assess-fitness

name	assess-fitness
description	Decide whether an idea is strategically worth spreading (GO/NO-GO decision). Takes a classified idea and answers: "Should I try to spread this?" Use when you've classified an idea and want to know if it's worth your time and effort. Produces clear GO/NO-GO recommendation with reasoning.

Assess Idea Fitness

You are making a binary strategic decision: should this person attempt to spread this idea?

What This Skill Does

Takes a classified idea (output from classify-idea skill) and applies a decision framework to determine if it's strategically sound to attempt spreading it. Produces a clear GO/NO-GO recommendation with supporting analysis.

This is the gatekeeper between "interesting idea" and "worth 3-5 years of advocacy effort."

Input/Output Contract

Accepts:

• Classified idea (meme, antimeme, supermeme, or cliche)
• User's commitment capacity (have 3-5 years to champion? yes/no)
• Network context (target network, current immunity level)
• User's motivation (is this for impact or ego?)

Produces:

• GO or NO-GO recommendation
• Reasoning with risk factors listed
• Timeline estimate
• Champion requirements
• If NO-GO: what would need to change for GO
• If GO: recommend next skills (identify-champions, map-network, design-strategy)

Passes to:

• identify-champions (if GO: find advocates)
• map-network (if GO: choose network structure)
• design-strategy (if GO: create phased plan)
• detect-supermeme (if idea is supermeme: defensive recommendations)

Decision Framework

The YES Decision

Recommend GO if ALL of these are true:

✓ Criterion 1: High Impact

• The idea is consequential to the target network
• Not just "interesting" but "matters"
• Evidence: People's values/behaviors would shift if they believed it
• Example: "Effective altruism" is high-impact (changes how people allocate resources)
• Example: "My startup is cool" is low-impact (doesn't change anyone's worldview)

✓ Criterion 2: You Can Commit 3-5+ Years

• You personally are willing to be the champion (or have identified someone who is)
• Not a "side project" - this requires sustained attention
• Realistic: You understand this is a multi-year commitment
• Timeline breakdown:
  • Years 1-2: Build private network, refine message, find early believers
  • Years 2-3: Test public receptivity, begin emergence phase
  • Years 3-5: Reach tipping point, broader adoption
  • 5+ years: Idea becomes mainstream (people forget you championed it)

✓ Criterion 3: Early Believers Identified

• You've found 2-3 people who already believe or are easily convinced
• These become your core group
• They don't need recruiting - they're already on board
• Evidence: Can you name them? Have you talked to them?

✓ Criterion 4: Network Conditions Favor Reception

• The target network has lower immunity than average, OR
• You have a path to reduce immunity (champions, validators, trusted messengers), OR
• Timing is favorable (conditions are shifting toward receptivity)
• Check: Do any validators in this network already agree?
• Check: Are there natural alignment points with existing beliefs?

✓ Criterion 5: You Have Strategy for Each Phase

• Dark Forest (private): You know how to build the core group
• Coordinated Emergence (semi-private): You have validators to help
• Tipping Point (public): You know trigger conditions
• At minimum: "I will start with a private group and see what develops"

The NO Decision

Recommend NO-GO if ANY of these are true:

✗ Flag 1: Low Impact

• The idea is just interesting, not consequential
• Evidence: If everyone believed it, would anything important change? No.
• Example: "My funny take on celebrity gossip" (entertaining, not consequential)
• Decision: Skip it. Find an antimeme with real impact.

✗ Flag 2: Supermeme Characteristics

• Classified as supermeme (high transmit + high impact + apocalyptic)
• OR has 3+ red flags (apocalyptic, vague goals, no metrics, etc.)
• Evidence: Read the supermeme section of classify-idea output
• Decision: Let this spread on its own. Don't amplify it. Consider detect-supermeme skill instead.

✗ Flag 3: No Champion Available

• You're not willing to advocate for 3-5+ years, AND
• You can't identify someone who is
• Evidence: Honest answer - "Am I willing to do this for 3-5 years?" If no, stop.
• Decision: This idea will die. It needs a champion or it won't reach tipping point.

✗ Flag 4: Network Immunity Too High With No Path to Reduce

• Target network has inherent resistance to this idea (core values conflict), AND
• You don't have trusted validators to help, AND
• Timing can't shift immunity
• Example: Trying to spread atheism in a fundamentalist community with no bridges
• Decision: Find a different network with lower immunity. Or accept 10+ year timeline.

✗ Flag 5: Primarily Ego-Driven

• Your motivation is personal status/fame, not network benefit
• Evidence: Honest reflection - "Will the network be better if this spreads? Or just me?"
• Decision: Networks detect ego-driven championing and reject it. Skip it.

Special Case: Supermemes

If classified as supermeme (or likely supermeme):

Supermeme Go/No-Go Logic:

• Supermemes spread naturally without help
• They're parasitic (consume attention without producing value)
• Recommendation: ALWAYS NO-GO for spreading supermemes
• Alternative: Use detect-supermeme skill to defend against it
• Exception: Only if you can reframe into a tractable sub-problem with measurable outcomes

Supermeme reframing example:

• Original: "We must prepare for existential AI risk" (supermeme - apocalyptic, vague)
• Reframed: "We should invest X% in AI safety research with clear measurable outcomes" (meme/antimeme - tractable, measurable)
• If you can reframe, reassess as the reframed version

Process

Step 1: Verify Classification Quality

Before applying the decision framework, confirm:

• Was the classification thorough?
• Do you agree with the supermeme assessment (if any)?
• Is the impact assessment accurate for YOUR network?
• Does the context match your actual situation?

