Back to skills
Api Integration Patterns
API integration patterns for autonomous-dev including subprocess safety, GitHub CLI integration, retry logic, authentication, rate limiting, and timeout handling. Use when integrating external APIs or CLI tools.
7 stars
0 votes
0 copies
0 views
Added 12/19/2025
developmentpythonshellgitapisecuritydocumentation
Works with
claude codecliapi
Install via CLI
$
openskills install akaszubski/autonomous-devFiles
SKILL.md
---
name: api-integration-patterns
version: 1.0.0
type: knowledge
description: API integration patterns for autonomous-dev including subprocess safety, GitHub CLI integration, retry logic, authentication, rate limiting, and timeout handling. Use when integrating external APIs or CLI tools.
keywords: api, subprocess, github, gh cli, retry, authentication, rate limiting, timeout, command injection, CWE-78, integration
auto_activate: true
allowed-tools: [Read]
---
# API Integration Patterns Skill
Standardized patterns for integrating external APIs and CLI tools in the autonomous-dev plugin ecosystem. Focuses on safety, reliability, and security when calling external services.
## When This Skill Activates
- Integrating external APIs (GitHub, etc.)
- Executing subprocess commands safely
- Implementing retry logic
- Handling authentication
- Managing rate limits
- Keywords: "api", "subprocess", "github", "gh cli", "retry", "authentication"
---
## Core Patterns
### 1. Subprocess Safety (CWE-78 Prevention)
**Definition**: Execute external commands safely without command injection vulnerabilities.
**Critical Rules**:
- ✅ ALWAYS use argument arrays: `["gh", "issue", "create"]`
- ❌ NEVER use shell=True with user input
- ✅ ALWAYS whitelist allowed commands
- ✅ ALWAYS set timeouts
**Pattern**:
```python
import subprocess
from typing import List
def safe_subprocess(
command: List[str],
*,
allowed_commands: List[str],
timeout: int = 30
) -> subprocess.CompletedProcess:
"""Execute subprocess with CWE-78 prevention.
Args:
command: Command and arguments as list (NOT string!)
allowed_commands: Whitelist of allowed commands
timeout: Maximum execution time in seconds
Returns:
Completed subprocess result
Raises:
SecurityError: If command not in whitelist
subprocess.TimeoutExpired: If timeout exceeded
Security:
- CWE-78 Prevention: Argument arrays (no shell injection)
- Command Whitelist: Only approved commands
- Timeout: DoS prevention
Example:
>>> result = safe_subprocess(
... ["gh", "issue", "create", "--title", user_title],
... allowed_commands=["gh", "git"]
... )
"""
# Whitelist validation
if command[0] not in allowed_commands:
raise SecurityError(f"Command not allowed: {command[0]}")
# Execute with argument array (NEVER shell=True!)
return subprocess.run(
command,
capture_output=True,
text=True,
timeout=timeout,
check=True,
shell=False # CRITICAL
)
```
**See**: `docs/subprocess-safety.md`, `examples/safe-subprocess-example.py`
---
### 2. GitHub CLI (gh) Integration
**Definition**: Standardized patterns for GitHub operations via gh CLI.
**Pattern**:
```python
def create_github_issue(
title: str,
body: str,
*,
labels: Optional[List[str]] = None,
timeout: int = 30
) -> str:
"""Create GitHub issue using gh CLI.
Args:
title: Issue title
body: Issue body (markdown)
labels: Issue labels (default: None)
timeout: Command timeout in seconds
Returns:
Issue URL
Raises:
subprocess.CalledProcessError: If gh command fails
RuntimeError: If gh CLI not installed
Example:
>>> url = create_github_issue(
... "Bug: Login fails",
... "Login button doesn't work",
... labels=["bug", "p1"]
... )
"""
# Build gh command (argument array)
cmd = ["gh", "issue", "create", "--title", title, "--body", body]
if labels:
for label in labels:
cmd.extend(["--label", label])
# Execute safely
result = subprocess.run(
cmd,
capture_output=True,
text=True,
timeout=timeout,
check=True,
shell=False
)
# Extract URL from output
return result.stdout.strip()
```
**See**: `docs/github-cli-integration.md`, `examples/github-issue-example.py`
---
### 3. Retry Logic with Exponential Backoff
**Definition**: Automatically retry failed API calls with exponential backoff.
**Pattern**:
```python
import time
from typing import Callable, TypeVar, Any
T = TypeVar('T')
def retry_with_backoff(
func: Callable[..., T],
*,
max_attempts: int = 3,
base_delay: float = 1.0,
max_delay: float = 60.0
) -> T:
"""Retry function with exponential backoff.
