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Speclintai
Last updated: May 19, 2026
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Speclintai

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4.0|0 Comments|0 Saved
Introduction:
Speclint optimizes GitHub issues for better coding outcomes.
Launch Date:
February 28, 2026
Monthly Visits:
--
Inputs:
TextAPI
Outputs:
Text
Supported Languages:
EN
AI Models:
CursorCodexClaude Code
Website
Free
💼Work🎨Creativity
Ai Code Review11Ai Github Tools7AI Development Tools411
Speclintai website screenshot showing Speclint optimizes GitHub issues for bet... interface and features
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Speclintai Overview

What is Speclintai?

Speclintai is an innovative tool designed to enhance the quality of specifications before they are processed by AI coding agents. By scoring every GitHub issue based on its completeness and clarity, Speclint ensures that only well-defined specifications lead to successful code outputs. This proactive approach helps prevent the shipping of broken code, making it easier for development teams to deliver high-quality software efficiently. Speclintai offers a free tier for users to try its capabilities without any commitment.


How to use Speclintai?

  1. Install Speclint: Integrate Speclint with your GitHub repository by adding the provided YAML configuration file. This enables automatic scoring on issue creation and edits.
  2. Create a GitHub Issue: Open or edit an issue in your GitHub repository. Speclint will automatically score the issue based on its completeness.
  3. Review the Score: Check the completeness score provided by Speclint. If the score is below your set threshold (default is 70), Speclint will comment on what’s missing.
  4. Fix the Specification: Modify the issue based on Speclint's feedback. You can also request Speclint to rewrite the failing parts for you.
  5. Rescore and Label: After making changes, Speclint will automatically rescore the issue. If it passes the threshold, it will label the issue as 'agent_ready', making it available for your coding agents.

What are the main features of Speclintai?

  • Automated Scoring[1]: Scores GitHub issues[2] across five dimensions to evaluate completeness and clarity.
  • Real-time Feedback[3]: Provides immediate feedback on specifications, allowing for quick adjustments.
  • Rewrite Capability: Offers an API to automatically rewrite specifications that fail to meet standards.
  • Integration with Coding Agents: Works seamlessly with AI coding agents like Cursor, Codex, and Claude Code to ensure they receive high-quality specs.
  • Open Source: The scoring engine and GitHub Action are open source, allowing for community contributions and audits.

Who is Speclintai for?

Speclintai is tailored for development teams and software engineers who utilize AI coding agents in their workflows. It is particularly beneficial for teams that frequently create GitHub issues and require high-quality specifications to minimize coding errors and rework. Additionally, project managers and product owners looking to enhance their specification quality will find Speclintai useful in streamlining their development processes.


What are the use cases of Speclintai?

  1. Improving Specification Quality: Teams can use Speclint to ensure that all specifications meet predefined quality standards before being processed by AI coding agents.
  2. Reducing Development Time: By catching issues early in the specification phase, Speclintai helps to significantly reduce the time spent on rework and debugging.
  3. Enhancing Collaboration: Speclint facilitates better communication among team members by providing clear feedback on specification deficiencies, promoting a more collaborative development environment.

Speclintai Pros and Cons

Pros

  • Automated Spec Scoring: Speclint automatically scores GitHub issues based on completeness, ensuring that only well-defined specs are picked up by coding agents.
  • Instant Feedback and Fixes: The tool provides immediate feedback on specs and can rewrite them automatically, reducing the time spent on revisions.
  • Open Source and Free Tier: Speclint is open source under the MIT license and offers a free tier, allowing users to try it without any financial commitment.

Cons

No cons data detected for this tool

Speclintai Pricing

Free

Contact Us

Kick the tires. No credit card.

Lite

$9/month

When you want the full rewrite, not just the preview.

Solo

$29/month

For devs running agents daily.

Team

$79/month

For teams where bad specs cost real money.

For the latest pricing, please visit this link: https://speclint.ai/#pricing

Prices are subject to change. Please visit the official website for the most up-to-date pricing information.

Speclintai Reviews

We spent weeks debugging agent rework before realizing the specs were the problem. $29/month on spec quality eliminated most of that rework.

Writing for Speclint's linter forced us to answer: why does this feature matter? That's not a linting rule — that's product thinking.

For more reviews, visit this link: https://speclint.ai/#reviews

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Speclintai Q&A

Speclint scores your specs based on five dimensions that map to specific failure modes: has measurable outcome, has testable criteria, has constraints, no vague verbs, and has verification steps. Each dimension contributes to a completeness score from 0 to 100.

For more FAQs, please visit this link: https://speclint.ai/#faq

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Speclintai Tags

GitHub IntegrationSpec ScoringSpec RewriteQuality GateAI Coding AgentsOpen Source

Also used for

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SpeclintaiFreemium
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