---
id: sm-agentic-workflow
name: "agentic-workflow"
url: https://skills.yangsir.net/skill/sm-agentic-workflow
author: supercent-io
domain: ai-agent-orchestration-collaboration
tags: ["agentic-ai", "workflow-automation", "ai-orchestration", "multi-agent-systems", "llm-agents"]
install_count: 10100
rating: 4.50 (406 reviews)
github: https://github.com/supercent-io/skills-template
---

# agentic-workflow

> 该技能用于优化日常AI代理工作流，集成Git/GitHub工作流，使用MCP服务器，并管理和恢复会话，提升代理效率。

**Stats**: 10,100 installs · 4.5/5 (406 reviews)

## Before / After 对比

### AI代理工作流优化，效率与会话管理升级

## Readme

# agentic-workflow

# AI Agent Workflow (Workflow & Productivity)

## When to use this skill

- Optimize everyday AI agent work

- Integrate Git/GitHub workflows

- Use MCP servers

- Manage and recover sessions

- Apply productivity techniques

## 1. Key commands by agent

### Claude Code commands

Command
Function
When to use

`/init`
Auto-generate a CLAUDE.md draft
Start a new project

`/usage`
Show token usage/reset time
Start of every session

`/clear`
Clear conversation history
When context is polluted; start a new task

`/context`
Context window X-Ray
When performance degrades

`/clone`
Clone the entire conversation
A/B experiments; backups

`/mcp`
Manage MCP servers
Enable/disable MCP

`!cmd`
Run immediately without Claude processing
Quick status checks

### Gemini CLI commands

Command
Function

`gemini`
Start a conversation

`@file`
Add file context

`-m model`
Select model

### Codex CLI commands

Command
Function

`codex`
Start a conversation

`codex run`
Run a command

## 2. Keyboard shortcuts (Claude Code)

### Essential shortcuts

Shortcut
Function
Importance

`Esc Esc`
Cancel the last task immediately
Highest

`Ctrl+R`
Search prompt history
High

`Shift+Tab` x2
Toggle plan mode
High

`Tab` / `Enter`
Accept prompt suggestion
Medium

`Ctrl+B`
Send to background
Medium

`Ctrl+G`
Edit in external editor
Low

### Editor editing shortcuts

Shortcut
Function

`Ctrl+A`
Move to start of line

`Ctrl+E`
Move to end of line

`Ctrl+W`
Delete previous word

`Ctrl+U`
Delete to start of line

`Ctrl+K`
Delete to end of line

## 3. Session management

### Claude Code sessions

```
# Continue the last conversation
claude --continue

# Resume a specific session
claude --resume <session-name>

# Name the session during the conversation
/rename stripe-integration

```

### Recommended aliases

```
# ~/.zshrc or ~/.bashrc
alias c='claude'
alias cc='claude --continue'
alias cr='claude --resume'
alias g='gemini'
alias cx='codex'

```

## 4. Git workflow

### Auto-generate commit messages

```
"Analyze the changes, write an appropriate commit message, then commit"

```

### Auto-generate draft PR

```
"Create a draft PR from the current branch's changes.
Make the title summarize the changes, and list the key changes in the body."

```

### Use Git worktrees

```
# Work on multiple branches simultaneously
git worktree add ../myapp-feature-auth feature/auth
git worktree add ../myapp-hotfix hotfix/critical-bug

# Independent AI sessions per worktree
Tab 1: ~/myapp-feature-auth → new feature development
Tab 2: ~/myapp-hotfix → urgent bug fix
Tab 3: ~/myapp (main) → keep main branch

```

### PR review workflow

```
1. "Run gh pr checkout 123 and summarize this PR's changes"
2. "Analyze changes in src/auth/middleware.ts. Check for security issues or performance problems"
3. "Is there a way to make this logic more efficient?"
4. "Apply the improvements you suggested and run tests"

