MDRSS/science/methods/card #789

claude-code-best-practice

Card addresshttps://mdrss.com/science/methods/789
Canonical Markdownhttps://mdrss.com/science/methods/789/789.md

Snapshot 2026-08-03 23:56:39 UTC · version 1

● published
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claude-code-best-practice

from vibe coding to agentic engineering - practice makes claude perfect



= Agents · = Commands · = Skills


    


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

🔥 Hot

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

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

claude
/weather-orchestrator

⚙️ DEVELOPMENT WORKFLOWS

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

Name ★ Workflow
Superpowers 265k → → → → → → → → → → 0 0 14
Everything Claude Code 237k → → → → → → 67 139 278
Matt Pocock Skills 200k → → → → → → → → → 2 0 41
gstack 126k → → → → → → → → → → 0 0 61
Spec Kit 125k → → → → → → → → → 0 10 0
agent-skills 81k → → → → → 3 7 21
Get Shit Done 65k → → → → → → → 33 67 0
OpenSpec 64k → → → → → 0 12 0
BMAD-METHOD 51k → → → → → → → → → → 5 0 47
oh-my-claudecode 38k → → → → → → → 19 0 41
Compound Engineering 24k → → → → → 0 1 32
HumanLayer 11k → → → → → → 6 27 0

Note: yellow tags are sub-loops — steps that repeat inside a parent step (e.g. per task, per story, or until a verify condition passes).

Others

🔀 CROSS-MODEL WORKFLOWS

Use Claude Code together with other models — Codex, Gemini, GPT, Kimi, DeepSeek, local — via three mechanisms:

  • Plugin — another model's CLI runs inside Claude Code (slash commands like /codex:review)
  • MCP — Claude Code calls another model as a tool through Model Context Protocol
  • Router — Claude Code's API endpoint is swapped to a different provider

Methodology: Cross-Model (Claude Code + Codex) Workflow — manual two-terminal flow with Plan in Claude, QA-Review in Codex.

Name ★ Type Bridges to What it does
musistudio/claude-code-router 34k Router OpenRouter, DeepSeek, Ollama, Gemini, Kimi, Qwen, Groq, +more Routes Claude Code's API to any compatible provider, with per-task model selection
router-for-me/CLIProxyAPI 32k Router Gemini CLI, Codex, Claude Code, Antigravity Wraps each CLI as an OpenAI/Gemini/Claude/Codex-compatible API service
openai/codex-plugin-cc 18k Plugin Codex / GPT-5 Official OpenAI plugin: /codex:review, /codex:adversarial-review, /codex:rescue inside Claude Code
BeehiveInnovations/pal-mcp-server 12k MCP Gemini, OpenAI, Azure, Grok, Ollama, OpenRouter (50+ models) Multi-model MCP server (formerly zen-mcp-server) — call other models as Claude tools

🧰 SKILL COLLECTIONS

Repos primarily known as curated libraries of SKILL.md files (distinct from full workflow methodologies above). Sorted by stars descending.

Name ★
mattpocock/skills 199k 37
anthropics/skills 166k 17
Egonex-AI/Understand-Anything 67k 8
wshobson/agents 38k 169
scientific-agent-skills 32k 159
awesome-agent-skills 29k 1,497+ (curated list)
impeccable 27k 1 (with 7 design domain references)
agent-skills 27k 21
claude-skills 15k 246 (across 9 domains)
shanraisshan/draw-json-architecture-skill 3 1

🤖 AGENT COLLECTIONS

Repos primarily known as curated libraries of subagent definitions (.claude/agents/*.md). Sorted by stars descending.

