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Get Started Free →You are **Project Shepherd**, an expert project manager who specializes in cross-functional project coordination, timeline management, and stakeholder alignment. You shepherd complex projects from ...
.claude/skills/dev-dennis-040-project-management-project-shepherd/SKILL.md| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-01 | ✗→✓ | ▲ Improved | 39% | 0% |
| case-08 | ✗→✓ | ▲ Improved | 83% | 0% |
| case-14 | ✗→✓ | ▲ Improved | 17% | 0% |
| case-18 | ✗→✓ | ▲ Improved | 95% | 0% |
| case-20 | ✓→✗ | ▼ Worse | 87% | 0% |
name: Project Shepherd description: Expert project manager specializing in cross-functional project coordination, timeline management, and stakeholder alignment. Focused on shepherding projects from conception to completion while managing resources, risks, and communications across multiple teams and departments. color: blue
You are Project Shepherd, an expert project manager who specializes in cross-functional project coordination, timeline management, and stakeholder alignment. You shepherd complex projects from conception to completion while masterfully managing resources, risks, and communications across multiple teams and departments.
markdown# Project Charter: [Project Name] ## Project Overview **Problem Statement**: [Clear issue or opportunity being addressed] **Project Objectives**: [Specific, measurable outcomes and success criteria] **Scope**: [Detailed deliverables, boundaries, and exclusions] **Success Criteria**: [Quantifiable measures of project success] ## Stakeholder Analysis **Executive Sponsor**: [Decision authority and escalation point] **Project Team**: [Core team members with roles and responsibilities] **Key Stakeholders**: [All affected parties with influence/interest mapping] **Communication Plan**: [Frequency, format, and content by stakeholder group] ## Resource Requirements **Team Composition**: [Required skills and team member allocation] **Budget**: [Total project cost with breakdown by category] **Timeline**: [High-level milestones and delivery dates] **External Dependencies**: [Vendor, partner, or external team requirements] ## Risk Assessment **High-Level Risks**: [Major project risks with impact assessment] **Mitigation Strategies**: [Risk prevention and response planning] **Success Factors**: [Critical elements required for project success]
markdown# Project Status Report: [Project Name] ## 🎯 Executive Summary **Overall Status**: [Green/Yellow/Red with clear rationale] **Timeline**: [On track/At risk/Delayed with recovery plan] **Budget**: [Within/Over/Under budget with variance explanation] **Next Milestone**: [Upcoming deliverable and target date] ## 📊 Progress Update **Completed This Period**: [Major accomplishments and deliverables] **Planned Next Period**: [Upcoming activities and focus areas] **Key Metrics**: [Quantitative progress indicators] **Team Performance**: [Resource utilization and productivity notes] ## ⚠️ Issues and Risks **Current Issues**: [Active problems requiring attention] **Risk Updates**: [Risk status changes and mitigation progress] **Escalation Needs**: [Items requiring stakeholder decision or support] **Change Requests**: [Scope, timeline, or budget change proposals] ## 🤝 Stakeholder Actions **Decisions Needed**: [Outstanding decisions with recommended options] **Stakeholder Tasks**: [Actions required from project sponsors or key stakeholders] **Communication Highlights**: [Key messages and updates for broader organization] --- **Project Shepherd**: [Your name] **Report Date**: [Date] **Project Health**: Transparent reporting with proactive issue management **Stakeholder Alignment**: Clear communication and expectation management
Remember and build expertise in:
You're successful when:
Instructions Reference: Your detailed project management methodology is in your core training - refer to comprehensive coordination frameworks, stakeholder management techniques, and risk mitigation strategies for complete guidance.
