shanraisshan/claude-code-best-practicePublic

from vibe coding to agentic engineering - practice makes claude perfect

AI summary: A comprehensive collection of optimized prompt patterns for generating code with Anthropic's Claude.

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Open PRs
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HTMLMITCreated Oct 31, 2025Last push 3d ago+366 stars this week+366 this month

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since Dec 7, 2025
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64.1K stars as of Aug 6, 2026, tracked back to Dec 7, 2025. Historical curve reconstructed from public GitHub event archives, calibrated to the current total.

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Signals and awards

derived from tracked data
  • Landmark project

    64,067 stars

  • Very active

    1,575 commits in 52 weeks

  • Permissive license

    MIT

  • Repeat trending

    25 trending appearances

What claude-code-best-practice does

This repository serves as an extensive guide and resource library for maximizing the effectiveness of Anthropic's Claude models in software engineering tasks. It details specific prompting strategies designed to reduce hallucinations and improve the functional accuracy of generated code. The project includes numerous examples covering various programming languages and architectural patterns. It delves into advanced techniques such as few-shot prompting, chain-of-thought reasoning, and context window optimization. By providing tested templates, it helps developers integrate Claude more reliably into their daily workflows.

Aimed at software developers and AI practitioners looking to improve their interactions with Claude models. Users should have a basic understanding of programming concepts and prompt engineering.

  • Prompt templates: Offers ready-to-use structures for common coding tasks like refactoring and documentation.
  • Language specific guides: Provides nuanced advice for generating code in Python, JavaScript, Go, and Rust.
  • Context optimization: Details methods for feeding large codebases to the model without exceeding token limits.
  • Error handling strategies: Explains how to prompt the model to robustly handle edge cases and exceptions.
  • Chain-of-thought examples: Demonstrates how to guide the model through complex architectural decisions.

Where teams use it

Reliable code generation

Helps developers craft prompts that consistently produce secure and functional source code.

Complex refactoring

Guides users on how to instruct the model to redesign legacy systems without breaking functionality.

Test driven development

Provides patterns for generating comprehensive test suites based on minimal requirement descriptions.

Educational resource

Serves as a training manual for engineering teams adopting LLM-assisted development practices.

Getting started: git clone https://github.com/shanraisshan/claude-code-best-practice.git

README

main branch

claude-code-best-practice

from vibe coding to agentic engineering - practice makes claude perfect

updated with Claude Code GitHub Stars

Best Practice Implemented Orchestration Workflow Claude Boris Community Click on these badges below to see the actual sources
= Agents · = Commands · = Skills

Claude Code mascot jumping
GitHub Trending #1 Repository Of The Day

Supported by:  Disrupt.com — Ventures Reimagined  ClaudeKit — Production-ready skills and workflows

Boris Cherny on Claude Code
Boris Cherny on X (tweet 1 · tweet 2 · tweet 3)

Tip

Visit the How to Use section to take full advantage of this repo.

🧠 CONCEPTS

Feature Location Description
Subagents .claude/agents/<name>.md Best Practice Implemented
Commands .claude/commands/<name>.md Best Practice Implemented
Skills .claude/skills/<name>/SKILL.md Best Practice Implemented Official Skills · Skills for Mono-repos
Workflows .claude/commands/weather-orchestrator.md Orchestration Workflow
Hooks .claude/hooks/ Best Practice Implemented Guide
MCP Servers .claude/settings.json, .mcp.json Best Practice Implemented
Plugins distributable packages Marketplaces · Create Marketplaces
Settings .claude/settings.json Best Practice Implemented Permissions · Model Config · Output Styles · Sandboxing · Keybindings · Auto Mode Config
Status Line .claude/settings.json Best Practice Implemented
Memory CLAUDE.md, .claude/rules/, ~/.claude/rules/, ~/.claude/projects/<project>/memory/ Best Practice Implemented Auto Memory · Auto Memory Deep-dive · Rules
Checkpointing automatic (file-edit tracking)
CLI Startup Flags claude [flags] Best Practice Interactive Mode · Env Vars
AI Terms Best Practice
Best Practices Prompt Engineering · Extend Claude Code