Args:
func: Function to retry
max_attempts: Maximum retry attempts
base_delay: Initial delay in seconds
max_delay: Maximum delay in seconds
Returns:
Function result
Raises:
Exception: Last exception if all retries fail
Example:
>>> result = retry_with_backoff(
... lambda: api_call(),
... max_attempts=5,
... base_delay=2.0
... )
"""
last_exception = None
for attempt in range(max_attempts):
try:
return func()
except Exception as e:
last_exception = e
if attempt < max_attempts - 1:
# Exponential backoff: 1s, 2s, 4s, 8s, ...
delay = min(base_delay * (2 ** attempt), max_delay)
time.sleep(delay)
raise last_exception
```
**See**: `docs/retry-logic.md`, `templates/retry-decorator-template.py`
---
### 4. Authentication Patterns
**Definition**: Secure handling of API credentials and tokens.
**Principles**:
- Use environment variables for credentials
- Never hardcode API keys
- Never log credentials
- Validate credentials before use
**Pattern**:
```python
import os
from typing import Optional
def get_github_token() -> str:
"""Get GitHub token from environment.
Returns:
GitHub personal access token
Raises:
RuntimeError: If token not found
Security:
- Environment Variables: Never hardcode tokens
- Validation: Check token format
- No Logging: Never log credentials
"""
token = os.getenv("GITHUB_TOKEN")
if not token:
raise RuntimeError(
"GITHUB_TOKEN not found in environment\n"
"Set with: export GITHUB_TOKEN=your_token\n"
"Or add to .env file"
)
# Validate token format (basic check)
if not token.startswith("ghp_") and not token.startswith("github_pat_"):
raise ValueError("Invalid GitHub token format")
return token
```
**See**: `docs/authentication-patterns.md`, `templates/github-api-template.py`
---
### 5. Rate Limiting and Quota Management
**Definition**: Handle API rate limits gracefully.
**Pattern**:
```python
import time
from datetime import datetime, timedelta
class RateLimiter:
"""Simple rate limiter for API calls.
Attributes:
max_calls: Maximum calls per window
window_seconds: Time window in seconds
"""
def __init__(self, max_calls: int, window_seconds: int):
self.max_calls = max_calls
self.window_seconds = window_seconds
self.calls = []
def wait_if_needed(self) -> None:
"""Wait if rate limit would be exceeded."""
now = datetime.now()
cutoff = now - timedelta(seconds=self.window_seconds)
# Remove old calls outside window
self.calls = [c for c in self.calls if c > cutoff]
# Wait if at limit
if len(self.calls) >= self.max_calls:
oldest = self.calls[0]
wait_until = oldest + timedelta(seconds=self.window_seconds)
wait_seconds = (wait_until - now).total_seconds()
if wait_seconds > 0:
time.sleep(wait_seconds)
# Retry removal after wait
self.calls = [c for c in self.calls if c > cutoff]
# Record this call
self.calls.append(now)
```
**See**: `docs/rate-limiting.md`, `examples/github-api-example.py`
---
## Usage Guidelines
### For Library Authors
When integrating external APIs:
1. **Use subprocess safely** with argument arrays
2. **Whitelist commands** to prevent injection
3. **Add retry logic** for transient failures
4. **Handle authentication** securely via environment
5. **Respect rate limits** to avoid quota exhaustion
### For Claude
When creating API integrations:
1. **Load this skill** when keywords match
2. **Follow safety patterns** for subprocess
3. **Implement retries** for reliability
4. **Reference templates** for common patterns
### Token Savings
By centralizing API integration patterns:
- **Before**: ~45 tokens per library for subprocess safety docs
- **After**: ~10 tokens for skill reference
- **Savings**: ~35 tokens per library
- **Total**: ~280 tokens across 8 libraries (3-4% reduction)
---
## Progressive Disclosure
This skill uses Claude Code 2.0+ progressive disclosure architecture:
- **Metadata** (frontmatter): Always loaded (~170 tokens)
- **Full content**: Loaded only when keywords match
- **Result**: Efficient context usage
---
## Templates and Examples
### Templates
- `templates/subprocess-executor-template.py`: Safe subprocess execution
- `templates/retry-decorator-template.py`: Retry logic decorator
- `templates/github-api-template.py`: GitHub API integration
### Examples
- `examples/github-issue-example.py`: Issue creation via gh CLI
- `examples/github-pr-example.py`: PR creation patterns
- `examples/safe-subprocess-example.py`: Command execution safety
### Documentation
- `docs/subprocess-safety.md`: CWE-78 prevention
- `docs/github-cli-integration.md`: gh CLI patterns
- `docs/retry-logic.md`: Retry strategies
- `docs/authentication-patterns.md`: Credential handling
---
## Cross-References
This skill integrates with other autonomous-dev skills:
- **library-design-patterns**: Security-first design
- **security-patterns**: CWE-78 prevention
- **error-handling-patterns**: Retry and recovery
---
## Maintenance
Update when:
- New API integration patterns emerge
- Security best practices evolve
- gh CLI adds new features
**Last Updated**: 2025-11-16 (Phase 8.8 - Initial creation)
**Version**: 1.0.0
Attribution
Comments (0)
No comments yet. Be the first to comment!