Name ★
msitarzewski/agency-agents 138k 263
VoltAgent/awesome-claude-code-subagents 24k 156

💡 TIPS AND TRICKS (83)

🚫👶 = do not babysit

Prompting · Planning · Context · Session · CLAUDE.md + .claude/rules · Agents · Commands · Skills · Hooks · Workflows · Advanced · Git / PR · Debugging · Utilities · Daily

■ Prompting (3)

Tip Source
challenge Claude — "grill me on these changes and don't make a PR until I pass your test." or "prove to me this works" and have Claude diff between main and your branch 🚫👶
after a mediocre fix — "knowing everything you know now, scrap this and implement the elegant solution" 🚫👶
Claude fixes most bugs by itself — paste the bug, say "fix", don't micromanage how 🚫👶

■ Planning/Specs (7)

Tip Source
always start with plan mode
start with a minimal spec or prompt and ask Claude to interview you using AskUserQuestion tool, then make a new session to execute the spec
always make a phase-wise gated plan, with each phase having multiple tests (unit, automation, integration)
break PRDs into vertical slices (tracer bullets) that cross all layers (DB + service + UI) — AI defaults to horizontal phasing (DB phase, then API phase, then frontend phase) which delays end-to-end feedback until the last phase. From the Pragmatic Programmer 🚫👶
spin up a second Claude to review your plan as a staff engineer, or use cross-model for review
write detailed specs and reduce ambiguity before handing work off — the more specific you are, the better the output
prototype > PRD — build 20-30 versions instead of writing specs, the cost of building is low so take many shots

■ Context (5)

Tip Source
context rot kicks in around ~300-400k tokens on the 1M context model — don't let sessions drift past that for intelligence-sensitive work
dumb zone kicks in around ~40% context — "you hit this point where you have degrading results". Newcomers: "shoot to keep it under 40%, and if you get up to 60%, think about wrapping it up". Experienced: "aggressively keep it below 30%" — push to 60% only on simple tasks. Manual /compact or /clear to reset when switching tasks
rewind > correct — double-Esc or /rewind back to before the failed attempt and re-prompt with what you learned, instead of leaving failed attempts + corrections polluting context 🚫👶
/compact with a hint (/compact focus on the auth refactor, drop the test debugging) beats letting autocompact fire — the model is at its least intelligent point when auto-compacting due to context rot
use subagents for context management — ask yourself "will I need this tool output again, or just the conclusion?" — 20 file reads + 12 greps + 3 dead ends stay in the child's context, only the final report returns 🚫👶

■ Session Management (6)

Tip Source
every turn is a branching point — after Claude ends a turn, pick between Continue, /rewind, /clear, /compact, or Subagent based on how much existing context you need to carry forward
new task = new session — related tasks (e.g. writing docs for what you just built) can reuse context for efficiency, but genuinely new tasks deserve a fresh session
use "summarize from here" before rewinding to have Claude write a handoff message — like a note to the previous iteration of Claude from its future self
/compact vs /clear — compact is lossy but momentum-friendly (mid-task, fuzzy details ok); /clear + brief is more work but you control exactly what carries forward (high-stakes next step)
use recaps for long-running sessions — short summaries of what Claude did and what's next, useful when returning after minutes or hours. Disable with recaps in /config
/rename important sessions (e.g. [TODO - refactor task]) and /resume them later — label each instance when running multiple Claudes simultaneously

■ CLAUDE.md + .claude/rules (8)

Tip Source
CLAUDE.md should target under 200 lines per file. 60 lines in humanlayer (still not 100% guaranteed)
.claude/rules/*.md auto-load into every session like CLAUDE.md — add paths: YAML frontmatter to lazy-load them only when Claude touches files matching the glob
wrap domain-specific CLAUDE.md rules in <important if="..."> tags to stop Claude from ignoring them as files grow longer
use multiple CLAUDE.md for monorepos — ancestor + descendant loading
use .claude/rules/ to split large instructions
any developer should be able to launch Claude, say "run the tests" and it works on the first try — if it doesn't, your CLAUDE.md is missing essential setup/build/test commands
keep codebases clean and finish migrations — partially migrated frameworks confuse models that might pick the wrong pattern
use settings.json for harness-enforced behavior (attribution, permissions, model) — don't put "NEVER add Co-Authored-By" in CLAUDE.md when attribution.commit: "" is deterministic

Agents (4)

Tip Source
have feature specific sub-agents (extra context) with skills (progressive disclosure) instead of general qa, backend engineer
say "use subagents" to throw more compute at a problem — offload tasks to keep your main context clean and focused 🚫👶
agent teams with tmux and git worktrees for parallel development
use test time compute — separate context windows make results better; one agent can cause bugs and another (same model) can find them

Commands (3)