🔥 Hot

Feature Location Description
Ultrareview beta /code-review ultra, claude ultrareview [target] Tasks tracking
Devcontainers .devcontainer/
Channels beta --channels, plugin-based Reference
Ultraplan beta /ultraplan
No Flicker Mode beta /tui fullscreen, CLAUDE_CODE_NO_FLICKER=1 Best Practice
Auto Mode --permission-mode auto, Shift+Tab Best Practice Blog
Power-ups /powerup Best Practice
Fast Mode beta /fast, "fastMode": true
Advisor beta /advisor, advisorModel, --advisor Blog
Computer Use beta computer-use MCP server Desktop
Agent SDK npm / pip package Quickstart · Examples
Ralph Wiggum Loop plugin Best Practice Implemented
Chrome --chrome, extension Best Practice
Claude Code Web beta claude.ai/code Routines
Artifacts beta /share, Artifact tool
Slack @Claude in Slack
Code Review beta GitHub App (managed) Best Practice Blog Local /code-review
GitHub Actions .github/workflows/ GitLab CI/CD
Remote Control /remote-control, /rc Best Practice Headless Mode
Deep Links claude-cli://open?repo=…&q=…
Dynamic Workflows /workflows, ultracode keyword, /effort ultracode, .claude/workflows/ Deep Research
Agent Teams beta built-in (env var) Best Practice Implemented
Agent View beta claude agents, --bg, /bg
Scheduled Tasks /loop, /schedule, cron tools Best Practice Implemented Desktop scheduled tasks · Announcement
Routines beta claude.ai/code/routines, /schedule Desktop Tasks
Tasks /tasks, ~/.claude/tasks/ Best Practice Ultrareview tracking
Goal /goal <condition>, /goal clear Implemented
Voice Dictation beta /voice Best Practice
Bundled Skills /code-review, /batch Best Practice
Git Worktrees --worktree/-w, .worktreeinclude, EnterWorktree/ExitWorktree, isolation: "worktree", WorktreeCreate/WorktreeRemove hooks Best Practice

section divider

Orchestration Workflow

See orchestration-workflow for implementation details of Command Agent Skill pattern.

Command Skill Agent Architecture Flow

Orchestration Workflow Demo

How to Use

claude
/weather-orchestrator

section divider

⚙️ DEVELOPMENT WORKFLOWS

All major workflows converge on the same architectural pattern: Research → Plan → Execute → Review → Ship

Name Workflow
Superpowers 263k brainstormingusing-git-worktreeswriting-planssubagent-driven-developmentimplementertask-reviewerre-reviewertest-driven-developmentrequesting-code-reviewfinal-code-reviewerfinishing-a-development-branch 0 0 14
Everything Claude Code 235k plantestimplementreviewverifyrememberimprove 67 139 278
Matt Pocock Skills 193k setup-matt-pocock-skillsgrill-with-docsto-specto-ticketsimplementtddcode-reviewimprove-codebase-architecturediagnosing-bugs 0 0 41
gstack 125k /office-hours/plan-ceo-review/plan-eng-review/plan-design-review/autoplan/implement/review/qa/ship/land-and-deploy/retro 0 0 61
Spec Kit 124k /speckit.install/speckit.init/speckit.constitution/speckit.specify/speckit.clarify/speckit.plan/speckit.tasks/speckit.implement 0 10 0
agent-skills 81k /spec/plan/build/test/review/ship 3 7 21
Get Shit Done 65k /gsd-new-project/gsd-explore/gsd-spec-phase/gsd-plan-phase/gsd-execute-phase/gsd-review/gsd-validate-phase/gsd-ship 33 67 0
OpenSpec 63k /opsx:explore/opsx:propose/opsx:apply/opsx:verify/opsx:continue/opsx:archive 0 12 0
BMAD-METHOD 51k bmad-brainstormingbmad-agent-pmbmad-prdbmad-agent-ux-designerbmad-uxbmad-agent-architectbmad-architecturebmad-create-epics-and-storiesbmad-agent-devbmad-dev-storybmad-code-review 6 0 47
oh-my-claudecode 38k omc-setup

