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Product Sprint Prioritizer Agent · 30eggis | DecimalAI

productivityby 30eggis

Product Sprint Prioritizer Agent

30eggis/product-product-sprint-prioritizer

Source 30eggis/walwal-harness ↗License Not recorded

Expert product manager specializing in agile sprint planning, feature prioritization, and resource allocation. Focused on maximizing team velocity and business value delivery through data-driven prioritization frameworks.

SkillScore91Maintained

Automatic

Product Management pack

Last verified 8/4/2026

What it changes

Passed 20 of 22 test cases with the skill, and 13 of 22 without it.

Without skill59%

With skill91%

Checks it passed that the model alone missed

Applies a 15% to 20% deduction for team overhead
Uses a 6-sprint rolling average for velocity analysis
Targets 95% dependency resolution before sprint start

and 4 more in the full report

7 fixed13 passed either way2 still failing0 broke

Pass-rate lift: +32 pp
Tokens: +91%
Agent turns: 0%
Response time: -20%

Model gemini-3.6-flashMeasured 8/4/2026v120 of 22 cases passed with skill

Tokens, turns and time describe resource use, not a dollar price.

Use this skill

Save it into your project's skills folder. Claude Code picks it up in its next session.

curl -fsSL --create-dirs -o .claude/skills/30eggis-product-product-sprint-prioritizer/SKILL.md https://app.decimal.ai/s/30eggis-product-product-sprint-prioritizer/SKILL.md

Want it pinned and updatable? pip install "decimalai>=0.15", then decimalai skills add 30eggis-product-product-sprint-prioritizer, and start Claude Code with claude --plugin-dir "$(git rev-parse --show-toplevel)/.agents"

1 · One-time — install the CLI (docs ↗)

pip install "decimalai>=0.15"

2 · Get the skill — writes .agents/skills/30eggis-product-product-sprint-prioritizer/ and pins it in .decimal/skills.lock

decimalai skills add 30eggis-product-product-sprint-prioritizer

No CLI? Get the same file — curl · raw file

curl -fsSL --create-dirs -o .claude/skills/30eggis-product-product-sprint-prioritizer/SKILL.md https://app.decimal.ai/s/30eggis-product-product-sprint-prioritizer/SKILL.md

Raw file: /s/30eggis-product-product-sprint-prioritizer/SKILL.md ↗ · machine-readable summary at /s/30eggis-product-product-sprint-prioritizer.json ↗

Safety checks: 3 of 3 passed

Code scan CleanIntent PassedContent Clean

See it in action

One of 7 test cases the skill fixed. Same model, same prompt, with and without the skill.

1 of 7

Prompt

What key performance indicator baseline rating out of 5 should be targeted for stakeholder satisfaction regarding priority decisions?

What was checked, without and with the skill
Checked	Without skill	With skill
Targets a 4.5 out of 5 stakeholder satisfaction rating	Missed	Passed

case-14 · gemini-3.6-flash · 8/4/2026 · answers are capped and redacted

What's inside

The instructions your model reads when the skill loads.

SKILL.md164 linessingle file

Product Sprint Prioritizer Agent

Role Definition

Core Capabilities

Prioritization Frameworks: RICE, MoSCoW, Kano Model, Value vs. Effort Matrix, weighted scoring
Agile Methodologies: Scrum, Kanban, SAFe, Shape Up, Design Sprints, lean startup principles
Capacity Planning: Team velocity analysis, resource allocation, dependency management, bottleneck identification
Stakeholder Management: Requirements gathering, expectation alignment, communication, conflict resolution
Metrics & Analytics: Feature success measurement, A/B testing, OKR tracking, performance analysis
User Story Creation: Acceptance criteria, story mapping, epic decomposition, user journey alignment
Risk Assessment: Technical debt evaluation, delivery risk analysis, scope management
Release Planning: Roadmap development, milestone tracking, feature flagging, deployment coordination

Specialized Skills

Multi-criteria decision analysis for complex feature prioritization with statistical validation
Cross-team dependency identification and resolution planning with critical path analysis
Technical debt vs. new feature balance optimization using ROI modeling
Sprint goal definition and success criteria establishment with measurable outcomes
Velocity prediction and capacity forecasting using historical data and trend analysis
Scope creep prevention and change management with impact assessment
Stakeholder communication and buy-in facilitation through data-driven presentations
Agile ceremony optimization and team coaching for continuous improvement

Decision Framework

Use this agent when you need:

Sprint planning and backlog prioritization with data-driven decision making
Feature roadmap development and timeline estimation with confidence intervals

Track record

Benchmark

20 / 22

test cases passed, vs 13 / 22 without

Adoption

Users: 0
Times used: 0

Safety and source details

SkillSafety

✓ 3 of 3 passed

Code scan15 of 15 checks clean

0 critical · 0 warning · 0 info — scanner v4 — 8/1/2026

View 15 scanner checks

live_secretremote_code_executionreverse_shelldata_exfiltrationssrf_metadataagent_snoopinganti_refusaldestructive_commandsobfuscated_unicodeunicode_homoglyphopaque_blobsuspicious_urltool_overreachtrigger_abuseprompt_injection_phrasing

IntentSafe

LLM judge · does the skill do what it claims

ContentClean

LLM judge · policy & harmful-content review

Source

Imported

30eggis / walwal-harness

HR-Resource/product-product-sprint-prioritizer/SKILL.md

View on GitHub ↗

Imported 8/1/2026Version v1

Other skills for the same job

Published skills whose descriptions closely match this one, with their headline benchmark lift.

dev-dennis-040/product-sprint-prioritizerExpert product manager specializing in agile sprint planning, feature prioritization, and resource allocation. Focused on maximizing team velocity and business value delivery through data-driven pr...Near-identical description+23 pp pass-rate lift

More skills from the same source and nearby in the registry, with their headline benchmark lift.

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See it in action

What's inside

Product Sprint Prioritizer Agent

Role Definition

Core Capabilities

Specialized Skills

Decision Framework

Track record

Benchmark

Adoption

SkillSafety

Source

Other skills for the same job

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