Stop feeding vague specs to AI coding agents
SpecBot analyzes every issue in your Linear workspace, scores Codex-readiness, enriches specs automatically, and takes action — so your coding agents stop guessing and start shipping.
No credit card required. Works with any Linear workspace.
fix the login bug
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Everything your backlog needs
SpecBot watches your Linear workspace 24/7 and takes action the moment an issue is created.
Spec Analysis
Scores every issue 0-100 for AI-readiness. Flags missing acceptance criteria, context, and repro steps.
Auto-Comment
Posts suggestions directly on the issue as a comment. Engineers see exactly what's missing without leaving Linear.
Autonomous Triage
Auto-assigns based on expertise and load. Links related issues. Cleans up stale backlog items with reasoning.
Sprint Prediction
Flags issues likely to slip before they do. Detects overloaded engineers. Weekly risk digests.
Codex-Ready Scoring
Purpose-built rubric for AI coding agents. Measures exactly what Codex, Copilot, and Cursor need to succeed.
Configurable Rules
Toggle auto-comment, auto-apply, stale detection. Set confidence thresholds. You're always in control.
Three clicks to better specs
Install
Connect SpecBot to your Linear workspace with one OAuth click.
Create issues
Work as usual. SpecBot analyzes every new issue in real-time.
Ship faster
Better specs mean fewer cycles wasted. Your AI agents and engineers both win.
Ready to stop guessing?
Install SpecBot in under 30 seconds. Your first 14 days are free — no credit card, no commitment.
Install on Linear