Agent skill

Developer Growth Analysis

by CoWork-OS in CoWork-OS/CoWork-OS

Analyze recent coding patterns and generate a personalized developer growth report.

MITAuto-check passed

Install Developer Growth Analysis

skills CLI
$ npx skills add CoWork-OS/CoWork-OS --skill developer-growth-analysis -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install CoWork-OS/CoWork-OS developer-growth-analysis --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/CoWork-OS/CoWork-OS.git skills-src && mkdir -p .claude/skills && cp -r skills-src/resources/skills/developer-growth-analysis .claude/skills/developer-growth-analysis && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
developer-growth-analysis
GitHub stars
474
Token cost
~439 tokens
SKILL.md length
186 words
Files
3 (incl. scripts, references)
Skills in repo
46
Repo updated
First seen
Licence
MIT

At a glance

Analyze recent coding patterns and generate a personalized developer growth report.

  • SKILL.md covers Purpose, Routing, Trigger Examples and Runtime Prompt

What it does

Developer Growth Analysis is an agent skill from CoWork-OS/CoWork-OS. Analyze recent coding patterns and generate a personalized developer growth report.

Its SKILL.md is about 440 tokens, which your agent loads only when the skill is triggered. The skill folder holds 4 other files, including scripts and reference files (for example `references/full-guidance.md`).

The repository describes itself as: Local-first personal agentic OS and everything app for coding, knowledge work, web design, automations, and artifacts. The licence is MIT.

Example prompts

  • “/developer-growth-analysis”

What it can do on your machine

Read from SKILL.md and the folder at commit a77d646. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    Ships 1 file in scripts/, which the agent can run.

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    No URLs in SKILL.md.

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Developer Growth Analysis loads about 439 tokens when it runs, and up to ~4.3k if it reads all its reference files. Until then it costs about 27 tokens; SKILL.md has 186 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~27
When it runs · the whole SKILL.md, loaded when a task matches
~439
With references · SKILL.md plus every file in references/, read only if the agent opens them
~4.3k

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); the scripts in this folder are not scanned.

SKILL.md

The full file from CoWork-OS/CoWork-OS at commit a77d646, republished under its MIT licence (© CoWork-OS). 186 words, ~439 tokens.

Download SKILL.mdSave it as .claude/skills/developer-growth-analysis/SKILL.md (or your agent's skills folder). This skill also uses 2 other files; get the full folder from GitHub.
name
developer-growth-analysis
description
Analyze recent coding patterns and generate a personalized developer growth report.
version
1.0.0
metadata.author
CoWork OS Contributors <info@coworkosapp.com>
metadata.source-author
ComposioHQ

developer-growth-analysis

Purpose

Analyze recent coding patterns and generate a personalized developer growth report.

Routing

  • Use when: Use when the user asks to analyze recent coding patterns and generate a personalized developer growth report.
  • Do not use when: Do not use when the request is asking for planning documents, high-level strategy, or non-executable discussion; use the relevant planning or design workflow instead.
  • Outputs: Outcome from developer-growth-analysis: task-specific result plus concrete action notes.
  • Success criteria: Returns concrete actions and decisions matching the requested task, with no fabricated tool-side behavior.

Trigger Examples

Positive
  • Use the developer-growth-analysis skill for this request.
  • Help me with developer-growth-analysis.
  • Use when the user asks to analyze recent coding patterns and generate a personalized developer growth report.
  • developer-growth-analysis: provide an actionable result.
Negative
  • Do not use when the request is asking for planning documents, high-level strategy, or non-executable discussion; use the relevant planning or design workflow instead.
  • Do not use developer-growth-analysis for unrelated requests.
  • This request is outside developer-growth-analysis scope.
  • This is conceptual discussion only; no tool workflow is needed.

Runtime Prompt

  • Current runtime prompt length: 897 characters.
  • Runtime prompt is defined directly in ../developer-growth-analysis.json.

© CoWork-OS, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

SKILL.md and 2 other files (scripts, references) in resources/skills/developer-growth-analysis of CoWork-OS/CoWork-OS.

  • SKILL.md
  • references/full-guidance.md
  • scripts/.gitkeep

Open the folder on GitHubat commit a77d646

Compare with similar skills

Developer Growth Analysis next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

Developer Growth Analysis compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Developer Growth Analysis this skillCoWork-OS/CoWork-OS474—~439Automated safety check: PassMIT
Developer Growth Analysisdavila7/claude-code-templates32k13 repos~3.9kAutomated safety check: PassMIT
MCP Developmentcoollabsio/coolify63k1 repos~949Automated safety check: PassMIT
Developer Churnsickn33/agentic-awesome-skills47k1 repos~457Automated safety check: PassMIT
Game Developmentsickn33/agentic-awesome-skills47k1 repos~1.3kAutomated safety check: PassMIT
Growth Enginesickn33/agentic-awesome-skills47k2 repos~2.2kAutomated safety check: PassMIT

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Questions about Developer Growth Analysis

What does Developer Growth Analysis do?

Analyze recent coding patterns and generate a personalized developer growth report. Developer Growth Analysis is an agent skill from CoWork-OS/CoWork-OS. Analyze recent coding patterns and generate a personalized developer growth report.

How do I install Developer Growth Analysis in Claude Code?

Run `npx skills add CoWork-OS/CoWork-OS --skill developer-growth-analysis -a claude-code`. Or copy the skill folder (resources/skills/developer-growth-analysis in CoWork-OS/CoWork-OS) into .claude/skills/developer-growth-analysis in your project. Claude Code loads it when a task matches its description.

How do I install Developer Growth Analysis in Codex?

Run `npx skills add CoWork-OS/CoWork-OS --skill developer-growth-analysis -a codex`. Or copy the skill folder (resources/skills/developer-growth-analysis in CoWork-OS/CoWork-OS) into .agents/skills/developer-growth-analysis in your project. Codex loads it when a task matches its description.

Can I use Developer Growth Analysis in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add CoWork-OS/CoWork-OS --skill developer-growth-analysis -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/developer-growth-analysis, .gemini/skills/developer-growth-analysis, .github/skills/developer-growth-analysis and .opencode/skills/developer-growth-analysis in your project.

What does Developer Growth Analysis need to run?

SKILL.md names no scripts, command-line tools or credentials: Developer Growth Analysis is instructions for the agent only.

Does Developer Growth Analysis access the network?

SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.

Is Developer Growth Analysis safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. The check reads SKILL.md only: the scripts in the folder are not scanned, so read them before running anything.

What licence does Developer Growth Analysis use?

Developer Growth Analysis is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Developer Growth Analysis use?

About 439 tokens (SKILL.md is roughly 1.8k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 3.9k tokens, read only when the agent opens those files.

What are the alternatives to Developer Growth Analysis?

Skills that share tags, products or a category with Developer Growth Analysis: Developer Growth Analysis (davila7/claude-code-templates, 32k stars), MCP Development (coollabsio/coolify, 63k stars), Developer Churn (sickn33/agentic-awesome-skills, 47k stars) and Game Development (sickn33/agentic-awesome-skills, 47k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Developer Growth Analysis?

CoWork-OS (a GitHub organization) maintains it in CoWork-OS/CoWork-OS, which has 474 GitHub stars. The repository holds 46 skills in this directory. The repository was last updated on October 9, 2026.

Source: CoWork-OS/CoWork-OS on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.