akillness To Issues
Convert plans and specs into independently-actionable vertical slice issues.
When to use this skill
- Breaking down a plan or PRD into implementation tickets
- Decomposing a feature into parallel work items
- Preparing work for AI agents (AFK) or human developers (HITL)
When not to use this skill
- Creating a PRD from scratch → use
to-prd - Evaluating/categorizing existing issues → use
triage - Planning without implementation tickets → use
task-planning
Core principle: vertical slices
Each slice is a narrow but COMPLETE path through every layer: schema, API, UI, tests. Completed slices are independently demoable.
❌ Horizontal: "Add all database tables" → "Add all API endpoints" → "Add all UI components" ✅ Vertical: "User can create a task" (schema + API + UI + tests, end-to-end)
Issue types
- HITL — requires human interaction: architectural decisions, design review, external access, manual testing
- AFK — implementable and mergeable without human input (preferred when possible)
Process
1. Gather context
Read the plan from the conversation or fetch referenced issues. Understand the full scope before decomposing.
2. Explore the codebase
Use the project's domain glossary (CONTEXT.md) and vocabulary when naming issues. Understand current state to avoid redundant work.
3. Draft vertical slices
- Each slice = one independently-completable unit of user-facing value
- Each slice cuts through all relevant layers
- Order by dependency (what must exist before what)
- Label HITL or AFK
4. Quiz the user
Before publishing, confirm:
- Are the slices the right granularity? (Too big = hard to estimate; too small = churn)
- Are dependencies correctly ordered?
- Any slices that should be merged or split?
- Any HITL/AFK classifications to change?
5. Publish to tracker
Publish in dependency order. Use the standard issue template:
## Context
[Brief description of what this slice delivers and why it matters]
## Acceptance Criteria
- [ ] [Specific, testable criterion]
- [ ] [Specific, testable criterion]
## Implementation Notes
[Key decisions, constraints, or approach hints if known]
## Type
HITL | AFK
Add appropriate labels: category (bug/enhancement) + state (needs-triage or ready-for-agent/ready-for-human).
Instructions
- Identify the task trigger and expected output.
- Follow the workflow steps in this skill from top to bottom.
- Validate outputs before moving to the next step.
- Capture blockers and fallback path if any step fails.
Examples
- Example: Apply this skill to a small scope first, then scale to full scope after validation passes.
Best practices
- Keep outputs deterministic and auditable.
- Prefer small reversible changes over broad risky edits.
- Record assumptions explicitly.
References
- Project standards:
.agent-skills/skill-standardization/SKILL.md - Validator script:
.agent-skills/skill-standardization/scripts/validate_skill.sh