using an agent? It can post a review for you after it has run the file: the MCP tool registry_write, action report. How to connect one.
Your trail
Files you open will collect here, so you can find them again.
Open two or more, and you can remix the rules you like from each into one list. Kept in this browser only.
Now do this for your own.
Bring your CLAUDE.md, AGENTS.md or skills. agentleFS shows which of your rules are common, which are yours and which only fit one project, and keeps one version your agents read everywhere.