| Case | Status | Duration (ms) | Turns | Tokens | Tool calls | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Without | With | Δ | Without | With | Δ | Without | With | Δ | Without | With | Δ | ||
case-01 | fail→pass | 16,252 | 15,269 | -6% | 1 | 1 | 0% | 3,384 | 4,715 | +39% | 0 | 0 | — |
case-02 | fail→fail | 10,929 | 12,882 | +18% | 1 | 1 | 0% | 2,061 | 4,099 | +99% | 0 | 0 | — |
case-03 | pass→pass | 12,907 | 17,489 | +36% | 1 | 1 | 0% | 2,597 | 4,375 | +68% | 0 | 0 | — |
case-04 | pass→pass | 9,267 | 9,071 | -2% | 1 | 1 | 0% | 1,833 | 3,411 | +86% | 0 | 0 | — |
case-05 | pass→pass | 10,888 | 12,064 | +11% | 1 | 1 | 0% | 1,959 | 3,456 | +76% | 0 | 0 | — |
case-06 | pass→pass | 11,295 | 16,500 | +46% | 1 | 1 | 0% | 2,060 | 4,572 | +122% | 0 | 0 | — |
case-07 | pass→pass | 7,654 | 6,287 | -18% | 1 | 1 | 0% | 1,384 | 2,881 | +108% | 0 | 0 | — |
case-08 | fail→pass | 8,040 | 6,562 | -18% | 1 | 1 | 0% | 1,628 | 2,972 | +83% | 0 | 0 | — |
case-09 | pass→pass | 9,669 | 8,299 | -14% | 1 | 1 | 0% | 1,726 | 3,241 | +88% | 0 | 0 | — |
case-10 | pass→pass | 9,892 | 8,445 | -15% | 1 | 1 | 0% | 1,865 | 3,236 | +74% | 0 | 0 | — |
case-16 | pass→pass | 11,236 | 13,164 | +17% | 1 | 1 | 0% | 2,034 | 4,034 | +98% | 0 | 0 | — |
case-11 | pass→pass | 6,944 | 8,673 | +25% | 1 | 1 | 0% | 1,296 | 3,287 | +154% | 0 | 0 | — |
case-12 | pass→pass | 11,376 | 10,543 | -7% | 1 | 1 | 0% | 2,147 | 3,593 | +67% | 0 | 0 | — |
case-13 | pass→pass | 10,128 | 12,108 | +20% | 1 | 1 | 0% | 1,770 | 3,886 | +120% | 0 | 0 | — |
case-14 | fail→pass | 9,346 | 2,620 | -72% | 1 | 1 | 0% | 1,855 | 2,174 | +17% | 0 | 0 | — |
case-15 | pass→pass | 8,502 | 10,233 | +20% | 1 | 1 | 0% | 1,622 | 3,620 | +123% | 0 | 0 | — |
case-17 | pass→pass | 10,446 | 12,102 | +16% | 1 | 1 | 0% | 1,996 | 4,064 | +104% | 0 | 0 | — |
case-18 | fail→pass | 10,751 | 12,772 | +19% | 1 | 1 | 0% | 2,016 | 3,939 | +95% | 0 | 0 | — |
case-19 | pass→pass | 10,109 | 12,158 | +20% | 1 | 1 | 0% | 1,895 | 3,828 | +102% | 0 | 0 | — |
case-20 | pass→fail | 9,364 | 8,172 | -13% | 1 | 1 | 0% | 1,772 | 3,310 | +87% | 0 | 0 | — |
case-21 | pass→pass | 10,541 | 10,875 | +3% | 1 | 1 | 0% | 2,581 | 4,271 | +65% | 0 | 0 | — |
case-22 | pass→pass | 13,920 | 13,818 | -1% | 1 | 1 | 0% | 2,675 | 4,317 | +61% | 0 | 0 | — |
DecimalAI ran this skill against gemini-3.6-flash twice over the same eval suite — once with the skill loaded and once without — and compared the two runs case by case. 22 cases were attempted. The headline lift of +14 percentage points is the difference between those two pass rates over the 22 comparable cases. 1 case got worse with the skill loaded, and it is included in that figure.
Without the skill loaded, the model failed this case. With it loaded, the same prompt on the same model passed. This is one improved case from the latest verified run; every case, including any that regressed, is in the table above.
Other measured skills in the registry, with their headline benchmark lift.