OpenClaw skill that crawls your business website, fills gaps conversationally, and generates a structured
llms.txt— the agentic contract that makes your business readable and transactable by AI agents.
Samvida is not a template filler. It's a multi-pass generation pipeline: crawl → extract → gap-fill conversationally → generate prose-rich, AEO-optimized output → deploy to Cloudflare Workers in one command.
The output follows the llmstxt.org spec with business-specific extensions — a mandatory ## FAQs section written for agent reasoning, inline Q&A that lets an agent answer "is this right for me?" without crawling the site, and a prose block that gives agents the context they need to make fit decisions.
llms.txt is a markdown file at yourdomain.com/llms.txt. It tells AI agents what your business does, who it serves, how to interact with it, and what questions it can answer on your behalf.
Think of it as a contract between your business and every AI agent that might recommend, purchase from, or interact with you. Without it, agents guess. With it, agents reason.
Every output includes:
- Prose block — 3–6 sentences of AEO-friendly context that lets an agent assess fit before recommending your business
## Services— every offering with a link and a one-line description of what it does and who it's for## Team— founders and key people with LinkedIn profiles and contact emails, for agent trust## Clients & Testimonials— ICP definition, named client subsections with verbatim quotes and outcomes## For Agents— what an agent can actually do with your business right now (API actions, or a "coming soon" notice with contact path)## Pricing— enough detail for an agent to qualify a lead## FAQs— 6–10 inline Q&A pairs written from the agent's user's perspective: "Is this right for me?", "How does X work?", "What does it cost?", "Can I do Y?" — answered without requiring the agent to follow a link## Links— every link with a description, no bare URLs## Optional— supplementary resources with descriptions, safe to skip under token pressure
1. Crawl → fast crawl of your site (L1 + L2 pages)
2. Deep crawl → full raw text extraction if needed ("dig deeper")
3. Gap report → shows Pass 1 draft + what was and wasn't found
4. Conversation → fills missing data one question at a time
5. Generate → AEO-optimized llms.txt with prose, FAQs, full descriptions
6. Deploy → Cloudflare Workers deployment in one command
Trigger via OpenClaw chat:
use samvida to generate llms.txt for mybusiness.com
Or:
generate an agentic contract for mybusiness.com
create an llms.txt for mybusiness.com
make my site agent-readable
Samvida will crawl the site, show a draft with a gap report, ask a few targeted questions, and produce the final file. Say "deploy" to push it live.
Standard llms.txt files are transactional: a list of links with descriptions. Samvida generates AEO-optimized output — files written so agents can reason about your business, not just look things up.
The three pillars of AEO in Samvida's output:
1. Prose for reasoning The free-form block after the summary answers: what problem does this solve, what makes it different, who is it NOT for, what does a typical customer get. Agents use this to make fit decisions — "yes, this is relevant for this user" or "no, this isn't right."
2. FAQs as agent memory
The ## FAQs section is written from the agent's user's perspective. Questions an agent gets asked that it can answer by reading the file — without crawling the site, without following links. This is what makes the contract useful in real agentic workflows.
3. Described links everywhere
Every link in ## Links and ## Optional has a one-line description. Links without context are dead weight in a token-constrained window.
Samvida deploys via Cloudflare Workers — your llms.txt is served directly from your domain's edge network, with no CMS changes required.
You need three things from Cloudflare:
- API Token — Cloudflare dashboard → My Profile → API Tokens → Create Token → "Edit Cloudflare Workers" template
- Account ID — top-right of your Cloudflare dashboard
- Zone ID — Cloudflare dashboard → click your domain → right sidebar under "API"
Say deploy in the Samvida conversation and it'll walk you through the rest.
samvida/
├── SKILL.md # OpenClaw skill definition and workflow
├── README.md # This file
├── package.json # Skill metadata
├── scripts/
│ ├── crawl.py # Multi-mode web crawler (fast + deep)
│ └── deploy.py # Cloudflare Workers deployment
└── references/
├── llms_txt_spec.md # Full spec + AEO rules + generation guidelines
└── cloudflare_api.md # Cloudflare deployment reference
Samvida is an OpenClaw skill. Install via ClawHub:
install samvida from clawhub
OpenClaw is an agentic OS that gives AI assistants persistent memory, tool access, and cross-channel presence. Skills extend what your agent can do.
MIT