blueprint – skill Agent & Tự động hóa cho agent AI

Blueprint — Construction Plan Generator

Turn a one-line objective into a step-by-step plan any coding agent can execute cold.

Overview

Blueprint is for multi-session, multi-agent engineering projects where each step must be independently executable by a fresh agent that has never seen the conversation history. Install it once, invoke it with /blueprint <project> <objective>.

When to Use This Skill

• Use when the task requires multiple PRs or sessions
• Use when multiple agents or team members need to share execution
• Use when you want adversarial review of the plan before execution
• Use when parallel step detection and dependency graphs matter

How It Works

1. Research — Scans the codebase, reads project memory, runs pre-flight checks

2. Design — Breaks the objective into one-PR-sized steps, identifies parallelism, records the user’s selected model constraints

3. Draft — Generates the plan from a structured template with branch workflow rules, CI policy, and rollback strategies inline

4. Review — Reviews the plan against acceptance criteria; delegate only when the user or applicable instructions explicitly authorize sub-agents, and use their model constraints

5. Register — Saves the plan/task ledger in an authorized project location; global memory updates require an explicit request

Examples

Example 1: Database migration

/blueprint myapp "migrate database to PostgreSQL"

Example 2: Plugin extraction

/blueprint antbot "extract providers into plugins"

Best Practices

• ✅ Use for tasks requiring 3+ PRs or multiple sessions
• ✅ Let Blueprint auto-detect git/gh availability — it degrades gracefully
• ❌ Don't invoke for tasks completable in a single PR
• ❌ Don't invoke when the user says "just do it"

Key Differentiators

• Cold-start execution: Every step has a self-contained context brief
• Adversarial review gate: Evidence-based review before execution, with optional authorized delegation
• Markdown-first distribution: The reviewed revision is primarily instructions and templates, but installing or following it can still cause an agent to run commands. Treat the repository as untrusted until inspected.
• Plan mutation protocol: Steps can be split, inserted, skipped with audit trail

Installation

Do not clone a moving branch directly into an active skills directory. Inspect the named immutable revision in a separate review directory using the existing task/network authorization. Host activation or installation still needs the applicable explicit instruction; do not ask again if it was already granted:

review_dir="$(mktemp -d)"
git clone --filter=blob:none https://github.com/antbotlab/blueprint.git "$review_dir/blueprint"
git -C "$review_dir/blueprint" checkout --detach 07c5b305cf2d95d584a0d0398c390e839fec5954
git -C "$review_dir/blueprint" ls-files
git -C "$review_dir/blueprint" status --short

Read SKILL.md and every bundled file at that exact commit. Check for scripts,

hooks, symlinks, network calls, credential access, and instructions that request

commands or elevated permissions. Only within explicit user approval for host installation, copy the

reviewed files into the selected host's skills directory. Re-review a newer

revision instead of silently updating this pin.

Additional Resources

• [GitHub Repository](https://github.com/antbotlab/blueprint)
• [Examples: small plan](https://github.com/antbotlab/blueprint/blob/main/examples/small-plan.md)
• [Examples: large plan](https://github.com/antbotlab/blueprint/blob/main/examples/large-plan.md)

Limitations

• Use this skill only when the task clearly matches the scope described above.
• Do not treat the output as a substitute for environment-specific validation, testing, or expert review.
• Stop and ask for clarification if required inputs, permissions, safety boundaries, or success criteria are missing.
• A pinned revision is reproducible, not automatically trustworthy; its contents still require review.