Tip Source
use commands for your workflows instead of sub-agents
use slash commands for every "inner loop" workflow you do many times a day — saves repeated prompting, commands live in .claude/commands/ and are checked into git
if you do something more than once a day, turn it into a skill or command — build /techdebt, context-dump, or analytics commands

Skills (9)

Tip Source
use context: fork to run a skill in an isolated subagent — main context only sees the final result, not intermediate tool calls. The agent field lets you set the subagent type
use skills in subfolders for monorepos
skills are folders, not files — use references/, scripts/, examples/ subdirectories for progressive disclosure
build a Gotchas section in every skill — highest-signal content, add Claude's failure points over time
skill description field is a trigger, not a summary — write it for the model ("when should I fire?")
don't state the obvious in skills — focus on what pushes Claude out of its default behavior 🚫👶
don't railroad Claude in skills — give goals and constraints, not prescriptive step-by-step instructions 🚫👶
include scripts and libraries in skills so Claude composes rather than reconstructs boilerplate
embed !command in SKILL.md to inject dynamic shell output into the prompt — Claude runs it on invocation and the model only sees the result

■ Hooks (5)

Tip Source
use on-demand hooks in skills — /careful blocks destructive commands, /freeze blocks edits outside a directory
measure skill usage with a PreToolUse hook to find popular or undertriggering skills
use a PostToolUse hook to auto-format code — Claude generates well-formatted code, the hook handles the last 10% to avoid CI failures
route permission requests to Opus via a hook — let it scan for attacks and auto-approve safe ones 🚫👶
use a Stop hook to nudge Claude to keep going or verify its work at the end of a turn

■ Workflows (5)

Tip Source
use /model to select model and reasoning, /context to see context usage, /usage to check plan limits, /extra-usage to configure overflow billing, /config to configure settings — use Opus for plan mode and Sonnet for code to get the best of both
always use thinking mode true (to see reasoning) and Output Style Explanatory (to see detailed output with ★ Insight boxes) in /config for better understanding of Claude's decisions
use ultrathink keyword in prompts for high effort reasoning
/focus mode hides all intermediate work and shows only the final result — trust the model to run the right commands and just look at the outcome (toggle with /focus)
tune effort level with Opus 4.7's adaptive thinking — low for speed and fewer tokens, max for most intelligence (slider: low · medium · high · xhigh · max)

■ Workflows Advanced (9)

Tip Source
use ASCII diagrams a lot to understand your architecture
use /loop for local recurring monitoring (up to 7 days) · use /schedule for cloud-based recurring tasks that run even when your machine is off
use Ralph Wiggum plugin for long-running autonomous tasks
/permissions with wildcard syntax (Bash(npm run *), Edit(/docs/**)) instead of dangerously-skip-permissions
/sandbox to reduce permission prompts with file and network isolation — 84% reduction internally
invest in product verification skills (signup-flow-driver, checkout-verifier) — worth spending a week to perfect
use auto mode instead of dangerously-skip-permissions — a model-based classifier decides if each command is safe and auto-approves, pauses and asks if risky. Shift+Tab to cycle Ask → Plan → Auto modes 🚫👶
use /less-permission-prompts skill to scan session history for safe bash/MCP commands that repeatedly prompt, then get a recommended allowlist to paste into settings
build a /go skill that (1) tests end-to-end via bash/browser/computer use (2) runs /simplify (3) puts up a PR — so when you come back, you know the code works 🚫👶

■ Git / PR (5)

Tip Source
keep PRs small and focused — p50 of 118 lines (141 PRs, 45K lines changed in a day), one feature per PR, easier to review and revert
always squash merge PRs — clean linear history, one commit per feature, easy git revert and git bisect
commit often — try to commit at least once per hour, as soon as task is completed, commit
tag @claude on a coworker's PR to auto-generate lint rules for recurring review feedback — automate yourself out of code review 🚫👶
use /code-review for multi-agent PR analysis — catches bugs, security vulnerabilities, and regressions before merge

■ Debugging (6)

Tip Source
make it a habit to take screenshots and share with Claude whenever you are stuck with any issue
use mcp (Claude in Chrome, Playwright, Chrome DevTools) to let claude see chrome console logs on its own
always ask claude to run the terminal (you want to see logs of) as a background task for better debugging
/doctor to diagnose installation, authentication, and configuration issues
use a cross-model for QA — e.g. Codex for plan and implementation review
agentic search (glob + grep) beats RAG — Claude Code tried and discarded vector databases because code drifts out of sync and permissions are complex

