name: agnostic-planning-skills
type: catalog
description: >
Master orchestrator for the Agnostic Planning Skills library. Use to discover and
activate 12 language-agnostic skills and 4 personas for product planning,
task breakdown, estimation, risk assessment, ticket generation, backlog
prioritization, sprint planning, retrospectives, requirements clarification,
status reporting, and GitHub issue management. Personas guide end-to-end workflows.
prd, planning, tasks, tickets, estimation, risks, status, backlog, sprint,
retrospective, tdd, agile, product management, requirements, clarification.
metadata:
internal: true
Agnostic Planning Skills
Master entry point. Navigate and activate 12 language-agnostic planning skills plus 4 personas.
Core principle: Atomic, task-specific instructions that turn AI coding assistants into reliable product collaborators through structured planning, estimation, risk assessment, and execution tracking.
Quick Reference
| Task |
Primary Skill |
| Write a PRD |
create-prd |
| Review a PRD |
review-prd |
| Break down a feature |
generate-tasks |
| Estimate effort |
estimate-tasks |
| Generate tickets |
plan-tickets |
| Prioritize backlog |
prioritize-backlog |
| Plan a sprint |
plan-sprint |
| Retrospective |
create-retrospective |
| Identify risks |
identify-risks |
| Status report |
generate-status-report |
| Clarify requirements |
requirements-clarifier |
| Manage GitHub issues |
github-issue |
| End-to-end planning |
product-owner (persona) |
| Execution tracking |
project-manager (persona) |
| Technical feasibility |
tech-lead (persona) |
| Full delivery cycle |
delivery-lead (persona) |
HARD-GATE
DO NOT generate implementation code, tasks, or tickets without an approved PRD.
DO NOT fabricate estimates, progress, or risks — be honest about uncertainty.
The PRD is the single source of truth for scope — everything flows from it.
Core Process
- Scope →
create-prd → review-prd
- Plan →
generate-tasks → estimate-tasks → identify-risks
- Prioritize →
prioritize-backlog → plan-tickets
- Sprint →
plan-sprint
- Execute →
generate-status-report → identify-risks
- Retrospect →
create-retrospective
- Clarify →
requirements-clarifier (if requirements are vague)
- Orchestrate → Use
product-owner, project-manager, tech-lead, or delivery-lead personas
Skill Catalog
| Category |
Skills |
| PRD |
create-prd, review-prd |
| Task Management |
generate-tasks, plan-tickets, estimate-tasks |
| Backlog |
prioritize-backlog |
| Ceremony |
plan-sprint, create-retrospective |
| Execution |
generate-status-report, identify-risks |
| Analysis |
requirements-clarifier |
| Infrastructure |
github-issue |
Personas
| Persona |
Focus |
Phases |
| product-owner |
Scope & planning |
Discovery → PRD → Tasks → Tickets → Sprint |
| project-manager |
Execution tracking |
Estimation → Risks → Tracking → Status Reports |
| tech-lead |
Technical feasibility |
PRD Review → Feasibility → Estimation Quality → Risk Report |
| delivery-lead |
End-to-end pipeline |
Scope → Plan → Prioritize → Sprint → Execute → Retrospect |
Integration
- Source of Truth:
directory.json (skill registry)
- Reference:
docs/reference/skill-catalog.md, docs/reference/integration-matrix.md
- Persona Workflows:
docs/persona-guide.md
By