inquire

Infer context insufficiency before execution. Surfaces uncertainties through information-gain prioritized inquiry when AI infers areas of context insufficiency, producing informed execution. Type: (ContextInsufficient, AI, INQUIRE, ExecutionPlan) → InformedExecution. Alias: Aitesis(αἴτησις).

Install with Tessl CLI

npx tessl i github:jongwony/epistemic-protocols --skill inquire

What are skills?

Review — 17%

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Learn more

Validation — 11 / 11 Passed

Validation for skill structure

SKILL.md

Review

Evals

Evaluation results

69%

Notification Service Integration: Pre-Implementation Review

Phase 2 question format and protocol structure

Criteria

Without context

With context

Priority classification

100%

Sequential presentation

100%

Progress indicator

Three-option format

Dismiss with stated default

70%

80%

Evidence citation

100%

Information-gain ordering

100%

No scanning trace in output

100%

Factual uncertainties only

37%

62%

Actionable options

37%

50%

Minimum question count

100%

Relational priority justification

50%

Without context: $0.2444 · 1m 42s · 9 turns · 14 in / 5,001 out tokens

With context: $0.4935 · 2m 40s · 18 turns · 299 in / 7,618 out tokens

100%

Developer Guide: When to Run Pre-Execution Inquiry

Protocol activation decisions and skip conditions

Criteria

Without context

With context

Task A skip: read-only

100%

Task C skip: explicit proceed

100%

Task E: context-collectible

100%

Task B triggers inquiry

100%

Task D triggers inquiry

100%

Inference-based reasoning

80%

100%

Gate predicate applied

100%

First question format

60%

100%

Session immunity explained

75%

100%

Specificity of skip reasoning

100%

Without context: $0.2449 · 1m 38s · 11 turns · 16 in / 4,541 out tokens

With context: $0.4815 · 2m 17s · 21 turns · 271 in / 6,085 out tokens

95%

17%

Order Service Migration: Decision Log

Multi-round uncertainty accumulation and session convergence

Criteria

Without context

With context

Multiple rounds

100%

Cumulative accumulation

50%

83%

Context-resolved shown separately

100%

Phase 1 read-only methods

100%

Re-scan after integration

100%

Convergence reached

100%

Evidence cited in questions

100%

Progress indicator updated

20%

70%

Plan evolution shown

100%

Dismiss option present

100%

One question per round

100%

Without context: $0.2227 · 1m 48s · 8 turns · 13 in / 5,362 out tokens

With context: $0.6902 · 4m 33s · 18 turns · 426 in / 12,762 out tokens

Evaluated: about 12 hours ago
Agent: Claude Code

Table of Contents

Notification Service Integration: Pre-Implementation Review Developer Guide: When to Run Pre-Execution Inquiry Order Service Migration: Decision Log

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