Dec 16, 2025 • 2 min read

Issue Templates That Guide AI Assistants

Part 4 of the Agent-Ready Development Series

The Vague Issue Problem

I used to create issues like this:

Title: Login broken
Body: Users can't login. Please fix.

Then I’d wonder why AI assistants (and teammates) kept asking clarifying questions.

The issue contains almost no actionable information:

Which users? All of them?
What happens when they try?
What should happen?
When did this start?
What’s the priority?

Garbage in, garbage out. If your issues are vague, your AI assistant’s attempts to solve them will be too.

Issues as Contracts

Think of an issue as a contract. It specifies:

What needs to happen
Why it matters
How success is measured
Context needed to understand it

When issues contain this information, AI assistants can:

Start working immediately without clarification
Make appropriate decisions about scope
Know when they’re done
Reference the issue in commits and PRs

The Issue Template System

GitHub supports multiple issue templates. Here’s the structure I use:

.github/
└── ISSUE_TEMPLATE/
    ├── bug_report.md
    ├── feature_request.md
    ├── technical_debt.md
    ├── documentation.md
    └── config.yml

Let’s build each one.

Bug Report Template

<!-- .github/ISSUE_TEMPLATE/bug_report.md -->
---
name: Bug Report
about: Report a bug to help us improve
title: '[BUG] '
labels: 'bug, needs-triage'
assignees: ''
---

## Bug Description

<!-- A clear, concise description of the bug -->

## Steps to Reproduce

1. Go to '...'
2. Click on '...'
3. Scroll down to '...'
4. See error

## Expected Behavior

<!-- What should happen? -->

## Actual Behavior

<!-- What actually happens? -->

## Environment

- **Browser/Device**: <!-- e.g., Chrome 120, iPhone 15 -->
- **OS**: <!-- e.g., Windows 11, macOS Sonoma -->
- **App Version**: <!-- e.g., v2.1.0, commit abc123 -->
- **User Role**: <!-- e.g., Admin, Free User, Guest -->

## Error Messages

<!-- Copy paste any error messages, stack traces, or console output -->

Paste error here


## Screenshots/Videos

<!-- If applicable, add visual evidence -->

## Additional Context

<!-- Any other relevant information -->
- Did this work before? When?
- Does it happen consistently or intermittently?
- Any workarounds found?

## Possible Cause (Optional)

<!-- If you have ideas about what might be causing this -->

---

**Priority Assessment** (for triagers):
- [ ] Blocking production use
- [ ] Affects many users
- [ ] Has workaround
- [ ] Edge case

Why This Template Works

Every field gives the AI (or developer) specific, actionable information:

Field	What It Tells AI
Steps to Reproduce	Exact sequence to recreate the bug
Expected vs Actual	What “fixed” looks like
Environment	Where to test the fix
Error Messages	Likely location of the bug
Possible Cause	Starting point for investigation

Feature Request Template

<!-- .github/ISSUE_TEMPLATE/feature_request.md -->
---
name: Feature Request
about: Suggest a new feature or enhancement
title: '[FEATURE] '
labels: 'enhancement, needs-triage'
assignees: ''
---

## Problem Statement

<!-- What problem does this feature solve? -->
As a [type of user], I want [goal] so that [benefit].

## Proposed Solution

<!-- How should this work? -->

### User Experience

<!-- Describe the user flow -->
1. User navigates to...
2. User clicks...
3. System displays...

### Acceptance Criteria

<!-- Specific, testable criteria -->
- [ ] Criterion 1
- [ ] Criterion 2
- [ ] Criterion 3

## Alternatives Considered

<!-- What other approaches were considered? -->

## Technical Considerations

<!-- Any known technical constraints or dependencies? -->
- Requires: <!-- APIs, services, packages -->
- Affected areas: <!-- files, components, systems -->
- Breaking changes: <!-- yes/no, explain -->

## Design Resources (Optional)

<!-- Mockups, wireframes, or design specs -->

## Priority & Scope

**Business Value**: <!-- Low / Medium / High / Critical -->
**Effort Estimate**: <!-- Small / Medium / Large / XL -->
**Target Release**: <!-- e.g., v2.2, Q1 2025 -->

## Related

<!-- Link to related issues, discussions, or docs -->
- Related to #
- Blocks #
- Blocked by #

---

**Implementation Notes** (for developers):
<!-- Technical guidance or suggestions -->

The AI Advantage

When you tell Claude: “Implement the feature in issue #52”

It can immediately understand:

The user problem being solved
The expected user experience
Specific acceptance criteria (definition of done)
Technical constraints to work within
Related code and issues to reference

No back-and-forth required.

Technical Debt Template

<!-- .github/ISSUE_TEMPLATE/technical_debt.md -->
---
name: Technical Debt
about: Track code quality improvements and refactoring
title: '[TECH DEBT] '
labels: 'tech-debt, maintenance'
assignees: ''
---

## Current State

<!-- What's the current problematic situation? -->

## Problems It Causes

<!-- Why is this debt causing issues? -->
- [ ] Performance impact
- [ ] Developer experience
- [ ] Maintainability
- [ ] Security risk
- [ ] Scaling limitation

## Proposed Improvement

<!-- What should the code look like? -->

## Files/Areas Affected

<!-- Specific locations -->
- `src/path/to/file.ts`
- `src/path/to/other/`

## Effort Required

- **Size**: <!-- Small / Medium / Large -->
- **Risk**: <!-- Low / Medium / High -->
- **Testing**: <!-- What tests need updating? -->

## Blockers

<!-- What else needs to happen first? -->
- Blocked by #
- Requires discussion on #

## Definition of Done

- [ ] Code refactored
- [ ] Tests updated/passing
- [ ] No regression in functionality
- [ ] Documentation updated

