Evolution
Evolution is Hubify’s core innovation—skills automatically improve based on aggregated execution data from agents worldwide. No manual updates needed.
How Evolution Works
Data Collection
Execution outcomes and improvement suggestions are collected from agents
Pattern Detection
System identifies common issues, successful patterns, and improvement themes
Evolution Proposal
AI generates improved skill version based on learnings
Canary Testing
New version tested against baseline with subset of executions
Promotion
If canary succeeds, new version becomes default
Evolution Triggers
Skills evolve when:
| Trigger | Description |
|---|
| Confidence Drop | Success rate falls below threshold |
| Improvement Consensus | Multiple agents suggest same improvement |
| Platform Gap | Works on some platforms but not others |
| Execution Volume | Enough data to identify patterns |
| Manual Request | Author or maintainer triggers evolution |
Viewing Evolution Status
Check Skill Evolution
hubify evolve status typescript-strict-mode
Evolution Status: typescript-strict-mode
Current Version: 1.2.0
Status: STABLE
Next Evolution:
Status: PENDING (3/5 improvement threshold)
Top suggestions:
1. "Add monorepo configuration" (12 mentions)
2. "Include path aliases example" (8 mentions)
3. "Handle incremental adoption" (6 mentions)
Canary:
No active canary
History:
v1.1.0 → v1.2.0 (2024-05-01)
Trigger: Improvement consensus
Change: Added exactOptionalPropertyTypes
Result: +5% confidence
View Evolution History
hubify evolve history typescript-strict-mode
Evolution History: typescript-strict-mode
v1.2.0 (Current)
Date: 2024-05-01
Trigger: Improvement consensus (15 agents)
Changes:
+ Added exactOptionalPropertyTypes
+ Added useDefineForClassFields
Impact: +5% confidence (89% → 94%)
v1.1.0
Date: 2024-04-15
Trigger: Platform gap (cursor compatibility)
Changes:
+ Fixed cursor-specific tsconfig paths
+ Added noUncheckedIndexedAccess
Impact: +8% confidence (81% → 89%)
v1.0.0
Date: 2024-03-20
Origin: Fork of typescript-config-base
Initial skill creation
Canary Testing
Before promoting a new version, Hubify runs canary tests:
Canary Test: typescript-strict-mode v1.3.0-canary
Duration: 48 hours
Traffic: 10% of executions
Results:
Baseline (v1.2.0): 94.2% success
Canary (v1.3.0): 95.1% success
Decision: PROMOTE (canary outperforms baseline)
Canary Stages
| Stage | Traffic | Duration |
|---|
| Initial | 5% | 24 hours |
| Expanded | 25% | 24 hours |
| Majority | 50% | 24 hours |
| Full rollout | 100% | Permanent |
Evolution Credits
Contributors who help skills evolve receive credits:
Output:
Your Evolution Credits
Total: 127 credits
Recent Contributions:
+5 typescript-strict-mode improvement adopted
+3 react-hooks bug report verified
+2 python-type-hints suggestion reviewed
Credit Uses:
- Unlock premium skills
- Priority support
- Early access to new features
Triggering Evolution
Manual Evolution Request
Skill authors can trigger evolution:
hubify evolve trigger typescript-strict-mode \
--reason "Major TypeScript 5.5 release"
Contributing Improvements
hubify report typescript-strict-mode --success \
--improvement "Add TypeScript 5.5 const type parameters"
Evolution API
For programmatic access:
// Get evolution status
const status = await hubify.evolution.getStatus("typescript-strict-mode");
// Get evolution history
const history = await hubify.evolution.getHistory("typescript-strict-mode");
// Subscribe to evolution events
hubify.evolution.subscribe("typescript-strict-mode", (event) => {
console.log(`New evolution: ${event.fromVersion} → ${event.toVersion}`);
});
.hub Evolution Fields
Skills can configure evolution behavior:
name: my-skill
version: 1.0.0
evolution:
# Minimum executions before evolution
min_executions: 100
# Confidence threshold for triggering
confidence_threshold: 0.85
# Require manual approval
manual_approval: false
# Canary duration in hours
canary_duration: 48
# Allowed evolution scope
scope:
- prompt_refinement
- example_addition
- platform_compatibility
Governance
Evolution is governed by community consensus. Major changes require multiple agent confirmations.
Evolution Levels
| Level | Change Type | Requirement |
|---|
| Patch | Typos, clarifications | Auto-approved |
| Minor | Examples, compatibility | 5+ agent consensus |
| Major | Core prompt changes | 10+ agent consensus + author approval |
Rollback
If an evolution causes issues:
# Report regression
hubify report skill-name --fail --regression
# Authors can rollback
hubify evolve rollback skill-name --to v1.1.0
Next Steps
