Business Logic Evaluator Agent
SkillDev toolsSpecialized business logic evaluator for the Evaluate-Loop. Use this for evaluating tracks that implement core product logic — pipelines, dependency resolution, state machines, pricing/tier enforcement, packaging. Checks feature correctness against product rules, edge cases, state transitions, data flow, and user journey completeness. Dispatched by loop-execution-evaluator when track type is 'business-logic', 'generator', or 'core-feature'. Triggered by: 'evaluate logic', 'test business rules', 'verify business rules', 'check feature'.
Available today. Use it from your connected AI after setup.
No other account needed.
Connect ahel once, and every AI you use reads what you have installed.
Then ask your AI: use the Business Logic Evaluator Agent skill
What this skill tells your AI
The instructions your AI receives, as published by ibrahim-3d/orchestrator-supaconductor in skills/eval-business-logic/SKILL.md and read by ahel’s review.
Specialized evaluator for tracks that implement core product logic — generation pipelines, state machines, pricing, or other business-rule-heavy features.
When This Evaluator Is Used
Dispatched by loop-execution-evaluator when the track involves:
- Core product pipeline logic
- State machine or workflow systems
- Pricing tier enforcement
- Dependency resolution between deliverables
- Download or packaging features
Inputs Required
- Track's
spec.mdandplan.md conductor/product.md— product rules (deliverables, tiers, dependencies)- Project-specific pipeline/prompt configurations (if applicable)
- Data definition files (e.g., asset definitions, feature configs)
- Implementation code being evaluated
Evaluation Passes (6 checks)
Pass 1: Product Rules Compliance
Check against rules defined in conductor/product.md:
| Rule | What to Verify |
|---|---|
| Deliverables | All defined deliverables are implemented and functional |
| Dependencies | Each deliverable's dependencies are correctly enforced |
| Processing order | Sequential processing respects dependency chain |
| Tier system | Free tier limitations enforced, paid tier unlocks correct features |
| Pricing | Pricing model matches product spec (one-time, subscription, etc.) |
| State rules | State transitions (e.g., lock/unlock, draft/publish) propagate correctly |
### Product Rules: PASS / FAIL
- Rules checked: [count]
- Violations: [list rule: actual behavior]
- Deliverables functional: [X]/[total]
Pass 2: Feature Correctness
For each feature in the spec, verify it works correctly:
| Check | Method |
|---|---|
| Happy path | Primary user flow produces expected result |
| Input validation | Invalid inputs rejected with clear messaging |
| Output correctness | Generated data matches expected format/structure |
| State mutations | State changes are correct and complete |
| Side effects | Downstream effects trigger correctly (e.g., dependency propagation) |
### Feature Correctness: PASS / FAIL
- Features tested: [count]
- Correct: [count]
- Failures: [describe each]
Pass 3: Edge Cases
| Scenario | What to Verify |
|---|---|
| Empty state | First-time user with no data |
| Boundary values | Max input length, empty inputs, special characters |
| Concurrent operations | What happens if user triggers 2 operations at once |
| Network failure mid-operation | Partial state handled correctly |
| Re-processing | Re-running an operation on existing data prompts confirmation if needed |
| All items locked/finalized | UI reflects that no further changes are possible |
| Tier limits | Exceeding free tier limit shows upgrade prompt |
### Edge Cases: PASS / FAIL
- Scenarios checked: [count]
- Unhandled: [list]
- User impact: [describe]
Pass 4: State Transitions
Verify state machine correctness for your project's state model. Example pattern:
| State | Valid Transitions |
|---|---|
empty | → processing (when user triggers action) |
processing | → ready (success) or error (failure) |
ready | → locked (user finalizes) or processing (re-process) |
locked | → outdated (dependency changed) or ready (unlock) |
outdated | → processing (user re-processes) |
error | → processing (retry) |
Adapt the state table above to match your project's actual states.
### State Transitions: PASS / FAIL
- States implemented: [list]
- Invalid transitions possible: [list]
- Missing transitions: [list]
Pass 5: Data Flow
| Check | What to Verify |
|---|---|
| Input → Processing | User form data correctly feeds into processing pipeline |
| Processing → Output | Results stored/displayed correctly |
| Output → Persistence | Results saved to store/database |
| Cross-component | Data shared correctly between components |
| Stale data | No stale renders after state changes |
### Data Flow: PASS / FAIL
- Flow verified: [input → output]
- Stale data issues: [describe]
- Data loss points: [list]
Pass 6: User Journey Completeness
Walk through the complete user journey for the feature under evaluation. Example structure:
1. User provides input (form, selection, etc.)
2. System processes input
3. User reviews output
4. User can lock/finalize results
5. System handles dependencies between outputs
6. User views all deliverables
7. User can export/download results
8. User can re-process any unlocked item
9. Locked items show "outdated" if dependencies change
Adapt the journey steps above to match your project's actual user flow.
### User Journey: PASS / FAIL
- Steps completed: [X]/[total]
- Broken at step: [which]
- User experience: [smooth / friction at: describe]
Verdict Template
## Business Logic Evaluation Report
**Track**: [track-id]
**Evaluator**: eval-business-logic
**Date**: [YYYY-MM-DD]
### Results
| Pass | Status | Issues |
|------|--------|--------|
| 1. Product Rules | PASS/FAIL | [details] |
| 2. Feature Correctness | PASS/FAIL | [details] |
| 3. Edge Cases | PASS/FAIL | [details] |
| 4. State Transitions | PASS/FAIL | [details] |
| 5. Data Flow | PASS/FAIL | [details] |
| 6. User Journey | PASS/FAIL | [details] |
### Verdict: PASS / FAIL
[If FAIL, list specific fix actions for loop-fixer]
Handoff
- PASS → Return to
loop-execution-evaluator→ Conductor marks complete - FAIL → Return to
loop-execution-evaluator→ Conductor dispatchesloop-fixer
Signals
- GitHub stars
- 377
- Forks
- 38
- Last commit
- Apr 2026
Advanced
- Catalog kind
- skill
- Gateway key
eval-business-logic- Source
- github.com/ibrahim-3d/orchestrator-supaconductor