Agent skill

idempotent-script-design

Use this skill when writing scripts, cron jobs, data pipelines, or any automated process that may be run multiple times. Design every operation to be safely re-runnable without side effects.

Stars 3,371
Forks 398

Install this agent skill to your Project

npx add-skill https://github.com/aiming-lab/MetaClaw/tree/main/memory_data/skills/idempotent-script-design

SKILL.md

Idempotent Script Design

An idempotent operation produces the same result whether run once or ten times.

Techniques:

  • Check before create: CREATE TABLE IF NOT EXISTS, mkdir -p, check file existence before writing.
  • Upsert instead of insert: Use INSERT ... ON CONFLICT DO UPDATE in SQL.
  • Atomic writes: Write to a temp file, then rename — prevents corrupt partial output.
  • Track progress: Write a completion marker or checkpoint so reruns skip done work.

Testing idempotency: Run your script twice on the same input and verify the output is identical.

Anti-patterns:

  • Appending to a file without checking if the data is already there.
  • Inserting rows without checking for duplicates.

Expand your agent's capabilities with these related and highly-rated skills.

aiming-lab/MetaClaw

structured-progress-update

Use this skill when summarizing progress on an ongoing project or multi-step task. Give a clear, scannable status report whenever asked for an update or at the end of a work session.

3,371 398
Explore
aiming-lab/MetaClaw

async-communication-etiquette

Use this skill when writing messages in async channels (Slack, GitHub issues, email threads) where the reader may not have context and cannot ask follow-up questions immediately.

3,371 398
Explore
aiming-lab/MetaClaw

secrets-management

Use this skill when handling API keys, passwords, tokens, private keys, or any sensitive credential. Never hardcode secrets in source code — apply this whenever the word "key", "token", "password", or "secret" appears in the task.

3,371 398
Explore
aiming-lab/MetaClaw

input-validation-and-sanitization

Use this skill when implementing any endpoint, form handler, CLI tool, or function that accepts external input. Validate and sanitize all untrusted data before processing — never assume input is safe.

3,371 398
Explore
aiming-lab/MetaClaw

graceful-error-recovery

Use this skill when a tool call, command, or API request fails. Diagnose the root cause systematically before retrying or changing approach. Do not retry the same failing call without first understanding why it failed.

3,371 398
Explore
aiming-lab/MetaClaw

codebase-navigation

Use this skill when exploring an unfamiliar codebase, tracing code paths, or answering questions about how the system works. Read before writing, and build a mental model of the architecture before making changes.

3,371 398
Explore

Didn't find tool you were looking for?

Be as detailed as possible for better results