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Agentic Engineering

An advanced playbook for designing or refactoring agent-based engineering workflows with bounded autonomy, custom evals, durable state, and verified write-back.

Dev & CodingAdvanced★ 141⑂ 22AI score 8/10Last updated: Sep 19, 2026

What it does

  • Treats an agent as a stateful engineering process, not a prompt, and forces explicit objective, non-goals, permissions, budget, and recovery.
  • Walks through an adoption gate (should this be an agent at all?), an unknowns gate (probe before coding), and selection of the lowest sufficient topology: one-shot, loop, graph, or agent teams.
  • Requires human approval and a prepared rollback before production, publication, spending, destructive mutation, or credential use.
  • Ships a state contract (run_id, status, attempt, evidence, unknowns, next_action, hashes, receipts), a failure protocol (NEEDS_INPUT, VERIFY_FAILED, NO_PROGRESS...), and a 3-attempt retry policy.

Who it's for

  • Tech leads and architects whose multi-agent or automation pipelines have grown unmanageable.
  • Engineers tired of "tests pass but the user workflow regressed" outcomes.
  • Platform engineers who must document verification evidence and approval boundaries for delegated actions.

Examples

  1. Someone asks for a multi-agent setup to edit a single deterministic file — the skill collapses it to one bounded process and explains the coordination cost.
  2. A legacy migration keeps failing as one end-to-end goal — measure the failing horizon, publish stable interfaces, delegate smaller verified slices.
  3. A plan has independent branches but no typed payloads or join verifier — keep a serial loop until graph contracts are observable.

· · · Install guide · · ·

Try it now, no install

Paste this into Claude to use the skill without installing anything.

Read the instructions in this file and follow them to help me:
https://raw.githubusercontent.com/Mark393295827/third-brain-v7-skills/HEAD/skills/agentic-engineering/SKILL.md

What I want: (describe your task here)

If Claude can't open the link, open it yourself and paste the contents instead.

↓ If it works for you, download the ZIP below and install it. Then it runs on its own — no pasting each time.

Install in the Claude app (no terminal)
  1. Download the ZIP with the button below.
  2. In Claude, open Settings → Capabilities and turn on 'Code execution and file creation'. (one time)
  3. Go to Customize → Skills → + → 'Upload a skill' and upload the ZIP.
↓ Download ZIP
Install in Claude Code

Let Claude do it — paste this into Claude Code

Install the skill I found on Claude Skill Mart.
Copy the skills/agentic-engineering folder from the GitHub repo Mark393295827/third-brain-v7-skills into my ~/.claude/skills/agentic-engineering/.
When it's done, tell me in one line what this skill can do.

Install with a command instead

git clone https://github.com/Mark393295827/third-brain-v7-skills.git && mkdir -p ~/.claude/skills && cp -r third-brain-v7-skills/skills/agentic-engineering ~/.claude/skills/

⚠ This is a third-party skill. Check the source repository before installing.

  1. Open a terminal.
  2. Clone the repository: git clone https://github.com/Mark393295827/third-brain-v7-skills.git
  3. Create the skills directory: mkdir -p ~/.claude/skills
  4. Copy the skill: cp -r third-brain-v7-skills/skills/agentic-engineering ~/.claude/skills/
  5. (Recommended) Copy the companion skills it references — loop-engineering, graph-engineering, agent-teams-command — the same way.
  6. Restart Claude Code and try a prompt like "redesign the agent workflow for this repo" to confirm the skill triggers.
View source on GitHub ↗License: MIT