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Claude Code

An agentic coding product for codebases and development tasks.

Official source ↗ · Source checked 2026-10-23

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Tasks covered in this library

28 tag-associated cases; tool roles have not all been reviewed. This is not the product’s full capability range.

Latest case update:2026-11-01

Workflows, prerequisites & evidence

Research & Knowledge

Read five Anthropic X posts with Claude Code and ego-browser

Official Claude Code guide: Bypass permissions, /ego-browser, return links and summaries

Read the case’s method and prerequisites

Onboard ego(lite) into Claude skills, switch to Code with Bypass permissions, run /ego-browser plus the restated task, finish login in Space if needed.

ego(lite) · ego-browser · Claude Code

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Software & DevOps

Have Grok Bot Install Claude Code, Codex CLI, and acpx with Usage Rules

Input: a system prompt → Processing: Grok Bot installs CLI tools, handles logins, validates execution → Output: a multi-model coding agent environment with invocation rules

Read the case’s method and prerequisites

Requires shell access on the Grok Bot computer; system must meet Node 22.13+ (or be ready to download portable Node); needs Claude, OpenAI, and GitHub accounts for interactive login; no sudo used, all installations confined to ~/.local.

Claude Code · Codex

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Software & DevOps

Speed Up Your Website with One Claude Code Prompt

Enter your site URL → Claude Code runs PageSpeed Insights, fixes the biggest bottleneck → outputs before/after benchmarks and visitor-meaningful changes only

Read the case’s method and prerequisites

Requires Claude Code and a publicly accessible website URL. Claude Code will call PageSpeed Insights to read 28-day Chrome field data, then diagnose and fix per the prompt flow. Author did not state whether additional API fees apply.

Claude Code

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Work & Operations

Let Claude Code investigate across email, AWS, and Claude accounts

After receiving anomaly emails from AWS and Claude, use a natural-language instruction to have Claude Code autonomously check email, AWS, and Claude accounts, with resolution in 20 minutes

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Launch Claude Code in your terminal, ensure it has access or context for email, AWS Console, and your Claude account (via CLI login or MCP/tool integrations), then describe the issue in natural language and let it investigate.

Claude Code

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Security, Science & Hardware

Pi-Based 24/7 Homelab Agentic Software Factory

Local small model scans network and code 24/7 → cloud desk verifies evidence → auto-routes fixes or escalates to human decision

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Requires homelab hardware (the author: two DGX Sparks plus a separate rig with two RTX 6000s), Pi terminal environment, Herdr pane manager, and self-built/open-source components (Rat King, celld, Muster, etc.). Author recommends starting with one desk and one worker, expanding gradually.

Claude Code

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Life Admin & Home

Grok Bot Agent for CAD Design, Subscription Cleanup, and Insurance Quotes

Sketch → Claude Code generates STEP file and orders aluminum bracket; auto-cancels idle subscriptions; emails multiple insurance agents for renewal quotes

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Requires Grok Bot access, Claude Code installed on macOS, Xometry account with payment authorization, and email account access. Source does not provide configuration details; steps below are summarized from the author's report.

Claude Code · Email

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Security, Science & Hardware

Audit a Game Repo with Claude Code Read-Only, Find 13 Vulnerabilities in 5 Minutes

Input: local code repo + attacker-perspective audit prompt → Processing: Claude Code read-only analysis → Output: severity-ranked vulnerability list with file:line references and fix suggestions

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Requires Claude Code access and a locally readable code repository. The author emphasized read-only mode with no actions against production. Audit scope is defined by the prompt: crashes, cheats, and abuse vectors.

Claude Code

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Software & DevOps

Build a Zero-Asset Cat Restaurant Game with Claude Code + three.js

Design docs first → code-block assets → level editor → autopilot regression testing

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Prerequisites: Claude Code available; basic three.js or WebGL knowledge; no external art assets—everything generated via code using geometries and materials. Core workflow: write design docs (CLAUDE.md + economy/art/sound/event docs) first, then have Claude Code implement block by block; test each new gameplay loop before adding the next; finally run an autopilot script for regression testing.

