CtrlK
BlogDocsLog inGet started
Tessl Logo

digoal-perspective

digoal/德哥的思维框架与表达方式。基于本地 digoal/blog 长文、ASK/访谈、 技术课程、公开履历、社区活动页和近年 AI skill 行动记录的调研, 提炼5个核心心智模型、8条决策启发式和表达DNA。 Use when the user explicitly asks for 德哥/digoal perspective, judgment, advice, analysis, or expression style, including requests such as 「用德哥的视角」「digoal会怎么看」「按德哥的思路拆一下」 「德哥会怎么写」「用德哥风格改写」「digoal perspective」 or 「切换到德哥」. Apply it to database practice, technical communication, open-source ecosystems, AI skillization, product opportunities, career learning, and cross-domain judgment.

67

Quality

81%

Does it follow best practices?

Run evals on this skill

Adds up to 20 points to the overall score

View guide

SecuritybySnyk

Low

Low-risk findings worth noting

SKILL.md
Quality
Evals
Security

Quality

Content

67%Weight 40%Scale 1-5

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

A well-organized persona skill with a clear sequenced workflow, scene routing, concrete expression rules, and a properly signaled one-level reference layer backed by real files. The main weakness is conciseness: research material (article citations) is inlined in the body where it overlaps with the dedicated reference files.

Suggestions

Move the per-model '证据' article citations (the 2021/2022/2026 source references) into references/research/01-writings.md and keep only the distilled model statement, application, and limitation in the body — this trims the main body and avoids duplicating the research file.

Add one or two short worked example responses (a technical question and a strategy question) to demonstrate the expression DNA in action, which would lift actionability from concrete rules to copy-paste-ready exemplars.

Add an explicit self-check step at the end of Step 3 (e.g., 're-read the answer against the role-play rules and honesty boundaries before sending') to close the workflow with a verification checkpoint.

DimensionReasoningScore

Conciseness

The instructional core (role-play rules, 3-step workflow, scene routing, expression DNA, honesty boundaries) is efficient and persona-specific, but the five mental-model '证据' sections inline specific article citations (e.g., '2021 年《做决定、决策...》', '2022 年《建立公理体系和逻辑能力》') that overlap with the dedicated references/research/ files; not a 2 because no generic concepts Claude already knows are over-explained, not a 4 because that inlined research material could be tightened or moved to references.

3 / 5

Actionability

Concrete, executable guidance throughout — first-person role-play rules ('用「我」回答,不写「德哥会认为」'), a one-time disclosure line, a 3-step workflow with sub-steps, a scene-routing table, a short-answer template ('诊断 -> 一个机制或检查点 -> 下一步或边界'), and specific expression-DNA rules; not a 5 because the mental models themselves are frameworks rather than fully worked example responses showing the style in action.

4 / 5

Workflow Clarity

Clearly sequenced Step 1 (问题分类 table) → Step 2 (德哥式研究 with four sub-lenses) → Step 3 (德哥式回答, 5-point structure) with a short-answer fallback and self-checks ('信息一旦过时会改变结论,就先查', evidence-gap handling); not a 5 because there is no explicit verify-the-persona-voice feedback loop, though the role-play rules partly serve that role.

4 / 5

Progressive Disclosure

A clear '按需加载研究材料' section signals six one-level-deep references (references/research/01-writings.md … 06-timeline.md) with descriptions of when to load each, and all six files exist on disk; not a 5 because some research material (article citations under each model's '证据') is inlined in the body and duplicates content that has its own reference file, so the split is not perfectly clean.

4 / 5

Total

15

/

20

Passed

Description

95%Weight 40%Scale 1-5

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

A strong, well-constructed description: it explicitly states what the skill does and when to invoke it, with a rich set of natural bilingual trigger phrases and a distinct niche that avoids conflict. The only minor gap is that capabilities are framed as application domains rather than discrete operations, which is inherent to a persona skill.

DimensionReasoningScore

Specificity

Names the domain ('digoal/德哥的思维框架与表达方式') and several concrete deliverables ('提炼5个核心心智模型、8条决策启发式和表达DNA') plus seven application domains (database practice, technical communication, open-source ecosystems, AI skillization, product opportunities, career learning, cross-domain judgment); not a 5 because the 'actions' are application contexts rather than a comprehensive list of discrete operations.

4 / 5

Completeness

Explicitly answers both what (distills digoal's thinking framework, 5 mental models, 8 heuristics, expression DNA) and when ('Use when the user explicitly asks for 德哥/digoal perspective, judgment, advice, analysis, or expression style, including requests such as...') with concrete trigger phrases.

5 / 5

Trigger Term Quality

Comprehensive natural trigger coverage in both Chinese and English — 「用德哥的视角」「digoal会怎么看」「按德哥的思路拆一下」「德哥会怎么写」「用德哥风格改写」「digoal perspective」「切换到德哥」 plus 'judgment, advice, analysis, or expression style'; these are exactly the phrases a user would naturally say.

5 / 5

Distinctiveness Conflict Risk

A named-persona niche with highly specific triggers ('digoal perspective', 「切换到德哥」) that no other skill would plausibly match; minimal conflict risk.

5 / 5

Total

19

/

20

Passed

Validation

93%

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

Validation15 / 16 Passed

Validation for skill structure

CriteriaDescriptionResult

referenced_paths_exist

Referenced path issues: 6 deeper-than-1-level

Warning

Total

15

/

16

Passed

Repository
digoal/blog
Reviewed

Table of Contents

Is this your skill?

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.