Linear Specification Sourcing
Detailed specs for every Linear issue.
Automatically.
SpecSource.ai researches your Linear issues and writes detailed specifications — with root cause analysis, code context, and everything a developer needs to start fixing.
No credit card required
Integrates with your ticket tracker
Issues without
context are useless
An issue that says 'TypeError in checkout' helps nobody. Developers need the stack trace, the relevant code, recent changes, and any prior discussion to actually fix the issue.
Every specification arrives complete
SpecSource.ai researches your Linear issues, pulls related source files and PRs from GitHub, finds Slack threads — and enriches each issue with a detailed specification your team can act on immediately.
How It Works
From bare ticket to detailed specification
Connect Linear
Authorize Linear via OAuth. Add Sentry, GitHub, and Slack for richer context.
Context is gathered
When a new Linear issue arrives, SpecSource.ai checks Sentry for related errors, pulls relevant code, and surfaces Slack discussions.
Your issue gets a full specification
A detailed specification is written back to your Linear issue — with root cause analysis and all the context attached.
Features
Better specifications, zero effort
Auto-generated specifications
Every issue gets a detailed specification with structured context — no manual copy-pasting between tools.
Duplicate detection
Matches new issues against existing Linear issues using semantic similarity. One root cause, one spec.
Code context included
Relevant files, recent PRs, and commits are attached automatically — so the developer sees what changed.
AI-agent friendly
Specifications are structured so AI coding agents like Claude or Cursor can parse and act on them directly.