taste
SkillDev toolsRun a taste evaluation on a research proposal or technical direction. Determines whether to proceed, simplify, defer, or kill before committing research effort.
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 taste skill
What this skill tells your AI
The instructions your AI receives, as published by kastalien-research/thoughtbox in .agents/skills/taste/SKILL.md and read by ahel’s review.
Evaluate this research direction: $ARGUMENTS
Process
1. Determine Evaluation Depth
Based on the proposal, select the appropriate depth:
| Situation | Operations |
|---|---|
| Vague idea, needs sharpening | Compression test only |
| Specific technical proposal | Landscape + Dead-end estimation |
| Major resource commitment | Full pipeline (all 6 operations) |
| Stuck, need fresh angles | Cross-pollination only |
| Choosing between options | Prediction query only |
2. Run Operations (in order, skip per above)
Compression Test — Force into: "We believe [X] because [Y], and if we're right, [Z] follows." If it can't survive compression, verdict is defer.
Landscape Assessment — Use WebSearch and Exa (web_search_exa) to find adjacent work, abandoned approaches, new capabilities. What exists? What changed recently?
Prediction Query — Simulate success and failure worlds. Is the direction informative under both outcomes?
Dead-End Estimation — What's the most likely failure mode? What's the time-to-signal (not time-to-completion)?
Simplicity Audit — Is there an 80%-value simpler version? Apply recursively.
Cross-Pollination — Check against other domains. Structural resonance = real signal.
3. Stop Early
If the verdict becomes clear at any step, stop. Don't run more operations just to fill out the report.
4. Output
## Taste Evaluation: [Title]
**Verdict:** proceed | simplify | defer | kill
**Rationale:** [One sentence]
**Compression:** [Single-sentence formulation]
**Landscape:** [Position relative to existing work]
**Prediction:** Success -> [X] / Failure -> [Y]
**Time-to-signal:** [Estimate]
**Simplification:** [Cheaper version, if any]
**Cross-domain:** [Analogies, if checked]
**Next step:** [Concrete action]
Omit unchecked sections.
Signals
- GitHub stars
- 64
- Forks
- 20
- Last commit
- Jul 2026
Advanced
- Catalog kind
- skill
- Gateway key
taste-kastalien-research- Source
- github.com/kastalien-research/thoughtbox