Agent skill

objectivist-aesthetic-suggestion

Generates personalized aesthetic suggestions for creative tasks by analyzing the user's value hierarchy and captured aesthetic references. Matches values to concrete aesthetic elements—translating abstract priorities into actionable design choices for websites, images, prose, or any creative output.

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author
wizard
version
1.0.0

SKILL.md

Objectivist Aesthetic Suggestion

This skill translates a user's value hierarchy into concrete aesthetic recommendations for specific creative tasks. By analyzing what they value and what has moved them aesthetically in the past, it generates suggestions that are not merely "good design" but their design—aligned with their deepest priorities and authentic preferences.

Philosophy

Every aesthetic choice embodies a value-judgment. When someone says "make it blue," the real question is: what does blue represent TO THEM? When they want something "clean," what virtue are they seeking? This skill bridges the gap between abstract values and concrete aesthetic decisions.

Your aesthetics should serve your hierarchy. A website, image, or story that doesn't reflect your values is a misrepresentation of yourself. The goal is aesthetic authenticity—not generic beauty, but your beauty.

Pattern recognition from past preferences predicts future resonance. What you've loved before reveals the aesthetic vocabulary that speaks to you. New suggestions should extend this vocabulary, not ignore it.

When to Use This Skill

  • Designing a website, app, or digital product
  • Creating AI-generated images for a project
  • Writing prose, dialogue, or narrative
  • Developing a brand identity
  • Making any creative decision where aesthetic matters
  • Feeling stuck on "what should this look/feel like?"
  • Wanting design choices that feel authentic, not arbitrary
  • Needing to translate abstract values into concrete visuals or tone

Core Strategy: Value-to-Aesthetic Translation

The central framework maps value categories to aesthetic domains:

Value Category Visual Domain Tonal Domain Structural Domain
Clarity/Truth High contrast, minimal decoration, white space, legible typography Direct, unadorned, honest language Clear hierarchy, no ambiguity, logical flow
Achievement/Mastery Bold presence, commanding scale, precision details, trophy-like quality Confident, declarative, challenge-oriented Competitive framing, metrics, milestones
Autonomy/Independence Unique color palettes, unconventional layouts, distinctive voice Self-directed, questioning, individualistic Non-standard structures, unexpected paths
Connection/Intimacy Warm colors, soft edges, human imagery, touch-friendly spacing Conversational, vulnerable, inclusive Collaborative spaces, shared experiences
Growth/Progress Gradient transitions, upward motion, sprouting/blooming imagery Hopeful, evolving, learning-oriented Progressive disclosure, version histories, before/after
Order/Rationality Grids, symmetry, systematic spacing, limited palette Logical, structured, evidence-based Taxonomies, consistent patterns, predictable behavior
Vitality/Energy Bright saturation, dynamic angles, motion, athletic imagery Urgent, active, physically present Fast transitions, high interactivity, immediate feedback
Heritage/Tradition Classic typography, archival textures, historical references Respectful, established, storytelling Enduring structures, institutional gravitas
Innovation/Creation Experimental forms, unexpected combinations, futuristic materials Disruptive, visionary, novel Breakthrough moments, paradigm shifts
Serenity/Peace Muted palettes, natural textures, gentle rhythms Calm, contemplative, spacious Slow pacing, optional depth, escape from noise

Session Framework: The Aesthetic Consultation

Phase 1: Value Retrieval

Always start by loading the user's current hierarchy:

javascript
mcp({
  tool: "value_hierarchy_list_values",
  server: "value-hierarchy"
})

Key Questions:

  • What are the top 5 values by priority?
  • Which values have the strongest justifications (indicating deep thought)?
  • Are there aesthetic-specific values already captured?

If the user has fewer than 5 values, they need the objectivist-psychologist skill first. Return: "We need to build your value hierarchy before we can create authentic aesthetics for you. Let me guide you through that process first."

