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developer-growth-analysis

Analyzes your recent Claude Code chat history to identify coding patterns, development gaps, and areas for improvement, curates relevant learning resources from HackerNews, and automatically sends a personalized growth report to your Slack DMs.

Install with Tessl CLI

npx tessl i github:Lingjie-chen/MT5 --skill developer-growth-analysis
What are skills?

60

Quality

51%

Does it follow best practices?

Impact

Pending

No eval scenarios have been run

Optimize this skill with Tessl

npx tessl skill review --optimize ./.trae/skills/developer-growth-analysis/SKILL.md
SKILL.md
Review
Evals

Evaluation results

100%

57%

Developer Growth Report from Chat History

Chat history parsing and report structure

Criteria
Without context
With context

Correct file path

100%

100%

Parses display field

100%

100%

Parses project field

100%

100%

Timestamp in milliseconds

100%

100%

24-48 hour filter applied

30%

100%

Report title

0%

100%

Report Period and Last Updated

0%

100%

Work Summary section

0%

100%

Improvement Areas section

0%

100%

Strengths Observed section

0%

100%

Action Items section

0%

100%

Without context: $0.4156 · 1m 54s · 19 turns · 21 in / 6,861 out tokens

With context: $1.2460 · 4m 7s · 32 turns · 288 in / 11,762 out tokens

100%

53%

Identify My Coding Growth Areas

Improvement area depth and formatting

Criteria
Without context
With context

3-5 improvement areas

0%

100%

Prioritized ordering stated

33%

100%

Why This Matters sub-section

0%

100%

What I Observed sub-section

40%

100%

Recommendation sub-section

30%

100%

Time to Skill Up sub-section

20%

100%

Specific not vague areas

80%

100%

Evidence references project or code

100%

100%

Areas are distinct topics

100%

100%

Action Items section present

50%

100%

Strengths section present

100%

100%

Without context: $0.3329 · 1m 50s · 14 turns · 20 in / 6,178 out tokens

With context: $1.0601 · 3m 25s · 32 turns · 3,053 in / 9,456 out tokens

99%

30%

Weekly Developer Check-in Report

Work pattern dimension coverage

Criteria
Without context
With context

Projects/Domains in summary

100%

100%

Technologies in summary

75%

100%

Problem types in summary

100%

100%

Challenges in summary

80%

100%

Approach patterns in summary

37%

87%

Work Summary paragraph count

0%

100%

Strengths count 2-3

100%

100%

Action Items numbered priority order

41%

100%

Action Items derived from areas

100%

100%

3-5 improvement areas present

100%

100%

Report title present

28%

100%

Without context: $0.5477 · 2m 10s · 24 turns · 30 in / 7,128 out tokens

With context: $0.9746 · 3m 6s · 25 turns · 3,077 in / 8,459 out tokens

Evaluated
Agent
Claude Code
Model
Claude Sonnet 4.6

Table of Contents

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