If not, recommend re-running classify-idea with more detailed context.

Step 2: Assess Each Criterion

Go through YES criteria one by one:

**Impact Assessment:**
- Who is the target network?
- What would change if they believed this?
- Is that change important? (yes/no + reasoning)

**Commitment Assessment:**
- Can you commit 3-5 years?
- Or do you know someone who will?
- Is this realistic given your other priorities?

**Early Believers Assessment:**
- Do you know anyone who already agrees?
- Can you name them?
- How many? (need: 2-3 minimum)

**Network Conditions Assessment:**
- What is current immunity level?
- Is there a path to reduce it?
- What's the timeline?

**Strategic Clarity Assessment:**
- Can you describe Phase 1 (private)?
- Can you describe Phase 2 (semi-private)?
- Can you describe Phase 3 (public)?
- If vague: "figure it out as we go" - acceptable but riskier

Step 3: Check for NO-GO Flags

Go through each flag:

• Flag 1 (low impact): Does the idea fail this?
• Flag 2 (supermeme): Was it classified as supermeme?
• Flag 3 (no champion): Can you/someone champion it?
• Flag 4 (high immunity, no path): Does the network reject this fundamentally?
• Flag 5 (ego-driven): Be honest about motivation

If any flag is true, recommend NO-GO.

Step 4: Make Decision

If all YES criteria pass AND no NO-GO flags: GO

If any criterion fails OR any flag triggered: NO-GO

Step 5: Explain Reasoning

Write out the reasoning clearly:

• Which criteria passed/failed
• Why (specific reasoning, not abstract)
• What would need to change for opposite decision
• Confidence level in the decision

Output Template

## Recommendation: [GO | NO-GO]

**Confidence:** [High | Medium | Low]

---

## Reasoning

**Impact:** [High | Low] - [specific explanation for this idea]
- Target network: [who would you spread to?]
- Change if true: [what would shift?]
- Importance: [is this important?]

**Your Commitment:** [3-5 years realistic? yes/no]
- Current capacity: [what else are you doing?]
- Willingness: [honest assessment - are you willing?]
- Champion identified: [you, someone else, or nobody?]

**Network Status:** [immunity level and path]
- Current resistance: [high, medium, low and why]
- Path to reduce: [how could immunity decrease?]
- Timeline: [realistic timeframe?]

**Strategic Clarity:** [clear on phases? yes/no]
- Phase 1 (private): [what does this look like?]
- Phase 2 (semi-private): [transition plan?]
- Phase 3 (public): [what triggers reveal?]

**Motivation Check:** [impact-driven or ego-driven?]
- Primary beneficiary: [the network or you?]
- Alignment: [genuine good for network?]

---

## Flags

**YES Criteria Met:**
- ✓ High impact and consequential
- ✓ 3-5 year commitment available
- ✓ 2-3 early believers identified
- ✓ Network conditions favorable
- ✓ Strategic clarity present

**NO-GO Flags Triggered:**
- [ ] Low impact
- [ ] Supermeme characteristics
- [ ] No champion identified
- [ ] Network immunity too high
- [ ] Motivation primarily ego-driven

---

## What This Decision Means

**If GO:**
 Next steps: Run identify-champions, map-network, design-strategy
 You're committing to 3-5 years of sustained effort
 This is a serious undertaking, not a hobby
 Timeline: expect slow adoption initially


 Don't spread this idea
 Consider: find different antimeme with higher impact, OR
 Consider: find different network with lower immunity, OR
 Consider: reframe as more tractable version, OR
 Consider: delegate to someone who can champion it

---



If you proceed, watch for these risks:
  - Premature public launch before network ready
  - 3-5 years is longer than you think
  - Resistance may increase, not decrease
  - An even better antimeme might appear
  - Success criteria might shift as you go

Mitigation: Regular check-ins (every 6 months) on: "Is this still worth my time?"

Common Assessment Mistakes

Mistake 1: Confusing "I like this idea" with "Network should know this"

• Your enthusiasm ≠ idea's impact
• Test: Ask 5 people in target network. Do they care?

Mistake 2: Underestimating the 3-5 year timeline

• People think: "This will take a year or two"
• Reality: Most antimemes need 3-5+ years
• Three year minimum, not maximum

Mistake 3: Assuming you know the champions

• You identify someone and assume they'll help
• Reality: You need to have actually had this conversation
• Test: Have you explicitly asked them? Did they commit?

Mistake 4: Overestimating your commitment

• You think: "I'm passionate about this, I'll stick with it"
• Reality: Passion fluctuates, life changes
• Test: Are you actually willing to talk about this for 3 years even when nobody listens?

Mistake 5: Network immunity self-assessment is often wrong

• You think your network will receive it better than they actually will
• Test: Find validators in target network BEFORE committing

When to Use Other Skills

• After assess-fitness (GO) → identify-champions: Find your core believers and advocates
• After assess-fitness (GO) → map-network: Choose dense vs. sparse vs. hybrid
• After assess-fitness (GO) → design-strategy: Create the phased rollout plan
• After assess-fitness (NO-GO) → reclassify: If you're unsure about classification, re-run classify-idea
• Before assess-fitness → evaluate-fitness: If you want exact metrics on transmission/immunity

References

See /references/source-summary.md:

• "Decision Frameworks from Source" section for detailed framework
• "Common Mistakes" section for anti-patterns
• "Champion Playbook" section for commitment expectations
• "The Three Variables" section for impact/transmission understanding