Boundary Enumeration
SkillDev tools'Systematic Boundary Value Analysis: identify parameter boundaries, test
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 Boundary Enumeration skill
What this skill tells your AI
The instructions your AI receives, as published by yogsoth-ai/de-anthropocentric-research-engine in skills/boundary-enumeration/SKILL.md and read by ahel’s review.
Tactics
- boundary-probing
Method
- Identify all parameter dimensions of the artifact
- For each dimension, determine nominal range and boundaries
- Generate test values at boundaries (min, max, min-1, max+1)
- Test claim validity at each boundary value
- Record breakpoints where claim fails
- Synthesize into validity envelope
Budget
| Size | Parameter dimensions | Values per dimension | Total probes |
|---|---|---|---|
| S | 3 | 4 | 12 |
| M | 6 | 6 | 36 |
| L | 10 | 8 | 80 |
Orchestration
- Dispatch
parameter-space-mappingto identify dimensions - Dispatch
extreme-value-generationfor each dimension - Dispatch
breakpoint-detectionat each extreme - Dispatch
validity-envelope-constructionto synthesize
Subagents
- parameter-space-mapping
- extreme-value-generation
- breakpoint-detection
- validity-envelope-construction
Available Tactics
Optional, no fixed order; the final leaf is always a sop.
| Tactic | When to use |
|---|---|
| boundary-probing | Map parameter space, generate extreme values, test at boundaries, detect breakpoints, synthesize validity envelope. |
Available SOPs
Optional, no fixed order; the final leaf is always a sop.
| SOP | When to use |
|---|---|
| breakpoint-detection | Test a claim at extreme parameter values and detect the precise point where it breaks down. |
| extreme-value-generation | Generate boundary and extreme test values for a given parameter dimension to stress-test claims. |
| parameter-space-mapping | Identify all parameter dimensions along which a claim's validity might vary. |
| stress-test-validity-envelope-construction | Synthesize breakpoints across dimensions into a coherent validity envelope for a claim. |
Signals
- GitHub stars
- 469
- Forks
- 37
- Last commit
- Sep 2026
Advanced
- Catalog kind
- skill
- Gateway key
boundary-enumeration- Source
- github.com/yogsoth-ai/de-anthropocentric-research-engine