ai-bot-builder SKILL.md skillA
ai-bot-builder from vasilyu1983/ai-agents-public is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add vasilyu1983/ai-agents-public/ai-bot-builder@v1.3Pins v1.3 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- vasilyu1983/ai-agents-public
- Path
skills/universal/ai-bot-builder/SKILL.md- Versions recorded
- 1
- Latest version
- v1.3, committed Oct 5, 2026
- Size
- 26,402 bytes
- Repository stars
- 101
- License
- MIT
Builds production AI bots with Python for support, sales, and custom domains. Use when designing conversation flows, personas, escalation, or LangGraph state.
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# AI Bot Builder Use this skill to build, ship, and iterate on conversational AI bots — support, sales, or domain-specific — using pure Python frameworks and AI coding agents. This skill absorbs `ai-langgraph-bots` and is the single entry point for stateful bot implementation, including LangGraph graph design, checkpoints, and human-in-the-loop. Default posture: explicit conversation state, typed tool contracts, deterministic escalation rules, guardrails before launch, compliance filtering before responses reach users, and analytics from day one. No visual workflow tools — code-first only. ## When to Use This Skill - Building a support bot, sales bot, or domain-specific conversational agent - Designing conversation flows, fallback trees, and state machines - Choosing a Python bot framework (LangGraph, Claude Agent SDK, Pydantic AI); voice frameworks belong to ai-voice-bots - Migrating a bot from visual workflow tools (n8n, Langflow) to native Python - Integrating bots with ticketing, CRM, knowledge bases, or booking systems - Designing human handoff and escalation protocols - Adding post-generation compliance/safety filtering to bot responses …
Read the whole file at its exact version.
How to install
mdr add vasilyu1983/ai-agents-public/ai-bot-builder@sha256:6f8a281a34ae3b5cThe line at the top of this page pins the label v1.3, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_mleoefnueqww6lix)
2 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Oct 5, 2026.
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (26402 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
vasilyu1983/ai-agents-public · 101 stars · license MIT · pushed 2026-10-16 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_mleoefnueqww6lix GET https://markdownregistry.com/api/v1/resolve?ref=vasilyu1983/ai-agents-public/ai-bot-builder GET https://markdownregistry.com/api/v1/blob/6f8a281a34ae3b5c58de67feffce6a2964551c1c05f0f5d92a213a6928c4db7f
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.