Agent skill

Deep Analysis

by nicepkg in nicepkg/auto-company

Analytical thinking patterns for comprehensive evaluation, code audits, security analysis, and performance reviews.

No licenceAuto-check: notesBusiness, Finance & HR

Install Deep Analysis

skills CLI
$ npx skills add nicepkg/auto-company --skill deep-analysis -a claude-code

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

GitHub CLI
$ gh skill install nicepkg/auto-company deep-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/nicepkg/auto-company.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.claude/skills/deep-analysis .claude/skills/deep-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
deep-analysis
GitHub stars
192
Used in
2 other repos
Token cost
~2.7k tokens
SKILL.md length
175 words
Files
1
Skills in repo
23
Repo updated
First seen
Licence
None found

At a glance

Analytical thinking patterns for comprehensive evaluation, code audits, security analysis, and performance reviews.

  • Works in 6 steps: Use appropriate templates: Match… → Be systematic: Follow the template… → Quantify findings: Use metrics and… → …
  • Tasks that involve Performance reviews
  • SKILL.md covers When to Use, Analysis Templates, Integration with Extended… and Best Practices, plus 1 more section
  • Calls fastapi

What it does

Deep Analysis is an agent skill from nicepkg/auto-company. Analytical thinking patterns for comprehensive evaluation, code audits, security analysis, and performance reviews. Provides structured templates for thorough investigation with extended thinking support.

Its SKILL.md is about 2.7k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.

It sits in Business, Finance & HR, covering Performance reviews. The repository describes itself as: 🤖 A fully autonomous AI company that runs 24/7. 14 AI agents (Bezos, Munger, DHH...) brainstorm ideas, write code, deploy products & make money — no human in the loop. Powered…

When your agent uses it

  • Tasks that involve Performance reviews

Example prompts

  • “/deep-analysis”

Requirements

  • Python 3
  • Pre-approved tools (allowed-tools): Bash, Read, Write, Edit, Glob, Grep, Task, WebFetch, WebSearch

Workflow steps

6 steps, taken from the first numbered list in SKILL.md.

  1. Use appropriate templates: Match template to analysis type
  2. Be systematic: Follow the template structure completely
  3. Quantify findings: Use metrics and severity ratings
  4. Prioritize actionable: Focus on findings that can be fixed
  5. Document evidence: Link to specific code/logs/data
  6. Track progress: Update findings as they're addressed

What it can do on your machine

Read from SKILL.md and the folder at commit 1252920. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves these tools, so the agent can use them without asking each time:

    • Bash
    • Read
    • Write
    • Edit
    • Glob
    • Grep
    • Task
    • WebFetch
    • WebSearch

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    Shell commands in SKILL.md call:

    • fastapi

    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

Deep Analysis loads about 2.7k tokens when it runs. Until then it costs about 55 tokens; SKILL.md has 175 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~55
When it runs · the whole SKILL.md, loaded when a task matches
~2.7k

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: notes

The automated check noted patterns worth knowing about, such as sudo or a known installer.

  • NotePre-approves every shell command (allowed-tools: Bash)SKILL.md
    allowed-tools: Bash, Read, Write, Edit, Glob, Grep, Task, WebFetch, WebSearch

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); files beside SKILL.md are not scanned.

SKILL.md

Without a licence we can't republish the file, so here is its outline and opening line. It has 175 words (~2,742 tokens).

“Comprehensive analytical templates for thorough investigation, audits, and evaluations leveraging extended thinking capabilities.”

— opening of SKILL.md by nicepkg
name
deep-analysis
allowed-tools
Bash, Read, Write, Edit, Glob, Grep, Task, WebFetch, WebSearch
dependencies
extended-thinking, complex-reasoning
triggers
analyze, audit, review, assess, evaluate, investigate, deep dive, comprehensive review, security analysis, performance analysis, code audit

Read the full SKILL.md on GitHub

Files

Just SKILL.md in .claude/skills/deep-analysis of nicepkg/auto-company.

Open the folder on GitHubat commit 1252920

Used in 2 other repositories

We found 3 copies of this SKILL.md (exact, near-identical or edited) in other folders, from 2 other GitHub owners. This page covers the copy in nicepkg/auto-company, which our catalogue first saw on October 7, 2026.

Compare with similar skills

Deep 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.

Deep Analysis compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Deep Analysis this skillnicepkg/auto-company1922 repos~2.7kAutomated safety check: NotesNone
Sap Sac Planningsecondsky/sap-skills460—~10kAutomated safety check: PassGPL-3.0
Gatingoaustegard/claude-skills150—~3.1kAutomated safety check: PassMIT
Tech Presentation Interviewcuriositech/some_claude_skills243—~3.6kAutomated safety check: PassMIT
Engineering Manager ToolkitFerroxLabs/wayland608—~4.6kAutomated safety check: PassApache-2.0
Wp Performance Reviewelvismdev/claude-wordpress-skills2341 repos~4.5kAutomated safety check: PassMIT

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Questions about Deep Analysis

What does Deep Analysis do?

Analytical thinking patterns for comprehensive evaluation, code audits, security analysis, and performance reviews. Deep Analysis is an agent skill from nicepkg/auto-company. Analytical thinking patterns for comprehensive evaluation, code audits, security analysis, and performance reviews.

When should I use Deep Analysis?

Deep Analysis fits situations like: tasks that involve Performance reviews.

How do I install Deep Analysis in Claude Code?

Run `npx skills add nicepkg/auto-company --skill deep-analysis -a claude-code`. Or copy the skill folder (.claude/skills/deep-analysis in nicepkg/auto-company) into .claude/skills/deep-analysis in your project. Claude Code loads it when a task matches its description.

How do I install Deep Analysis in Codex?

Run `npx skills add nicepkg/auto-company --skill deep-analysis -a codex`. Or copy the skill folder (.claude/skills/deep-analysis in nicepkg/auto-company) into .agents/skills/deep-analysis in your project. Codex loads it when a task matches its description.

Can I use Deep 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 nicepkg/auto-company --skill deep-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/deep-analysis, .gemini/skills/deep-analysis, .github/skills/deep-analysis and .opencode/skills/deep-analysis in your project.

What does Deep Analysis need to run?

Going by SKILL.md and its folder, Deep Analysis needs the command-line tools its instructions call (fastapi). Our summary lists: Python 3. Its frontmatter pre-approves these tools: Bash, Read, Write, Edit, Glob, Grep, Task, WebFetch, WebSearch.

Does Deep 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 Deep Analysis safe to install?

Our automated static check of SKILL.md found notes only (pre-approves every shell command (allowed-tools: bash)), nothing it rates as a warning. It is not a guarantee. Review the folder before installing.

What licence does Deep Analysis use?

No licence was found for Deep Analysis or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.

How many tokens does Deep Analysis use?

About 2.7k tokens (SKILL.md is roughly 11k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

What are the alternatives to Deep Analysis?

Skills that share tags, products or a category with Deep Analysis: Sap Sac Planning (secondsky/sap-skills, 460 stars), Gating (oaustegard/claude-skills, 150 stars), Tech Presentation Interview (curiositech/some_claude_skills, 243 stars) and Engineering Manager Toolkit (FerroxLabs/wayland, 608 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Deep Analysis?

nicepkg (a GitHub organization) maintains it in nicepkg/auto-company, which has 192 GitHub stars. The repository holds 23 skills in this directory. The repository was last updated on February 12, 2026.

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