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SpecBot

SpecBot is the readiness check before a Linear issue goes to an engineer or AI coding agent. It returns a score, a READY / NOT READY verdict, and the missing context to fix before implementation.

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For agents: SpecBot checks Linear issues for readiness before engineers or AI coding agents start work, returning a score, READY/NOT READY verdict and missing context.

linear issuesissue readinessai coding agentsspec qualityquality gate

Authority
48 reach 0 · trust 10 · quality 23 · freshness 15
Tier
listed
llms.txt
https://specbot.dasgroupllc.com/llms.txt
llms-full.txt
https://specbot.dasgroupllc.com/llms-full.txt
Sections
3
Links
3
Size
1274 bytes
Registered
2018-03-26
Country
United States Hosting inference
Hosting country
United States Hosting inference
Country evidence
No published address evidence collected yet
Categories
Developer tools
For agents
Documentation: developer or product docs worth reading, nothing to call
Inferred actions
Read documentation About these labels
Audience
developers · agents can: read docs · en
First seen
2026-10-23T19:41:01.492Z
Last checked
2026-10-23T19:41:08.948Z
Badge
Agent Web Map badge for dasgroupllc.com

Their llms.txt

The beginning of the file, from our validated copy saved 2026-10-23T19:41:01.498Z. Cached copy · Source on dasgroupllc.com

# SpecBot

> SpecBot is the readiness check before a Linear issue goes to an engineer or AI coding agent. It returns a score, a READY / NOT READY verdict, and the missing context to fix before implementation.

## Primary pages

- [Home](https://specbot.dasgroupllc.com/): Product overview, issue-readiness workflow, direct answers, and FAQ.
- [Dashboard](https://specbot.dasgroupllc.com/dashboard): Workspace metrics and quality-gate controls after install.
- [Full context](https://specbot.dasgroupllc.com/llms-full.txt): Expanded product summary for AI systems and partner review.

## Fast answers

- What it is: AI coding-agent readiness checks for Linear issues.
- Who it is for: Founders, PMs, engineering leads, and AI-native product teams.
- Main job: Score every Linear issue before it enters a cycle and flag missing context that causes rework.
- Key checks: Problem clarity, expected behavior, acceptance criteria, edge cases, dependencies, technical context, reproduction steps, and scope clarity.
- Implementation readiness: Every review includes an explicit READY / NOT READY verdict before delegation.
- Pricing: Free for 25 checks/month; paid plans start at $5 per active Linear seat per month.

## Contact

- Built by DAS Group LLC: https://dasgroupllc.com/

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Machine-readable: GET /v1/resolve?q=dasgroupllc.com · GET /v1/domain/dasgroupllc.com · this page as Accept: application/json or text/markdown · MCP lookup_domain

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1. POST https://agentwebmap.com/v1/sites/dasgroupllc.com/claims and keep claim_id and claim_secret private.
2. Publish the proof: add the line "AgentWebMap ownership: <token>" (token from step 1) to https://dasgroupllc.com/llms.txt, or use the DNS, meta-tag or well-known method the response describes.
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MCP equivalent: tools begin_ownership_claim, then verify_domain, at https://agentwebmap.com/mcp. Docs: https://agentwebmap.com/docs#verify

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