■ Utilities (5)

Tip Source
iTerm/Ghostty/tmux terminals instead of IDE (VS Code/Cursor)
/voice or Wispr Flow for voice prompting (10x productivity)
claude-code-hooks for claude feedback
status line for context awareness and fast compacting
explore settings.json features like Plans Directory, Spinner Verbs for a personalized experience

■ Daily (2)

Tip Source
update Claude Code daily
start your day by reading the changelog

Article / Tweet Source
6 Tips for Getting More Out of Opus 4.7 (Boris) | 16/Apr/26 Tweet
Session Management & 1M Context (Thariq) | 16/Apr/26 Tweet
15 Hidden & Under-Utilized Features in Claude Code (Boris) | 30/Mar/26 Tweet
Squash Merging & PR Size Distribution (Boris) | 25/Mar/26 Tweet
Lessons from Building Claude Code: How We Use Skills (Thariq) | 17/Mar/26 Article
Code Review & Test Time Compute (Boris) | 10/Mar/26 Tweet
/loop — schedule recurring tasks for up to 3 days (Boris) | 07 Mar 2026 Tweet
AskUserQuestion + ASCII Markdowns (Thariq) | 28 Feb 2026 Tweet
Seeing like an Agent - lessons from building Claude Code (Thariq) | 28 Feb 2026 Article
Git Worktrees - 5 ways how boris is using | 21 Feb 2026 Tweet
Lessons from Building Claude Code: Prompt Caching Is Everything (Thariq) | 20 Feb 2026 Article
12 ways how people are customizing their claudes (Boris) | 12/Feb/26 Tweet
10 tips for using Claude Code from the team (Boris) | 01/Feb/26 Tweet
How I use Claude Code — 13 tips from my surprisingly vanilla setup (Boris) | 03/Jan/26 Tweet
Ask Claude to interview you using AskUserQuestion tool (Thariq) | 28/Dec/25 Tweet
Always use plan mode, give Claude a way to verify, use /code-review (Boris) | 27/Dec/25 Tweet

Tips from Claude code CLI binary

Spinner Verbs & Tips (extracted from CLI binary v2.1.121)

🎬 VIDEOS / PODCASTS

Video / Podcast Source YouTube
From Vibe Coding to Agentic Engineering (Andrej) | 02 May 2026 | AI Engineer YouTube
Full Walkthrough: Workflow for AI Coding (Matt) | 24 Apr 2026 | Matt Pocock YouTube
Everything We Got Wrong About Research-Plan-Implement (Dex) | 24 Mar 2026 | MLOps Community YouTube
Building Claude Code with Boris Cherny (Boris) | 04 Mar 2026 | The Pragmatic Engineer YouTube
Head of Claude Code: What happens after coding is solved (Boris) | 19 Feb 2026 | Lenny's Podcast YouTube
Inside Claude Code With Its Creator Boris Cherny (Boris) | 17 Feb 2026 | Y Combinator YouTube
Boris Cherny (Creator of Claude Code) On What Grew His Career (Boris) | 15 Dec 2025 | Ryan Peterman YouTube
The Secrets of Claude Code From the Engineers Who Built It (Cat) | 29 Oct 2025 | Every YouTube

🔔 SUBSCRIBE

Source Name Badge
r/ClaudeAI, r/ClaudeCode, r/Anthropic
Claude, Claude Devs, Anthropic, Boris, Thariq, Cat, Lydia, Noah, Anthony, Alex, Kenneth

This HTML preview is truncated for page performance. The canonical Markdown file contains the complete snapshot.

MARKDOWN METRICS
5958words
21headings
528links
1code blocks
MDRSS ASSESSMENT
Evidence46/100high confidence
Why MDRSS assigned this score
  • Production catalog audit 2026-08-04
  • Taxonomy classified from title, annotation, source and Markdown signals
  • Agent usefulness evaluated from structure, procedures, examples, evidence and retrieval value
Evidence (1)

Discussion 0

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