Claude Code

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Money, Bills & Benefits

Filing 7 Tax Returns in a Week with Claude Code: Agent Self-Review + GitHub Evidence Chain + Human Signature

Input: Multi-year, multi-state tax documents across multiple taxpayers → Process: Claude Code targeted self-review, GitHub audit trail → Output: Final returns ready for signature

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Requires: Claude Code desktop app, GitHub repository, historical tax documents (W-2, 1099, prior returns), US tax basics. Author is a US taxpayer filing 1040 and schedules. No prompt needed — just follow the steps. High-risk output requires human verification; sign only after judging evidence sufficiency.

Claude Code · GitHub

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Software & DevOps

Claude Code + opencode CLI: Offload Heavy Work to DeepSeek

Configure opencode CLI in Claude Code's Opus to delegate testing and heavy tasks to DeepSeek V4.1 Flash

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Prerequisites: Claude Code installed with Opus access; opencode CLI installed; DeepSeek API key available. Give Opus the prompt to use the local opencode CLI to call DeepSeek V4.1 Flash as a sub-agent for non-design/architecture/complex-algorithm tasks.

Claude Code · DeepSeek

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Software & DevOps

Build a Prompt Iteration Loop with Langfuse and Claude Code

Input: production Langfuse traces and failure cases → Process: bucket failures into a golden dataset, let Claude Code make the smallest fix → Output: before/after scores and rollback-ready prompt versions

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Prerequisites: Langfuse deployed and tracing production calls; Claude Code CLI installed; a ticket system (Jira or Notion) for change records. Boundaries: the author uses 20–50 real failures per golden dataset; rollback if score does not improve; tool brands are swappable, record completeness matters more than the specific tool.

Claude Code · Jira · Notion

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Content & Creative

Generate a Product Launch Video in One Claude Code Session

Input: product URL and key actions → Process: Playwright screen capture + Remotion edit + code-generated audio + FFmpeg render → Output: 20–25s 1080p60 launch video

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Requires: deployed web app URL, Claude Code environment, Node.js/Remotion dev environment, FFmpeg. Use the source prompt as the initial Claude Code instruction and let the AI generate the Playwright script, Remotion project, audio synthesis code, and FFmpeg render command in sequence. Replace bracketed placeholders (URL, action flow, captions, brand info) with your own content.

Claude Code · Playwright · FFmpeg

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Software & DevOps

Orchestrate 40+ AI Agents with Claude Code Shortcuts for Code Changes

A non-coder routes risky code changes through /qnew → /qplan → /qcode → /qgit shortcuts, letting specialized agents collaborate in stages

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Requires Claude Code with the Superpowers open-source plugin loaded for 14 helper skills. Each shortcut maps to a written playbook triggered by human keystrokes, not autonomously. Normal and high-risk changes use different command combos.

Claude Code

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Software & DevOps

Read Files First, 5-Bullet Plan, Wait for OK Before Coding in Claude Code

Send pre-check prompt → AI reads files and outputs 5-bullet plan → Confirm before any code is written

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Send a fixed prompt in Claude Code asking the AI to read relevant files first, list the plan in 5 bullets, and wait for an explicit "ok" before writing any code. No additional tools or configuration needed.

Claude Code

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Software & DevOps

Claude Code Terminal Mod: Deploy Progress Bar + Mac Notifications

Deploy script writes JSON state per stage → Claude Code-generated terminal mod reads and renders progress bar → Mac notification on done or failed

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Requires: terminal with Claude Code installed, modifiable deploy script, macOS (for notifications). The script must write {step, total, label, state} to a JSON file at an agreed path per stage; the mod polls that file every 2s and draws the bar; failed steps are caught by a trap and shown in red; completion or failure triggers a Mac notification.

Claude Code

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