Phase 2: Aesthetic Pattern Mining

Retrieve their aesthetic history:

javascript
mcp({
  tool: "value_hierarchy_list_aesthetics",
  server: "value-hierarchy",
  args: {
    "limit": 30
  }
})

Analysis Framework:

  1. Type Distribution - Do they prefer images, text, audio? What medium resonates?
  2. Tag Clustering - Which value-tags appear most frequently? (e.g., "autonomy" appears 6 times)
  3. Reason Patterns - What justifications do they use? (achievement metaphors, clarity metaphors, etc.)
  4. Recency Bias - Have their aesthetics evolved? What's their current trajectory?
javascript
mcp({
  tool: "value_hierarchy_aesthetic_types",
  server: "value-hierarchy"
})

Phase 3: Task Analysis

Identify what aesthetic domain this task occupies:

Task Type Primary Aesthetic Concerns Key Questions
Website (Personal) Identity representation, trustworthiness, competence "What do you want visitors to feel about you in 3 seconds?"
Website (Product) Value proposition clarity, action motivation, credibility "What emotion makes someone buy/use this?"
AI Image Concept embodiment, emotional impact, specific reference "What should this image make someone understand immediately?"
Prose/Story Narrative voice, character authenticity, world texture "What values should the protagonist embody? The world?"
Brand Identity Recognition, differentiation, promise embodiment "What should people remember about you when they close their eyes?"
Physical Space Spatial emotion, flow, ritual support "What should walking into this space make someone feel?"

Phase 4: Synthesis & Suggestion

Generate recommendations using the Three-Lens Method:

  1. Values Lens - What does their hierarchy demand?
  2. Aesthetic Lens - What patterns from their captured aesthetics suggest?
  3. Task Lens - What does this specific medium and goal require?

Output Format:

  • Core Value Theme (1-2 sentences connecting their values to this aesthetic)
  • Visual/Structural Recommendations (3-5 specific, actionable elements)
  • Tone/Language Recommendations (vocabulary, sentence structure, rhythm)
  • Examples (references that capture the essence, ideally from their own aesthetic log)
  • Anti-Examples (what would violate their values—just as important)

Domain-Specific Workflows

1. Website Aesthetic Consultation

Discovery Questions

1. PURPOSE: What should a visitor feel within 3 seconds of landing here?
   (Not "what information"—what EMOTION? Trust? Excitement? Calm? Aspiration?)

2. ACTION: What's the primary action you want them to take?
   (Buy, contact, read, join, trust—different actions need different aesthetics)

3. IDENTITY: How do you want to be perceived?
   (Expert? Rebel? Caretaker? Architect? Each has distinct visual vocabulary)

4. AUDIENCE VALUES: What do your users value? 
   (Speed? Depth? Beauty? Community? Your site aesthetic should serve THEIR values too)

Value-to-Design Mapping

Based on their hierarchy, map specific values to design decisions:

User Value Design Element Rationale
Clarity Typography choice Sans-serif, generous line-height, high contrast
Clarity Layout Single-column when possible, no competing CTAs
Achievement Hero section Bold statement, social proof placement, trophy imagery
Achievement Color psychology Saturated primaries, competitive red/blue, gold accents
Autonomy Navigation Non-standard structure, surprising interactions, no templates
Autonomy Voice First-person, opinionated, contrarian when appropriate
Connection Photography Human faces, candid moments, eye contact
Connection Microcopy Warm, inclusive language, acknowledging the visitor
Order Grid system Visible or invisible grid, mathematical spacing
Order Information architecture Predictable patterns, logical taxonomy
Vitality Animation Motion on scroll, hover states, life-like responsiveness
Vitality Color Bright, saturated, energetic palettes

Output Example

Based on your hierarchy prioritizing Intellectual Mastery, Visible Impact, 
and Absorbed Recreation, here's your website aesthetic:

**CORE THEME:** "The Craftsman's Workshop"—visible expertise, tools of the 
trade, clarity of purpose, with moments of playful experimentation.

**VISUAL RECOMMENDATIONS:**
1. **Color:** Deep navy (#1a1a2e) as primary (seriousness, depth) with electric 
   accent (#e94560) for CTAs (energy, breakthrough moments). White space = 40% 
   minimum (intellectual breathing room).

2. **Typography:** IBM Plex Mono for headings (code/technical authenticity) + 
   Inter for body (modern clarity). Headings: bold weight, tight tracking 
   (confidence). Body: 18px minimum, 1.7 line-height (absorbed reading).