Documentation Template

<!-- .github/ISSUE_TEMPLATE/documentation.md -->
---
name: Documentation
about: Request or propose documentation changes
title: '[DOCS] '
labels: 'documentation'
assignees: ''
---

## Documentation Type

- [ ] New documentation
- [ ] Update existing docs
- [ ] Fix incorrect docs
- [ ] Improve clarity

## What Needs Documenting

<!-- Describe what's missing or needs improvement -->

## Location

<!-- Where should this documentation live? -->
- [ ] README.md
- [ ] CLAUDE.md
- [ ] docs/ folder
- [ ] Code comments
- [ ] Other:

## Proposed Content

<!-- Draft or outline of the documentation -->

## Related Code

<!-- Link to relevant code if documenting a feature -->

## Audience

<!-- Who is this documentation for? -->
- [ ] New developers
- [ ] End users
- [ ] API consumers
- [ ] AI assistants

The Configuration File

# .github/ISSUE_TEMPLATE/config.yml
blank_issues_enabled: false
contact_links:
  - name: Questions & Discussions
    url: https://github.com/user/repo/discussions
    about: Ask questions and get help from the community
  - name: Security Vulnerabilities
    url: https://github.com/user/repo/security/advisories/new
    about: Report security issues privately

Setting blank_issues_enabled: false forces users to pick a template—no more vague one-liner issues.

Labels: The Categorization System

Issues need labels for filtering and prioritization:

# Suggested label set

# Type
bug           # Something isn't working
enhancement   # New feature or improvement
tech-debt     # Code quality improvement
documentation # Documentation changes
question      # Question needing answer

# Status
needs-triage  # Needs initial assessment
in-progress   # Currently being worked on
blocked       # Waiting on something
ready         # Ready for development

# Priority
priority-critical  # Production down
priority-high      # Major impact
priority-medium    # Normal priority
priority-low       # Nice to have

# Area (customize for your project)
area-auth     # Authentication/authorization
area-api      # API endpoints
area-ui       # User interface
area-db       # Database
area-ci       # CI/CD

# Effort
size-small    # < 2 hours
size-medium   # 2-8 hours
size-large    # 1-3 days
size-xl       # > 3 days

Automating Labels

# .github/workflows/label-sync.yml
name: Label Sync

on:
  push:
    branches: [main]
    paths: ['.github/labels.yml']

jobs:
  sync:
    runs-on: ubuntu-latest
    steps:
      - uses: actions/checkout@v4
      - uses: EndBug/label-sync@v2
        with:
          config-file: .github/labels.yml

# .github/labels.yml
- name: bug
  color: d73a4a
  description: Something isn't working

- name: enhancement
  color: a2eeef
  description: New feature or improvement

- name: priority-critical
  color: ff0000
  description: Production-impacting issue

# ... add all labels

Issue Relationships

Connect issues to build context:

Linking Issues

## Related Issues

- Depends on: #45
- Blocks: #48, #49
- Related to: #42
- Duplicate of: #40

Parent-Child Relationships

## Subtasks

This epic breaks down into:
- [ ] #51 - User authentication
- [ ] #52 - Profile management
- [ ] #53 - Settings page
- [ ] #54 - Notification preferences

Parent: #50 (User Account Epic)

Cross-Repository References

Related to org/other-repo#123

AI assistants can follow these links to build comprehensive understanding.

The Issue Lifecycle

A well-managed issue follows a predictable lifecycle:

Created → Triaged → Ready → In Progress → Review → Done

[needs-triage] → [ready] → [in-progress] → [review] → [closed]

Automation with Project Boards

# .github/workflows/issue-automation.yml
name: Issue Automation

on:
  issues:
    types: [opened, labeled, closed]
  pull_request:
    types: [opened, closed]

jobs:
  add-to-project:
    runs-on: ubuntu-latest
    steps:
      - uses: actions/add-to-project@v0.5.0
        with:
          project-url: https://github.com/users/YOU/projects/1
          github-token: ${{ secrets.PROJECT_TOKEN }}

Writing Issues for AI

When you create an issue that an AI will work on, include:

1. Clear Success Criteria

## Acceptance Criteria
- [ ] Login form validates email format
- [ ] Error message appears below input field
- [ ] Form doesn't submit until valid
- [ ] Tests cover all validation cases

2. Explicit Constraints

## Constraints
- Do NOT modify the AuthContext
- Use existing validation utilities in src/utils/
- Keep the current styling
- This is a frontend-only change

3. Reference Points

## Reference
- Similar implementation: src/components/SignupForm.tsx
- Validation utilities: src/utils/validation.ts
- Design spec: figma.com/file/xxx

4. Out of Scope

## Out of Scope (Do Not Change)
- Backend validation (handled separately)
- Password strength meter (future issue)
- Remember me functionality (#67)

Quick Wins: What to Do Today

Minimum (10 minutes)

Create .github/ISSUE_TEMPLATE/ folder
Add bug_report.md template
Add feature_request.md template
Add config.yml disabling blank issues

Better (30 minutes)

Add all four templates above
Create a label system
Add a labels.yml for syncing

Complete (1 hour)

All templates with project-specific customization
Automated labeling workflows
Project board automation
Document issue process in CONTRIBUTING.md

Coming Next

In Part 5, we’ll explore Milestones & Project Boards—organizing your issues into meaningful groups that give AI assistants the big picture of where individual tasks fit into your project roadmap.

Issue management is a core capability of PopKit. The /popkit:issue commands let you create, list, and manage issues directly from Claude Code—with automatic template selection and smart labeling based on context. The AI-friendly templates in this article are exactly what PopKit uses under the hood.

← Part 3: Branch Protection & PRs | Part 5: Milestones & Projects →

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