Language-agnostic AI knowledge registry for Technical Project Management, PRDs, PRD review, Software Architecture planning, Task breakdown, Estimation, Risk assessment, Status reporting, Backlog prioritization, Sprint planning, Retrospectives, and Agile ticket generation. Uses Markdown + Front-matter architecture.
95
97%
Does it follow best practices?
Impact
95%
1.03xAverage score across 10 eval scenarios
Passed
No known issues
Agnostic Planning Skills can be invoked in different ways depending on your environment and desired level of autonomy.
| Method | Syntax | Best For |
|---|---|---|
| Chat Commands | @skill-name or /skill-name | Explicitly forcing the agent to follow a specific skill's instructions |
CLI (gh skill / skills.sh) | gh skill install ... | Local installation, pinning versions, reproducible setups |
MCP support (
use_skill,use_agent) is planned but not yet implemented.
In environments like Cursor, Windsurf, or Gemini CLI:
@create-prd Add Google OAuth login to the app
@review-prd Review the login PRD for completeness
@generate-tasks Break down the approved login PRD
@estimate-tasks Estimate the login task breakdown
@identify-risks Scan the login plan for risks
@prioritize-backlog Rank the remaining feature requests
@plan-tickets Draft tickets for the search feature
@plan-sprint Select tickets and define the sprint goal
@generate-status-report Create a status report for stakeholders
@create-retrospective Generate the sprint retrospectiveAgents orchestrate multiple skills through phases with approval gates.
@product-owner Plan the user notification system feature
@project-manager Track execution of the current sprint
@tech-lead Review the notification PRD for feasibility
@delivery-lead Run the full delivery cycle for the notification feature# Install a specific skill
gh skill install igmarin/agnostic-planning-skills create-prd --scope project
# Install all skills
gh skill install igmarin/agnostic-planning-skills[!IMPORTANT] Because this repository has a root-level
SKILL.md, you must include the--full-depthflag so the CLI scans and discovers all the nested skills.
To install skills for your current project workspace:
# Install ALL skills and agents
npx skills add igmarin/agnostic-planning-skills --full-depth --all
# Install a specific skill (e.g., create-prd)
npx skills add igmarin/agnostic-planning-skills@create-prd --full-depthTo install skills globally for your AI coding assistant:
# Install ALL skills and agents globally
npx skills add igmarin/agnostic-planning-skills --full-depth --all --global
# Install a specific skill globally (e.g., create-prd)
npx skills add igmarin/agnostic-planning-skills@create-prd --full-depth --global| Name | Category | Description |
|---|---|---|
create-prd | PRD | Generate Product Requirements Documents |
review-prd | PRD | Review PRDs for completeness and feasibility |
generate-tasks | Task Management | Break features into TDD task checklists |
plan-tickets | Task Management | Draft tracker-ready tickets |
estimate-tasks | Task Management | Assign effort estimates with confidence levels |
prioritize-backlog | Backlog | Rank items using RICE, MoSCoW, or value-vs-effort |
plan-sprint | Ceremony | Select tickets, define goal, allocate capacity |
create-retrospective | Ceremony | Generate sprint retrospectives with action items |
identify-risks | Execution | Scan plans for dependency and capacity risks |
generate-status-report | Execution | Generate stakeholder status reports |
| Name | Phases | Focus |
|---|---|---|
product-owner | Discovery → PRD → Tasks → Tickets → Sprint | Scope & planning |
project-manager | Estimation → Risks → Tracking → Reports | Execution tracking |
tech-lead | PRD Review → Feasibility → Estimation Quality → Report | Technical feasibility |
delivery-lead | Scope → Plan → Prioritize → Sprint → Execute → Retrospect | End-to-end pipeline |
docs
evals
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scenario-4
scenario-5
scenario-6
scenario-7
scenario-8
scenario-9
scenario-10
skills
backlog
prioritize-backlog
ceremony
create-retrospective
plan-sprint
prd
create-prd
review-prd
task-management
estimate-tasks
generate-tasks
plan-tickets