PROMPT TEMPLATES

GPTClaudeDeepSeek··▲ 1,122 copies·updated 2026-07-14

prompt-templates-3.prompt

# Prompt Templates v2.3

> Clear prompts beat complex prompts. Tell the AI what TO do.

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## Quick Reference

| Command | Use When | Output |
|---------|----------|--------|
| `/quick-task` | <50 lines, single file | Direct fix |
| `/research` | Need to understand first | research/[name].md |
| `/learn` | External system integration | docs/[name]/LEARNING_TESTS.md |
| `/plan` | Multi-file, complex logic | plans/[name].md |
| `/implement` | Executing approved plan | Code changes |
| `/bug` | Report bug during work | Bug entry |
| `/session-end` | End of session — capture + improve | Knowledge update + CLAUDE.md |
| `/auto` | Autonomous batch work — slot machine | Checkpoint → work → accept/revert |
| `/security-scan` | Security sweep — SAST, secrets, deps | Findings report (Semgrep + custom) |

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## 0. Context Engineering Principles

> Based on Dexter Horthy's "Advanced Context Engineering for Agents"

### 40% Rule

Keep context utilization **under 40%** for best results.

when to use it

Community prompt sourced from the open-source GitHub repo Alaslani/AI-Framework (MIT). A "PROMPT TEMPLATES" style prompt — adapt the placeholders and specifics to your task. Imported as-is and not independently retested here, so check the output before relying on it.