taste

SkillDev tools

Run 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.

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:

SituationOperations
Vague idea, needs sharpeningCompression test only
Specific technical proposalLandscape + Dead-end estimation
Major resource commitmentFull pipeline (all 6 operations)
Stuck, need fresh anglesCross-pollination only
Choosing between optionsPrediction 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