3. **Photography:** Process shots over product shots—hands on keyboards, 
   sketches, whiteboard sessions. Authenticity over polish. 
   [Reference: Your captured aesthetic "workshop-clutter.jpg" with reason 
   "organized chaos as visible thinking"]

4. **Layout:** Asymmetric grid with clear focal points. Each page has ONE 
   dominant element (mastery requires focus). No sidebar distractions.

5. **Animation:** Purposeful, not decorative. Smooth ease-outs (0.3s) for 
   interactions. Nothing that competes with content.

**TONE RECOMMENDATIONS:**
- Direct, declarative sentences. Active voice. No "we believe" or "it is thought."
- Technical precision when discussing work. Show the mechanism, not just result.
- Occasional humor or playfulness (honoring your Absorbed Recreation value)—
  maybe an Easter egg or surprising interaction.

**EXAMPLE SITES WITH THIS AESTHETIC:**
- Stripe.com (technical mastery + clarity)
- Your captured aesthetic: "paul-graham-essays" (intellectual depth, minimal 
  decoration, focus on ideas)

**ANTI-EXAMPLES (what to avoid):**
- Generic corporate blue/gray (says nothing about your values)
- Stock photos of people shaking hands (violates Visible Impact—you need 
  real work shown)
- Dense, cluttered layouts (violates clarity)

2. AI Image Generation Consultation

Discovery Questions

1. PURPOSE: What concept should this image make immediately obvious?
   (Aesthetics are semantic—they mean things. What meaning?)

2. CONTEXT: Where will this appear? 
   (Hero image needs different approach than thumbnail)

3. EMOTION: What should the viewer feel when seeing this?
   (Hope? Recognition? Awe? Determination?)

4. METAPHOR: What physical reality embodies your values here?
   (Architecture? Nature? Technology? Craft?)

Value-to-Image Mapping

User Value Visual Metaphors Technical Prompt Elements
Clarity Mountains above clouds, lens focusing, blueprint, prism Sharp focus, high contrast, minimal depth of field, architectural
Achievement Summit, trophy, construction complete, growth rings Golden hour, heroic angle, scale emphasis, detailed textures
Autonomy Lone figure, unique path, unconventional angle, breaking pattern Unusual composition, rule of thirds violation, distinctive silhouette
Connection Hands joining, eye contact, shared meal, intertwined roots Warm color temp (3200K), shallow depth, human scale, soft light
Growth Sprout breaking concrete, gradient sky, ladder, unfurling Vertical composition, upward motion, time-lapse feel, green/blue
Order Grid, library, honeycomb, crystal structure Symmetrical composition, pattern repetition, geometric, isometric
Vitality Athletic motion, flame, flowing water, open mouth High shutter speed, saturated colors, diagonal motion, close crop
Innovation Laboratory, futuristic materials, unexpected combination Specular highlights, translucent materials, volumetric lighting

Output Example

**FOR:** Hero image for your productivity tool landing page
**VALUES TO EXPRESS:** Achievement, Clarity, Visible Impact

**PROMPT:**
"Minimalist summit achievement, single figure standing on mountain peak at 
golden hour, clear sky gradient from deep blue to warm orange, sharp silhouette 
against vast landscape, aerial perspective showing the full climb, architectural 
photography style, 8k resolution, crisp detail, no clutter, lone figure as 
scale reference, visible path winding up mountain (effort made visible), 
cinematic composition, heroic but grounded, not exaggerated"

**WHY THIS WORKS:**
- Summit = Achievement value made visible
- Clear sky = Clarity, no obstruction
- Winding path visible = Visible Impact (the effort, not just result)
- Minimalist = Honors your Intellectual Mastery value (focus on essence)
- Golden hour = Optimism without saccharine

**VARIATIONS BY CONTEXT:**
- Thumbnail version: Tighter crop on figure, more saturated colors (punchy at small size)
- Dark mode site: Twilight version with stars emerging (same silhouette, different mood)
- Mobile hero: Vertical composition, figure lower third, more sky (scroll breathing room)

**ANTI-PROMPTS (avoid):**
- "Crowded celebration" (violates Clarity)
- "Abstract concept" (violates Visible Impact—you need tangible)
- "Corporate team on summit" (violates Autonomy and achievement attribution)

3. Prose/Story Voice Consultation

Discovery Questions

1. GENRE: What container are we working in?
   (Adventure, romance, technical documentation, philosophical essay?)

2. PROTAGONIST VALUES: What does the hero value? 
   (Their values drive their choices—the reader must feel these are RIGHT choices)

3. WORLD VALUES: What does the setting reward? 
   (Is this a universe where honesty wins? Where strength wins? Where cunning wins?)

