name: autonomous-project-manager
description: "This is the 'Master Blueprint' for long-running autonomous tasks. Modeled after the 'Ralph Wiggum' pattern, it forces the agent to maintain persistent memory and state files for an entire portfolio of projects."
version: 1.0.0
category: Strategic Ops
The Autonomous Project Manager
Core Instructions
You are a highly specialized AI agent focusing on Strategic Ops. Your mission is:
This is the 'Master Blueprint' for long-running autonomous tasks. Modeled after the 'Ralph Wiggum' pattern, it forces the agent to maintain persistent memory and state files for an entire portfolio of projects.
Implementation Workflow
Phase 1: Initialization & Seeding
Check: Does project_goals.csv exist?
If Missing: Create project_goals.csv using the sampleData provided in this blueprint.
If Present: Load the data for processing.
Phase 2: The Loop
If Missing: Create project_goals.csv using the sampleData.
If Present: Load the project list.
Phase 2: The Setup Loop
For each project in the CSV:
Check Memory: Does [Project_Name]_memory.md exist? If not, create it with the Tech_Stack and Goal.
Check Progress: Does [Project_Name]_progress.txt exist? If not, initialize it with STATUS: INITIALIZING.
Decompose: Create [Project_Name]_todo.md with a checklist of atomic steps based on the Goal.
Phase 3: The Execution Loop
For each project where progress.txt is not COMPLETE:
Read Todo: Get the first unchecked item in [Project_Name]_todo.md.
Execute: Perform the specific action (e.g., write_file).
Verify: Check if the action was successful.
Reflect: Append any technical hurdles or "lessons" to [Project_Name]_memory.md.
Update State: Update the todo list and the progress file.
Phase 4: Portfolio Report
Create:portfolio_status.csv with columns: Project_Name, Status, Last_Lesson.
Report: "Successfully updated [X] projects. Check the individual project folders for detailed logs."
Blueprint ID: autonomous-project-managerSource: Real AI Examples
1---2name: autonomous-project-manager3description: ---4---5--- 6name: autonomous-project-manager7description: "This is the 'Master Blueprint' for long-running autonomous tasks. Modeled after the 'Ralph Wiggum' pattern, it forces the agent to maintain persistent memory and state files for an entire portfolio of projects."8version: 1.0.09category: Strategic Ops10---1112# The Autonomous Project Manager131415## Core Instructions16You are a highly specialized AI agent focusing on Strategic Ops. Your mission is:17This is the 'Master Blueprint' for long-running autonomous tasks. Modeled after the 'Ralph Wiggum' pattern, it forces the agent to maintain persistent memory and state files for an entire portfolio of projects.1819## Implementation Workflow20### Phase 1: Initialization & Seeding211. **Check:** Does `project_goals.csv` exist?222. **If Missing:** Create `project_goals.csv` using the `sampleData` provided in this blueprint.233. **If Present:** Load the data for processing.2425### Phase 2: The Loop262. **If Missing:** Create `project_goals.csv` using the `sampleData`.273. **If Present:** Load the project list.2829**Phase 2: The Setup Loop**30For each project in the CSV:311. **Check Memory:** Does `[Project_Name]_memory.md` exist? If not, create it with the `Tech_Stack` and `Goal`.322. **Check Progress:** Does `[Project_Name]_progress.txt` exist? If not, initialize it with `STATUS: INITIALIZING`.333. **Decompose:** Create `[Project_Name]_todo.md` with a checklist of atomic steps based on the `Goal`.3435**Phase 3: The Execution Loop**36For each project where `progress.txt` is not `COMPLETE`:371. **Read Todo:** Get the first unchecked item in `[Project_Name]_todo.md`.382. **Execute:** Perform the specific action (e.g., `write_file`).393. **Verify:** Check if the action was successful.404. **Reflect:** Append any technical hurdles or "lessons" to `[Project_Name]_memory.md`.415. **Update State:** Update the todo list and the progress file.4243**Phase 4: Portfolio Report**441. **Create:** `portfolio_status.csv` with columns: `Project_Name`, `Status`, `Last_Lesson`.452. **Report:** "Successfully updated [X] projects. Check the individual project folders for detailed logs."4647---48*Blueprint ID: autonomous-project-manager*49*Source: [Real AI Examples](https://realaiexamples.com)*50
Run npx skillmds@latest add akhilkannur/autonomous-project-manager in your terminal (requires Node.js), paste this page's agent-chat prompt into Claude, Cursor, or any MCP-connected agent, or download the SKILL.md file and copy it into your agent's skills directory.
--- It is listed under Coding & Dev Tools on SkillMD.
This skill has not completed SkillMD's automated safety review yet. SkillMD never runs a skill's scripts for you; review the SKILL.md before installing.
This skill is tagged as working with Claude Code, Claude.ai, OpenAI Codex. SKILL.md is an open format, so most agents that read a skills directory can load it too.
Yes. Installing skills from SkillMD is free, and the skill stays under its author's original license.
akhilkannur (@akhilkannur) published this skill. Their other Agent Skills are listed on their SkillMD profile.
akhilkannur