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calibrate

Context-adaptive delegation calibration through scenario-based interview. Detects execution context to select entry mode (Solo/TeamAugment/TeamRestructure) and produces a DelegationContract. Type: (DelegationAmbiguous, AI, CALIBRATE, TaskScope) → CalibratedDelegation. Alias: Epitrope(ἐπιτροπή).

56

1.97x
Quality

35%

Does it follow best practices?

Impact

93%

1.97x

Average score across 3 eval scenarios

SecuritybySnyk

Advisory

Suggest reviewing before use

Optimize this skill with Tessl

npx tessl skill review --optimize ./epitrope/skills/calibrate/SKILL.md
SKILL.md
Quality
Evals
Security

Evaluation results

88%

50%

API Service Onboarding — Delegation Setup

Solo calibration domain priority and question format

Criteria
Without context
With context

AskUserQuestion for Phase 0

0%

100%

AskUserQuestion for Phase 2

100%

100%

External domain first

0%

100%

FileModification before Strategy

100%

100%

Binary/ternary options

0%

100%

Concrete task-specific scenarios

70%

100%

AskUserQuestion for Phase 4

50%

100%

Exploration default in contract

0%

50%

Other uncalibrated defaults

0%

22%

Question count within Solo cap

100%

100%

100%

62%

Team Delegation Setup for Microservices Migration

TeamAugment WHO phase and scope guard

Criteria
Without context
With context

WHO discussion before domains

100%

100%

AskUserQuestion for WHO

0%

100%

Epistemic roles only

100%

100%

Implementation agent rejection

70%

100%

Total roles within cap

100%

100%

TeamCoordination scenario

0%

100%

ScopeCreep scenario

0%

100%

External domain priority

0%

100%

Authority replacement statement

0%

100%

AskUserQuestion for Phase 4

0%

100%

92%

27%

Delegation Decision Log for Evolving Project

Skip detection and recalibration triggers

Criteria
Without context
With context

Situation A triggers calibration

100%

100%

Situation B skip — single domain

100%

100%

Situation B uses existing contract

100%

100%

Situation C triggers recalibration

100%

100%

Situation D no recalibration

0%

100%

Situation E triggers recalibration

100%

100%

Exploration defaults to autonomous

0%

100%

Other uncalibrated domains default to ask-before

20%

20%

Repository
jongwony/epistemic-protocols
Evaluated
Agent
Claude Code
Model
Claude Sonnet 4.6

Table of Contents

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