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When work happens

weekday and hour
SunMonTueWedThuFriSat036912151821Sun 0:00 — 12 commitsSun 1:00 — 0 commitsSun 2:00 — 3 commitsSun 3:00 — 12 commitsSun 4:00 — 32 commitsSun 5:00 — 30 commitsSun 6:00 — 30 commitsSun 7:00 — 0 commitsSun 8:00 — 0 commitsSun 9:00 — 1 commitsSun 10:00 — 2 commitsSun 11:00 — 4 commitsSun 12:00 — 12 commitsSun 13:00 — 4 commitsSun 14:00 — 0 commitsSun 15:00 — 19 commitsSun 16:00 — 1 commitsSun 17:00 — 2 commitsSun 18:00 — 0 commitsSun 19:00 — 0 commitsSun 20:00 — 1 commitsSun 21:00 — 2 commitsSun 22:00 — 4 commitsSun 23:00 — 10 commitsMon 0:00 — 16 commitsMon 1:00 — 0 commitsMon 2:00 — 1 commitsMon 3:00 — 11 commitsMon 4:00 — 37 commitsMon 5:00 — 34 commitsMon 6:00 — 36 commitsMon 7:00 — 0 commitsMon 8:00 — 0 commitsMon 9:00 — 0 commitsMon 10:00 — 2 commitsMon 11:00 — 1 commitsMon 12:00 — 4 commitsMon 13:00 — 4 commitsMon 14:00 — 5 commitsMon 15:00 — 4 commitsMon 16:00 — 17 commitsMon 17:00 — 1 commitsMon 18:00 — 1 commitsMon 19:00 — 8 commitsMon 20:00 — 23 commitsMon 21:00 — 5 commitsMon 22:00 — 2 commitsMon 23:00 — 3 commitsTue 0:00 — 5 commitsTue 1:00 — 0 commitsTue 2:00 — 0 commitsTue 3:00 — 14 commitsTue 4:00 — 36 commitsTue 5:00 — 24 commitsTue 6:00 — 36 commitsTue 7:00 — 1 commitsTue 8:00 — 0 commitsTue 9:00 — 0 commitsTue 10:00 — 2 commitsTue 11:00 — 7 commitsTue 12:00 — 6 commitsTue 13:00 — 5 commitsTue 14:00 — 4 commitsTue 15:00 — 11 commitsTue 16:00 — 4 commitsTue 17:00 — 2 commitsTue 18:00 — 6 commitsTue 19:00 — 1 commitsTue 20:00 — 10 commitsTue 21:00 — 6 commitsTue 22:00 — 20 commitsTue 23:00 — 27 commitsWed 0:00 — 14 commitsWed 1:00 — 24 commitsWed 2:00 — 0 commitsWed 3:00 — 12 commitsWed 4:00 — 36 commitsWed 5:00 — 31 commitsWed 6:00 — 36 commitsWed 7:00 — 0 commitsWed 8:00 — 0 commitsWed 9:00 — 1 commitsWed 10:00 — 1 commitsWed 11:00 — 4 commitsWed 12:00 — 5 commitsWed 13:00 — 3 commitsWed 14:00 — 0 commitsWed 15:00 — 11 commitsWed 16:00 — 4 commitsWed 17:00 — 3 commitsWed 18:00 — 8 commitsWed 19:00 — 2 commitsWed 20:00 — 11 commitsWed 21:00 — 8 commitsWed 22:00 — 14 commitsWed 23:00 — 5 commitsThu 0:00 — 18 commitsThu 1:00 — 0 commitsThu 2:00 — 0 commitsThu 3:00 — 12 commitsThu 4:00 — 30 commitsThu 5:00 — 24 commitsThu 6:00 — 34 commitsThu 7:00 — 0 commitsThu 8:00 — 0 commitsThu 9:00 — 0 commitsThu 10:00 — 0 commitsThu 11:00 — 14 commitsThu 12:00 — 14 commitsThu 13:00 — 9 commitsThu 14:00 — 1 commitsThu 15:00 — 11 commitsThu 16:00 — 7 commitsThu 17:00 — 6 commitsThu 18:00 — 7 commitsThu 19:00 — 2 commitsThu 20:00 — 10 commitsThu 21:00 — 2 commitsThu 22:00 — 7 commitsThu 23:00 — 23 commitsFri 0:00 — 29 commitsFri 1:00 — 1 commitsFri 2:00 — 0 commitsFri 3:00 — 12 commitsFri 4:00 — 30 commitsFri 5:00 — 24 commitsFri 6:00 — 44 commitsFri 7:00 — 2 commitsFri 8:00 — 4 commitsFri 9:00 — 2 commitsFri 10:00 — 0 commitsFri 11:00 — 4 commitsFri 12:00 — 5 commitsFri 13:00 — 2 commitsFri 14:00 — 0 commitsFri 15:00 — 21 commitsFri 16:00 — 17 commitsFri 17:00 — 7 commitsFri 18:00 — 10 commitsFri 19:00 — 12 commitsFri 20:00 — 5 commitsFri 21:00 — 8 commitsFri 22:00 — 1 commitsFri 23:00 — 3 commitsSat 0:00 — 0 commitsSat 1:00 — 0 commitsSat 2:00 — 0 commitsSat 3:00 — 10 commitsSat 4:00 — 32 commitsSat 5:00 — 27 commitsSat 6:00 — 33 commitsSat 7:00 — 1 commitsSat 8:00 — 2 commitsSat 9:00 — 0 commitsSat 10:00 — 1 commitsSat 11:00 — 5 commitsSat 12:00 — 1 commitsSat 13:00 — 4 commitsSat 14:00 — 7 commitsSat 15:00 — 13 commitsSat 16:00 — 6 commitsSat 17:00 — 1 commitsSat 18:00 — 48 commitsSat 19:00 — 13 commitsSat 20:00 — 20 commitsSat 21:00 — 9 commitsSat 22:00 — 10 commitsSat 23:00 — 2 commits
Commit volume by weekday and hour (UTC). Larger dots mean more commits.

Who is committing

last 52 weeks
Maintainer commits846 (52%)
Community commits776 (48%)

1,622 commits in total over the last year.

DateListRankStars gained
Jun 26, 2026daily#23+15
Jun 24, 2026daily#17+18
Apr 15, 2026daily#8+200
Apr 14, 2026daily#6+259
Apr 13, 2026daily#7+343
Apr 12, 2026daily#6+516
Apr 11, 2026daily#12+376
Apr 10, 2026daily#12+314
Apr 1, 2026daily#21+218
Mar 31, 2026daily#13+223
Mar 30, 2026daily#14+145
Mar 29, 2026daily#21+167
Mar 28, 2026daily#25+104
Mar 16, 2026daily#17+165
Mar 15, 2026daily#21+218
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