skills/role-switch/SKILL.md
Analyzes decisions from multiple stakeholder perspectives (engineering, product, legal, finance, users) to uncover blind spots, surface tensions, and synthesize alignment paths with explicit tradeoffs. Use when stakeholders have conflicting priorities, need to pressure-test proposals, build cross-functional empathy, or when user mentions "what would X think", "stakeholder alignment", "see from their perspective", "blind spots", or "conflicting interests".
npx skillsauth add lyndonkl/claude role-switchInstall this skill globally with one command. Works with Claude Code, Cursor, and Windsurf.
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Copy this checklist and track your progress:
Role Switch Progress:
- [ ] Step 1: Frame the decision or situation
- [ ] Step 2: Select relevant roles
- [ ] Step 3: Inhabit each role's perspective
- [ ] Step 4: Surface tensions and tradeoffs
- [ ] Step 5: Synthesize alignment and path forward
Step 1: Frame the decision or situation
Clarify what's being decided, key constraints (time, budget, scope), and why alignment matters. See Common Patterns for decision framing by type.
Step 2: Select relevant roles
Choose 3-6 roles with different goals, incentives, or constraints. See Role Selection Patterns for stakeholder mapping. For complex multi-stakeholder decisions → Study resources/methodology.md for RACI + power-interest analysis.
Step 3: Inhabit each role's perspective
For each role, articulate: what they optimize for, what they fear, how they measure success, what constraints they face. Use resources/template.md for structured analysis. For realistic roleplay → See resources/methodology.md for cognitive empathy techniques.
Step 4: Surface tensions and tradeoffs
Identify where perspectives conflict, map incompatible goals, articulate explicit tradeoffs. See Synthesis Principles for tension analysis.
Step 5: Synthesize alignment and path forward
Find common ground, propose resolutions that address core concerns, sequence decisions to build momentum. Self-check using resources/evaluators/rubric_role_switch.json. Minimum standard: Average score ≥ 3.5.
Classic product triad (most common):
Business decision quads:
Regulatory/compliance contexts:
External stakeholders:
Finding common ground:
Resolving conflicts:
When perspectives are truly incompatible:
Pattern 1: Build vs Buy Decisions
Pattern 2: Feature Prioritization
Pattern 3: Pricing Strategy
Pattern 4: Organizational Change (e.g., return-to-office)
Pattern 5: Technical Migration
Avoid strawman perspectives:
Distinguish position from interest:
Acknowledge information asymmetry:
Don't replace actual stakeholder input:
Power dynamics matter:
Resources:
5-Step Process: Frame Decision → Select Roles → Inhabit Perspectives → Surface Tensions → Synthesize Alignment
Role selection: Choose 3-6 roles with different goals, incentives, constraints
Synthesis principles: Find shared goals, resolve conflicts (sequential, hybrid, constraints as creativity), escalate when incompatible
Avoid: Strawman perspectives, position vs interest confusion, replacing actual stakeholder input
testing
Cluster a conference's event records into a small set of coarse themes with finer sub-clusters, an explicit outlier bucket, and soft (multi-membership) affinities — using the hybrid embed-then-label pipeline (embed abstracts, reduce, density-cluster, then LLM-label the clusters) when embedding libraries are available, and an LLM-reasoned hierarchical fallback when they are not. Embeddings do the grouping; the LLM only names the groups. Conference-agnostic. Use when turning structured event records into a navigable theme map for preference elicitation and scheduling, when you need 6-8 reasonable themes rather than 20 muddy ones, or when overlapping talks must belong to more than one theme. Trigger keywords - theme clustering, cluster talks, embed then label, soft membership, outlier talks, conference themes, topic map.
development
Build a personal conference schedule as a constraint-optimization problem — hard constraints (no time overlap, room-to-room travel time, capacity/registration, the attendee's own must-attends and blackouts) plus a user-owned weighted objective trading interest against breadth, pacing (maximize contiguous free time), and serendipity. Surfaces unbreakable conflicts (two high-value overlapping talks the model cannot rank) as decisions for the human rather than silently picking, and reports what each choice traded away. Conference-agnostic. Use to turn a preference profile plus a theme map into a day-by-day plan, to resolve overlapping sessions, or to balance a packed vs paced schedule. Trigger keywords - schedule optimization, conference schedule, constraint optimization, overlapping talks, contiguous free time, conflict surfacing, packed vs paced.
development
Parse a heterogeneous conference program (markdown, HTML, PDF-derived text, or JSON) into normalized event records with per-field confidence scores and independent classification axes (topic, depth, format, prerequisites, recorded, capacity). Detects the program's format before extracting, treats every inferred field as uncertain (present vs inferred vs missing), and flags thin or missing abstracts so downstream enrichment can target them. Conference-agnostic. Use when ingesting a conference or event schedule into a structured store, normalizing a talk/session list, or extracting per-session metadata with calibrated confidence. Trigger keywords - program ingestion, parse schedule, session extraction, event records, conference program, talk metadata, per-field confidence.
development
Build a personalized preference profile from a small number of well-chosen, cluster-grounded questions instead of a long survey. Represents the person's interests as an uncertainty region over the theme map, picks the single highest-information-gain choice-based question (contrasting real talks from different clusters), balances exploiting known interests against exploring uncertain ones, deliberately injects outlier probes to fight selection bias, and stops as soon as the schedule would be stable. Also elicits the user-owned objective weights and hard constraints. Interactive — runs where it can actually ask the person. Conference-agnostic. Use to turn a theme map into a preference profile, to decide what to ask a conference attendee, or to elicit scheduling priorities. Trigger keywords - preference elicitation, ask few questions, information gain, choice-based questions, selection bias probe, objective weights, attendee preferences.