shape

Bridge WHAT (intent) to HOW (implementation). Use when spec is clear but approach is not. Triggers on "shape this", "how should I build", "implementation approach".

1.53x

Quality

54%

Does it follow best practices?

Impact

72%

1.53x

Average score across 3 eval scenarios

Securityby

Advisory

Suggest reviewing before use

Optimize this skill with Tessl

npx tessl skill review --optimize ./hope/skills/shape/SKILL.md

Evaluation results

78%

57%

Design a Search and Filter System for a Content Library

AskUserQuestion formatting and batching

Criteria

Without context

With context

Conclusion-first labels

20%

80%

One-line tradeoff description

30%

90%

Plain text detail panel

100%

ALL CAPS section headers

100%

Short lines in detail panel

12%

87%

Dashes for bullets in panel

42%

100%

Explore further option present

Batched non-conflicting dimensions

20%

30%

No text walls before prompt

12%

87%

Technique names absent

100%

Semantic checksum present

100%

60%

Shape the Offline-First Sync Architecture for a Field Operations App

Pre-mortem and second-order effects analysis

Criteria

Without context

With context

Cross-dimension tension check

100%

Pre-mortem present

100%

Pre-mortem: discoverability

Pre-mortem: accessibility

Pre-mortem: concurrent operations

100%

Pre-mortem: maintenance burden

50%

Second-order effects per dimension

100%

Closed-off futures visible

100%

Integration options presented

Exit audit not shown

100%

Semantic checksum in emit

79%

13%

Shape the Authentication Migration for a Multi-Tenant SaaS Platform

Entry audit, classification inference, and scoped shaping

Criteria

Without context

With context

Domain type inferred, not asked

55%

100%

Reversibility inferred, not asked

100%

Externalities identified

100%

Externalities not shaped

100%

Entry audit not shown

100%

33%

Findings as brief bullets

22%

44%

High-stakes depth applied

44%

100%

Shape document sections complete

77%

100%

First step is atomic

22%

77%

Semantic checksum present

100%

No technique names in output

100%

Repository: saadshahd/moo.md
Commit: 6227365

Evaluated: 16 days ago
Agent: Claude Code
Model: Claude Sonnet 4.6

Table of Contents

Design a Search and Filter System for a Content Library Shape the Offline-First Sync Architecture for a Field Operations App Shape the Authentication Migration for a Multi-Tenant SaaS Platform

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