```

## 5. Using MCP servers (Multi-Agent)

### Key MCP servers

MCP server
Function
Use case

Playwright
Control web browser
E2E tests

Supabase
Database queries
Direct DB access

Firecrawl
Web crawling
Data collection

Gemini-CLI
Large-scale analysis
1M+ token analysis

Codex-CLI
Run commands
Build, deploy

### MCP usage examples

```
# Gemini: large-scale analysis
> ask-gemini "@src/ Analyze the structure of the entire codebase"

# Codex: run commands
> shell "docker-compose up -d"
> shell "npm test && npm run build"

```

### MCP optimization

```
# Disable unused MCP servers
/mcp

# Recommended numbers
# - MCP servers: fewer than 10
# - Active tools: fewer than 80

```

## 6. Multi-Agent workflow patterns

### Orchestration pattern

```
[Claude] Plan → [Gemini] Analysis/research → [Claude] Write code → [Codex] Run/test → [Claude] Synthesize results

```

### Practical example: API design + implementation + testing

```
1. [Claude] Design API spec using the skill
2. [Gemini] ask-gemini "@src/ Analyze existing API patterns" - large-scale codebase analysis
3. [Claude] Implement code based on the analysis
4. [Codex] shell "npm test && npm run build" - test and build
5. [Claude] Create final report

```

### TDD workflow

```
"Work using TDD. First write a failing test,
then write code that makes the test pass."

# The AI:
# 1. Write a failing test
# 2. git commit -m "Add failing test for user auth"
# 3. Write minimal code to pass the test
# 4. Run tests → confirm they pass
# 5. git commit -m "Implement user auth to pass test"

```

## 7. Container workflow

### Docker container setup

```
FROM ubuntu:22.04
RUN apt-get update && apt-get install -y \
    curl git tmux vim nodejs npm python3 python3-pip
RUN curl -fsSL https://claude.ai/install.sh | sh
WORKDIR /workspace
CMD ["/bin/bash"]

```

### Safe experimentation environment

```
# Build and run the container
docker build -t ai-sandbox .
docker run -it --rm \
  -v $(pwd):/workspace \
  -e ANTHROPIC_API_KEY=$ANTHROPIC_API_KEY \
  ai-sandbox

# Do experimental work inside the container

```

## 8. Troubleshooting

### When context is overloaded

```
/context  # Check usage
/clear    # Reset context

# Or create HANDOFF.md and start a new session

```

### Cancel a task

```
Esc Esc  # Cancel the last task immediately

```

### When performance degrades

```
# Check MCP/tool counts
/mcp

# Disable unnecessary MCP servers
# Reset context

```

## Quick Reference Card

```
=== Essential commands ===
/clear      reset context
/context    check usage
/usage      check tokens
/init       generate project description file
!command    run immediately

=== Shortcuts ===
Esc Esc     cancel task
Ctrl+R      search history
Shift+Tab×2 plan mode
Ctrl+B      background

=== CLI flags ===
--continue  continue conversation
--resume    resume session
-p "prompt" headless mode

=== Multi-Agent ===
Claude      plan/code generation
Gemini      large-scale analysis
Codex       run commands

=== Troubleshooting ===
Context overloaded → /clear
Cancel task → Esc Esc
Performance degradation → check /context

```
Weekly Installs10.1KRepository[supercent-io/sk…template](https://github.com/supercent-io/skills-template)GitHub Stars58First SeenJan 24, 2026Security Audits[Gen Agent Trust HubFail](/supercent-io/skills-template/agentic-workflow/security/agent-trust-hub)[SocketPass](/supercent-io/skills-template/agentic-workflow/security/socket)[SnykWarn](/supercent-io/skills-template/agentic-workflow/security/snyk)Installed oncodex10.1Kgemini-cli10.1Kopencode10.1Kgithub-copilot10.1Kcursor10.1Kamp10.0K

---
*Source: https://skills.yangsir.net/skill/sm-agentic-workflow*
*Markdown mirror: https://skills.yangsir.net/api/skill/sm-agentic-workflow/markdown*