igmarin/agnostic-planning-skills

prioritize-backlog

Use when prioritizing a backlog, ranking features, or applying RICE, MoSCoW, value-vs-effort, or WSJF. Trigger words: prioritize, backlog, RICE, MoSCoW, value vs effort, ranking, WSJF.

First seen Jun 19, 2026

Installation

$ npx skills add igmarin/agnostic-planning-skills --skill prioritize-backlog

Similar popular skills

Related neighbors and high-traction skills in the same topics — useful to compare before installing.

Also in this package

Other skills from igmarin/agnostic-planning-skills · top by installs.

npx skills add igmarin/agnostic-planning-skills

Browse all from igmarin/agnostic-planning-skills

More details

Agent compatibility

Declared targets from SKILL.md / docs. Unmarked agents are not listed — the skill may still install via the CLI.

Claude Code Not declared
Cursor Not declared
Codex Not declared
GitHub Copilot Not declared
Windsurf Not declared
Gemini CLI Not declared
Cline Not declared
OpenCode Not declared

Repository health

License LICENSE
Default branch main
Open issues 0
Status Active

Skill metadata

Parsed from SKILL.md frontmatter.

Version1.0.0
LicenseMIT
More metadata
version
1.0.0
user-invocable
true

Package contents

Files included with this skill beyond the listing page.

  • skill md SKILL.md 1,828 B
  • docs SUMMARY.md 210 B

History

  1. First seen on skills.sh
  2. First recorded snapshot · 24 installs

SKILL.md

Prioritizing a Backlog

Rank work items by impact and urgency using a framework — not gut feeling.

HARD-GATE

  • Understand each item's impact and effort before scoring.
  • Provide criteria for each dimension.
  • Force relative ordering; avoid marking everything "high priority".
  • Every ranking decision needs a stated reason.

Core Process

  1. Receive ticket/feature list.
  2. Detect or choose framework (RICE, MoSCoW, value-vs-effort, WSJF).
  3. Score each item using the framework's dimensions (see Inline Scoring Criteria).
  4. Order by score; break ties by strategic alignment or dependencies.
  5. Flag items needing clarification or with dependency constraints.
  6. Output ordered backlog.

Inline Scoring Criteria

RICE

Reach × Impact × Confidence ÷ Effort (higher = higher priority). Dimensions: Reach (#users/quarter), Impact (0.25–3), Confidence (50/80/100%), Effort (person-weeks).

MoSCoW

  • Must, Should, Could, Won't.

Value-vs-Effort

2×2 matrix: Quick wins (high value/low effort) → do first.

WSJF

(User value + Time criticality + Risk reduction) ÷ Job size (each 1–10).

Output

  • Framework used and why.
  • Ordered table: Rank, Item, Score, Rationale.
  • Framework breakdown (per-item dimensions) for scored frameworks.
  • Flagged items and notes.

Integration

  • plan-tickets: prioritize tickets after drafting
  • plan-sprint: use ordered backlog to select sprint candidates
  • estimate-tasks: estimates feed effort-based frameworks