4. READER EMOTION: How should they feel at the end?
   (Triumphant? Haunted? Clear? Inspired to act?)

Value-to-Prose Mapping

User Value Narrative Approach Sentence Structure Vocabulary Bias
Clarity Show mechanism, not just result Short, declarative. Subject-verb-object. Active voice. Precise, specific nouns. Concrete verbs. No hedging.
Achievement Struggle shown in detail. Victory earned, not given. Building rhythm. Crescendo structures. Periodic sentences that pay off. Words of effort, difficulty, conquest. Victory vocabulary.
Autonomy Protagonist self-directed. Questions authority. Makes own path. Interrupting patterns. Unconventional punctuation. Sentences that defy expectation. Individualistic, opinionated, contrarian when appropriate.
Connection Relationships central. Other characters fully real. Dialogue-heavy. Sentences that connect clauses, ideas, people. Warmth words. Touch vocabulary. Inclusive pronouns.
Order Logical progression. Cause and effect clear. Parallel structure. If-then constructions. Systematic enumeration. Taxonomy words. Rational vocabulary. Evidence-based terms.
Growth Character arc visible. Learning moments highlighted. Cyclical return with difference. Spiral structures. Evolution vocabulary. Transformation words. Learning lexicon.
Vitality Physicality present. Sensation immediate. Short, punchy. Sentences with momentum. Staccato rhythms. Body words. Motion verbs. Sensory specificity.

Output Example

**FOR:** Adventure story protagonist who shares your values of Autonomy, 
Intellectual Mastery, and Visible Impact

**CORE VOICE:** "The Competent Rogue"—not reckless, but self-directed. 
Plans thoroughly (mastery), acts decisively (impact), needs no permission (autonomy).

**NARRATIVE RECOMMENDATIONS:**

1. **CHOICE ARCHITECTURE:** Every major plot point should present a choice 
   between:
   - Safe conformity vs. risky self-direction (Autonomy)
   - Easy deception vs. difficult honesty (if Integrity is also valued)
   - Quick solution vs. thorough understanding (Mastery)
   
   The protagonist must consistently pay the price for their values. 
   Their losses come from holding them, not abandoning them.

2. **SENTENCE STRUCTURE:** 
   - Primary: Short, declarative. "He assessed the room. Three exits. Two guards."
   - Secondary: Occasional complex periodic sentence for contrast, paying 
     off with confidence. "Having calculated the angles, the wind, and the 
     guard's blind spot, he moved."
   - Dialogue: Direct. No "seemed to" or "appeared to." The protagonist sees 
     clearly and says what they mean.

3. **VOICE QUALITIES:**
   - **Observational precision:** Specific details others miss. Show the 
     mechanism, not just the result.
   - **Internal deliberation:** We see them think through problems. The 
     thinking IS the character.
   - **Physical competence:** Their body obeys their will. Movement is 
     intentional, not frantic.
   - **Self-amusement:** Occasional dry humor, especially at absurdity of 
     obstacles. Mastery includes not taking oneself too seriously.

4. **AVOID:**
   - "Somehow he managed..." (No. Show competence, not luck)
   - Excessive emotional reaction (Competence is cool under pressure)
   - Asking permission or waiting for approval (Violates core Autonomy value)
   - Winning through coincidence (Victories must be visible results of skill)

**EXAMPLE OPENING:**
---
The vault had three locks. The first was mechanical, eighteen tumblers, 
standard city ordinance. The second was electronic, biometric, installed by 
paranoid owners. The third was conceptual—the certainty that no one would 
try.

Reese tried the third first.

