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the-explore-codebase

Explore an unfamiliar area of the Stave codebase quickly. Use when the request asks for workspace structure, architecture overview, relevant files, entrypoints, "where should I look first", "관련 코드 확인", "구조 파악", or broad code search before implementation.

89

1.05x
Quality

84%

Does it follow best practices?

Impact

99%

1.05x

Average score across 3 eval scenarios

SecuritybySnyk

Passed

No known issues

SKILL.md
Quality
Evals
Security

Evaluation results

99%

-1%

IPC Layer Orientation for a New Contributor

IPC layer navigation report

Criteria
Without context
With context

AGENTS.md or arch docs first

100%

100%

architecture/index.md consulted

100%

100%

architecture/entrypoints.md consulted

100%

100%

IPC subsystem named

100%

100%

window-api.d.ts identified

100%

100%

electron/main/ipc/schemas.ts identified

100%

100%

Contract boundaries described

100%

100%

Follow-up files or queries provided

100%

100%

No full app.store.ts load

100%

100%

Scope kept narrow

100%

87%

Explore subagent or targeted approach

100%

100%

99%

1%

Provider Event Divergence Investigation

Provider event normalization flow trace

Criteria
Without context
With context

Arch docs before impl files

100%

100%

provider.types.ts identified

100%

100%

schemas.ts identified with types

100%

100%

provider-event-replay.ts identified

100%

100%

Both SDK runtimes examined together

100%

100%

Subsystem named

100%

100%

Contract boundaries described

100%

100%

Follow-up files or queries

100%

100%

No broad app.store.ts load

75%

100%

Targeted vs broad search

100%

100%

Scope kept to provider pipeline

100%

83%

100%

14%

Stave Auto Feature Architecture Mapping

Stave auto feature architecture map

Criteria
Without context
With context

Arch docs read first

80%

100%

architecture/index.md consulted

100%

100%

architecture/entrypoints.md consulted

100%

100%

Agent/Explore subagent used

0%

100%

No rg/Glob chain as primary strategy

100%

100%

Subsystem named

100%

100%

Key files listed

100%

100%

Contract boundaries described

100%

100%

Follow-up files or searches

100%

100%

Output scoped to feature

100%

100%

No whole-file bulk loads

100%

100%

Repository
sendbird/stave
Evaluated
Agent
Claude Code
Model
Claude Sonnet 4.6

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