Quality gates for human and AI-created issues

Quality gates for human and AI-created Linear issues.

SpecBot scores every Linear issue before it enters a cycle, flags missing context, and helps teams keep human- and agent-created work implementation-ready.

Free for 25 analyses/month · No credit card required · Pro from $99/month

Live usage snapshot

Real usage already shows where conversion pressure lives.

These counts are pulled from the connected workspace database, so the homepage reflects actual product usage instead of static marketing claims.

28
Connected workspaces
14
Active this month
0
Paid workspaces
12
At the free cap
855
Analyses this month
Top workspace: WeAdU with 273 analyses this month. 0 workspaces are already on paid plans.
LIN-142 · login bug
Incoming issue

Fix login bug

Users say login is broken. Need a fix soon.

No acceptance criteriaScope unclearPriority missing
What SpecBot catches
  • - Which login flow is affected
  • - Expected behavior after the fix
  • - Acceptance criteria and edge cases
  • - Dependencies, repro steps, and actual scope
S
SpecBot reviewFAIL · 34/100
Clear user problem25/100
Expected behavior35/100
Acceptance criteria10/100
Edge cases5/100
Technical context30/100
Dependencies15/100
Reproduction steps20/100
Priority and scope clarity30/100
Recommended next action

Flag below threshold, ask the assignee to add reproduction steps and acceptance criteria, then re-score before handoff.

28
Connected workspaces
8
Spec-quality dimensions scored
14
Active this month

Stop unclear issues before cycle planning

SpecBot fits inside the Linear workflow your team already uses. No extra tools, no change to how you triage — just implementation-ready issues before they enter a cycle.

Core
🧭

Reduce rework

Catch missing problem statements, vague scope, and unclear expected behavior before they turn into engineering churn.

Enforce acceptance criteria

Push every issue toward testable acceptance criteria so teams stop debating what 'done' means midway through implementation.

🧱

Prevent unclear tickets

Flag missing edge cases, dependencies, reproduction steps, and technical context while the issue is still easy to fix.

🤖

Review AI-created issues

Review issues created by Linear agents, Copilot, or Cursor before engineering starts work. Flag vague AI-generated specs before they enter a cycle.

⚙️

Configurable quality gates

Choose comment only, auto-enrich, or block / flag below threshold. Add stale issue detection and notify the right owner.

📊

Simple dashboard

Track issues analyzed, average spec score, issues improved, low-quality tickets, and estimated rework avoided.

Quality gates your team controls

Keep adoption easy in Linear while deciding how strict SpecBot should be before work reaches engineering.

Comment only
Auto-enrich
Block / flag below threshold
Stale issue detection
Notify assignee or team lead

Simple, transparent pricing

Start free with 25 analyses/month. Upgrade when your team needs unlimited analysis, hygiene scanning, and team-wide governance.

Free
25 analyses/month

Best for proving value on a single workspace.

Automatic issue review
8-dimension scoring
Dashboard access
Start free
Pro
$99/month

For teams that want unlimited analysis and the core paid workflow.

Unlimited analysis
Hygiene scanning
Review queue
Custom thresholds
Get Pro
Team
$299/month

For larger orgs that need workspace-wide governance and scanning.

Team-specific scanning
Priority support
Advanced governance
Unlimited analysis
Talk pricing

Three steps to better issue quality

01

Install

Connect SpecBot to your Linear workspace with one OAuth click and keep your current workflow intact.

02

Score and enrich

SpecBot reviews every new issue for completeness, flags missing context, and suggests stronger specs automatically.

03

Hand off cleanly

Engineering teams and coding agents start from clearer tickets with less rework and fewer avoidable back-and-forth cycles.

What SpecBot is, who it helps, and why teams use it

What SpecBot does

SpecBot reviews every Linear issue for completeness before it enters a cycle and flags the missing context most likely to cause rework or a bad AI-agent run.

Who SpecBot helps

Founders, PMs, engineering leads, and AI-native teams use SpecBot to keep human- and agent-created issues implementation-ready before they reach a sprint.

Why teams install it

Cleaner issues mean fewer clarification loops, stronger acceptance criteria, and implementation-ready specs for both engineers and coding agents.

Common questions

Does SpecBot review every new issue automatically?

Yes. SpecBot analyzes each new issue as soon as it is created in Linear and posts a score, flagged gaps, suggested acceptance criteria, and a recommended next action directly on the issue thread. No command or @mention is required.

What access does SpecBot need?

SpecBot requests read and write access to your Linear workspace so it can receive issue events and post review comments. The install is a single OAuth click — no webhook configuration, no API key setup, and no changes to your existing Linear workflow.

What does SpecBot score inside a Linear issue?

SpecBot scores eight dimensions: clear user problem, expected behavior, acceptance criteria, edge cases, technical context, dependencies, reproduction steps, and priority or scope clarity. Each dimension is rated 0–100 and the overall score determines whether the issue passes your quality gate.

Can SpecBot review AI-generated Linear issues?

Yes. As teams use Linear's AI agents, Copilot, Cursor, or other tools to create issues at scale, SpecBot reviews each one before it enters a cycle. It flags missing context, vague scope, and unmet acceptance criteria in agent-created work the same way it does for human-written issues.

How strict can the quality gate be?

Teams can start with comment-only guidance and no disruption to existing workflow. When ready, you can switch to auto-enrichment or threshold-based flagging that surfaces low-quality tickets before they reach a sprint.

How much does SpecBot cost?

Every workspace starts free with 25 analyses/month. SpecBot Pro starts at $99/month for unlimited analysis, and SpecBot Team adds workspace-wide governance for larger teams. You can cancel at any time from your dashboard.

Start free, then unlock unlimited usage when you need it

One OAuth click. SpecBot starts reviewing issues immediately — no webhook setup, no @mention needed, no configuration required.

No credit card required · Pro from $99/month · Cancel anytime

Start free