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fix: harmonize SKILL.md effort budgets and ISC minimums with Algorithm #890

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fix: harmonize SKILL.md effort budgets and ISC minimums with Algorithm #890

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30 changes: 13 additions & 17 deletions Releases/v4.0.3/.claude/PAI/SKILL.md
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Expand Up @@ -59,13 +59,11 @@ Emit `♻️` header and `🗒️ TASK` as first tokens — IMMEDIATELY. Don't p

| Tier | Budget | When |
|------|--------|------|
| **Instant** | <10s | Trivial lookup, greeting → minimal format |
| **Fast** | <1min | Simple fix, skill invocation |
| **Standard** | <2min | Normal request (DEFAULT) |
| **Extended** | <4min | Higher quality, more capabilities/skills |
| **Advanced** | <8min | Substantial complexity, many more|
| **Deep** | <32min | Complex solution, extensive skills |
| **Comprehensive** | <120m | Little time pressure, maximum skills |
| **Extended** | <8min | Quality must be extraordinary |
| **Advanced** | <16min | Substantial multi-file work |
| **Deep** | <32min | Complex design |
| **Comprehensive** | <120min | No time pressure |

Default: Standard. Escalate to match Euphoric Surprise within time SLA. TIME CHECK each phase — >150% budget → auto-compress to next-lower tier.

Expand Down Expand Up @@ -195,17 +193,15 @@ Extended+:

**Every criterion:** 8-16 words, state not action, binary testable, one concern.

**ISC minimums per effort tier:**

| Effort Tier | ISC Minimum | Target Range | Structure |
|-------------|-------------|-------------|-----------|
| Instant | None | — | — |
| Fast | 2-4 | 2-4 | Flat list |
| Standard | 8 | 8-32 | Flat |
| Extended | 33 | 33+ | Grouped by domain |
| Advanced | 64 | 64+ | Grouped by domain |
| Deep | 128 | 128+ | Grouped by domain |
| Comprehensive | 256 | 256+ | Multi-level hierarchy |
**ISC minimums per effort tier** (aligned with Algorithm ISC Count Gate):

| Effort Tier | ISC Minimum | ISC Range | Structure |
|-------------|-------------|-----------|-----------|
| Standard | 8 | 8-16 | Flat |
| Extended | 16 | 16-32 | Grouped by domain |
| Advanced | 24 | 24-48 | Grouped by domain |
| Deep | 40 | 40-80 | Grouped by domain |
| Comprehensive | 64 | 64-150 | Multi-level hierarchy |

More ISC = finer verification = better hill-climbing. When in doubt, more criteria. One testable aspect per criterion.

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