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runtime-inspector

分析运行时行为、进程边界和 IPC 机制,检测"协议漂移"风险和进程生命周期问题。

Install with Tessl CLI

npx tessl i github:Lingjie-chen/MT5 --skill runtime-inspector
What are skills?

71

1.16x

Quality

55%

Does it follow best practices?

Impact

100%

1.16x

Average score across 3 eval scenarios

Optimize this skill with Tessl

npx tessl skill review --optimize ./.trae/skills/runtime-inspector/SKILL.md
SKILL.md
Review
Evals

Quality

Discovery

32%

Based on the skill's description, can an agent find and select it at the right time? Clear, specific descriptions lead to better discovery.

The description identifies a specialized technical domain (runtime/IPC analysis) with some specific capabilities, but suffers from missing explicit usage triggers and relies heavily on technical jargon. The lack of a 'Use when...' clause significantly limits Claude's ability to know when to select this skill from a large pool.

Suggestions

Add a 'Use when...' clause with explicit triggers, e.g., '当用户提到进程通信、IPC调试、协议不一致或进程崩溃问题时使用'

Include more natural language variations alongside technical terms, such as '进程间通信问题', '服务通信故障', '进程异常退出'

List more concrete actions the skill performs, e.g., '追踪进程通信链路、诊断协议版本不匹配、分析进程启动/终止序列'

DimensionReasoningScore

Specificity

Names domain (runtime behavior, process boundaries, IPC mechanisms) and some actions (analyze, detect), but lacks comprehensive concrete actions. 'Protocol drift risk' and 'process lifecycle issues' are somewhat specific but could be more detailed.

2 / 3

Completeness

Describes what it does (analyze runtime behavior, detect risks) but completely lacks a 'Use when...' clause or any explicit trigger guidance for when Claude should select this skill.

1 / 3

Trigger Term Quality

Contains technical terms like 'IPC', 'process boundaries', 'protocol drift' that experts might use, but missing common variations or natural language terms users would say. Terms are fairly jargon-heavy.

2 / 3

Distinctiveness Conflict Risk

The combination of IPC, protocol drift, and process lifecycle creates a somewhat specific niche, but could overlap with general debugging, performance analysis, or system monitoring skills.

2 / 3

Total

7

/

12

Passed

Implementation

77%

Reviews the quality of instructions and guidance provided to agents. Good implementation is clear, handles edge cases, and produces reliable results.

This is a well-structured skill with strong actionability and clear workflow. The concrete search patterns and decision tables make it immediately usable. Main weaknesses are the stylistic verbosity ('老师傅' metaphors throughout) and keeping all content in one file when some reference material could be externalized.

Suggestions

Remove or reduce the '老师傅' narrative framing to improve token efficiency while keeping the technical content

Consider moving the IPC risk patterns table to a separate REFERENCE.md file and linking to it

DimensionReasoningScore

Conciseness

The skill has some stylistic flourishes ('老师傅箴言', metaphors) that add flavor but consume tokens. The core technical content is reasonably efficient, but the narrative framing and repeated 'old master' references add unnecessary verbosity.

2 / 3

Actionability

Provides concrete search targets for each language/framework (exact function names, module names), specific patterns to look for, and clear decision tables. The guidance is specific enough to be immediately executable.

3 / 3

Workflow Clarity

Clear three-step sequential process (Identify Entry Points → Trace Spawning → Tap the Wire) with explicit validation checkpoints via the Contract Status table. The mandatory 'sequential thinking' requirement adds a meta-validation layer.

3 / 3

Progressive Disclosure

Content is well-organized with clear sections and tables, but everything is in a single file. For a skill of this complexity (~100 lines), some content like the IPC risk patterns table could be split into a reference file. However, the structure is logical and navigable.

2 / 3

Total

10

/

12

Passed

Validation

100%

Checks the skill against the spec for correct structure and formatting. All validation checks must pass before discovery and implementation can be scored.

Validation11 / 11 Passed

Validation for skill structure

No warnings or errors.

Reviewed

Table of Contents

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If you maintain this skill, you can claim it as your own. Once claimed, you can manage eval scenarios, bundle related skills, attach documentation or rules, and ensure cross-agent compatibility.