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igmarin/agnostic-planning-skills

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

1.03x
Quality

97%

Does it follow best practices?

Impact

95%

1.03x

Average score across 10 eval scenarios

SecuritybySnyk

Passed

No known issues

Overview
Quality
Evals
Security
Files

integration-matrix.mddocs/reference/

Integration Matrix — Agnostic Planning Skills

Integration matrix: which skill connects to which and in what order.


Format

  • A → B means: after A, B typically follows
  • [gate] indicates mandatory approval gate

Complete Agent Loops

Product Owner (Planning Lifecycle)

graph TD
    A[Feature Idea] --> B[Phase 1: Discovery]
    B --> C[Phase 2: PRD Draft]
    C --> D{PRD Approved?}
    D -->|No| E[Phase 3: Review & Revise]
    E --> C
    D -->|Yes| F[Phase 4: Task Estimation]
    F --> G[Phase 5: Ticket Generation]
    G --> H{Tickets Approved?}
    H -->|No| G
    H -->|Yes| I[Phase 6: Sprint Placement]
    I --> J{Sprint Confirmed?}
    J -->|No| I
    J -->|Yes| K[Ready for Development]

Project Manager (Execution Tracking)

graph TD
    A[Task List / PRD] --> B["Phase 1: Estimation<br/>estimate-tasks"]
    B --> C{Estimates Reviewed?}
    C -->|No| B
    C -->|Yes| D["Phase 2: Risk Assessment<br/>identify-risks"]
    D --> E{Risks Accepted?}
    E -->|No| D
    E -->|Yes| F[Phase 3: Tracking Setup]
    F --> G["Phase 4: Status Reporting<br/>generate-status-report"]
    G --> H{Report Approved?}
    H -->|No| G
    H -->|Yes| I[Share with Stakeholders]

Full Pipeline

create-prd → review-prd → [gate: PRD approved] → generate-tasks → estimate-tasks → identify-risks → prioritize-backlog → plan-tickets → plan-sprint → generate-status-report → create-retrospective

Integrations by Skill

create-prd

NextWhen
review-prdAlways after PRD draft — review for completeness and feasibility
generate-tasksAfter PRD reviewed and approved
plan-ticketsIf tickets needed directly from PRD scope

review-prd

NextWhen
generate-tasksAfter review passes (Approved or Approved with Suggestions)
create-prdIf review returns Needs Revision — loop back to re-draft
tech-leadFor deeper feasibility and estimation quality assessment

generate-tasks

NextWhen
estimate-tasksTo assign effort estimates to the task breakdown
plan-ticketsIf the same initiative needs ticket drafts

estimate-tasks

NextWhen
identify-risksAfter estimation, to assess risks surfaced by high-uncertainty tasks
plan-sprintTo select tickets based on capacity vs estimates

identify-risks

NextWhen
generate-status-reportInclude the risk register in stakeholder status updates
plan-ticketsIf risks reveal new ticket dependencies
plan-sprintScan sprint plan for dependency and capacity risks

plan-tickets

NextWhen
prioritize-backlogAfter tickets drafted, rank them for sprint selection
(Create in tracker)After ticket drafts approved
plan-sprintSelected tickets feed into sprint planning

prioritize-backlog

NextWhen
plan-sprintUse ordered backlog to select sprint candidates
plan-ticketsIf newly prioritized items need ticket drafts

plan-sprint

NextWhen
generate-status-reportReport sprint progress to stakeholders
(Begin implementation)Start working on sprint tickets
create-retrospectiveAfter sprint ends, generate retrospective

generate-status-report

NextWhen
(Share with stakeholders)After report approved
identify-risksIf report reveals new or escalating risks
create-retrospectiveStatus reports feed into end-of-sprint retrospective

create-retrospective

NextWhen
plan-sprintAction items feed into the next sprint plan
project-managerFeed action items into execution tracking

Quick Decision Matrix

Have a feature idea?
  └─ create-prd → review-prd → generate-tasks → estimate-tasks

Need to prioritize?
  └─ prioritize-backlog → plan-sprint

Need execution tracking?
  └─ project-manager (agent)
    └─ estimate-tasks → identify-risks → generate-status-report

Full end-to-end planning?
  └─ product-owner (agent)

Need technical review?
  └─ tech-lead (agent)

Full delivery cycle?
  └─ delivery-lead (agent)

Sprint done?
  └─ create-retrospective

Checkpoints and Gates

| Name | Type | Defined in | Purpose | | PRD Approved | gate | create-prd, product-owner, delivery-lead | Don't generate tasks without approved PRD | | Estimation Review | gate | estimate-tasks, project-manager | Don't proceed if >30% of tasks have low confidence | | Risk Acceptance | gate | identify-risks, project-manager | Every High/High risk must have an owner and plan | | Ticket Approved | gate | plan-tickets, product-owner | Don't create tracker issues without approval | | Status Report Approved | gate | generate-status-report, project-manager | Don't share report without approval | | Sprint Confirmed | gate | product-owner | Don't assume sprint placement | | Sprint Commitment | gate | plan-sprint, delivery-lead | Don't proceed without committed sprint plan | | Retrospective Complete | gate | create-retrospective, delivery-lead | Don't close cycle without action items |


See Also

  • Skill Catalog — Complete skills list with descriptions and trigger words
  • Agent Guide — Agent workflows with Mermaid diagrams

docs

reference

integration-matrix.md

skill-catalog.md

agent-guide.md

architecture.md

calling-skills.md

index.md

CODE_OF_CONDUCT.md

CONTRIBUTING.md

README.md

tile.json