He'd been watching the house for six weeks. He knew the maid's schedule, 
the guard's attention span, the precise angle at which the kitchen window 
caught the afternoon light and blinded the camera. The first two locks 
would take twelve minutes with his tools. Getting to them would take two.

He moved.
---

**WHY THIS WORKS:**
- Immediate display of competence (Mastery)
- Self-directed planning (Autonomy)
- Visible process, not just outcome (Visible Impact)
- No wasted words (Clarity)
- Physical precision over emotional reaction

**REFERENCE FROM YOUR AESTHETICS:**
Your captured text: "The question isn't who is going to let me; it's who 
is going to stop me." This energy—self-efficacy, initiative, refusal to 
seek permission—should permeate the prose.

Advanced Techniques

The Conflict Resolution Protocol

When a task's requirements seem to conflict with user values:

1. IDENTIFY: What specific aesthetic requirement conflicts with which value?
   (e.g., "The client wants trendy gradients, but user values Clarity and Order")

2. TRANSLATE: Can the requirement be met through a different aesthetic path 
   that honors the value?
   (e.g., "Gradients can suggest depth/order if used systematically, not 
   decorationally")

3. NEGOTIATE: Is there a compromise where the task need is met superficially 
   while the value is expressed structurally?
   (e.g., "One gradient accent in hero, but grid and clarity throughout")

4. ESCALATE: If no translation possible, flag the conflict explicitly.
   "This requirement (trendy maximalism) fundamentally conflicts with your 
   stated value of Clarity. Proceeding will create cognitive dissonance for 
   you. Options: (A) Accept the conflict as temporary pragmatism, (B) Push 
   back on requirement, (C) Re-examine if Clarity is truly your value."

The Aesthetic Evolution Tracker

Over time, track how the user's aesthetics evolve:

javascript
// Compare aesthetics from 6 months ago vs now
mcp({
  tool: "value_hierarchy_list_aesthetics",
  server: "value-hierarchy",
  args: {
    "limit": 50
  }
})

Questions to surface:

  • Are you drawn to different aesthetics than 6 months ago? What changed?
  • Has your hierarchy shifted? Do the aesthetics confirm or reveal this?
  • Are there aesthetic patterns you're ready to transcend or double down on?

The Values-Not-Expressed Warning

When suggesting aesthetics, note if certain high-priority values have no clear expression:

"I've suggested aesthetics expressing your Clarity and Achievement values. 
However, your hierarchy also prioritizes Connection (priority 4), but I 
haven't found a way to express this yet. Should we:

A) Adjust suggestion to include warmth/human element
B) Acknowledge this task doesn't serve Connection, which is fine for a 
   specific-use aesthetic
C) Question whether Connection belongs at priority 4 if it doesn't 
   naturally emerge in your creative choices"

Quick Reference: Response Templates

When user says "I need a website":

"What should a visitor feel about you in 3 seconds? And what's the primary 
action you want them to take? These two answers will determine the aesthetic 
direction."

When user wants an AI image:

"What concept should this make immediately obvious, and what metaphor from 
physical reality embodies that? (Mountain? Workshop? Network? Garden?)"

When user is writing:

"What does your protagonist value? Their values drive every choice—they must 
pay prices for them, not abandon them when convenient."

When user has conflicting requirements:

"You want [X aesthetic] but also need to serve [Y practical goal]. Let me 
find the path where your values are expressed structurally while the 
practical need is met functionally."

When suggesting something unconventional:

"This suggestion is unconventional because your Autonomy value is high priority. 
Generic aesthetics would violate that. Here's why this specific choice serves 
your actual values..."

Integration with Objectivist Psychologist

This skill is the output side of the value hierarchy work. The psychologist skill builds the data; this skill applies it.

Recommended workflow:

  1. If user has <5 values or hasn't logged emotions/aesthetics recently → Use objectivist-psychologist first
  2. Once hierarchy and aesthetic log are substantial → Use this skill for creative tasks
  3. After implementing suggestions → Log the result as a new aesthetic if it worked
  4. If result doesn't resonate → Log that emotion and investigate the mismatch (back to psychologist)

The loop: Values → Aesthetics → Implementation → Emotional Feedback → Refined Values

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