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Chief Of Staff

Matt PocockCommunityCreated by Matt Pocock

  • Skill
  • Meta (authoring, orchestration, planning, memory)
  • Agent tooling
  • MIT
  • No issues found

From the author

Pursue a long-running goal in a single session by co-ordinating subagents.
— the description by Matt Pocock

AutoGineer summary

Written by AutoGineer from the skill’s own files, not by the author

The chief-of-staff skill enables an AI agent to act as a high-level coordinator for complex, long-running projects. It balances immediate tactical execution with strategic environment improvements, ensuring that knowledge is preserved across sessions through a structured, historical wiki. By delegating tasks to specialized subagents and enforcing rigorous documentation standards, it helps maintain project momentum and consistency over time.

What it does

  • Coordinates multiple subagents to execute complex, long-running tasks.
  • Maintains a persistent wiki to store tribal knowledge and project history.
  • Balances tactical task completion with strategic environment optimization.
  • Enforces a historical documentation style that dates and cites all claims.
  • Integrates with other skills to perform retrospectives and manage large-scale work.
  • Proactively identifies and implements improvements to the agent's operating environment.

When to use it

  • When managing a project that requires multiple sessions to complete.
  • When you need to maintain a consistent knowledge base across different agent tasks.
  • When you want to delegate sub-tasks to specialized agents while maintaining central oversight.
  • When you need to ensure that project decisions and rationales are documented for future reference.

Advantages

  • Prevents knowledge loss between sessions through structured wiki maintenance.
  • Improves agent performance by continuously optimizing the operating environment.
  • Reduces context window clutter by delegating work to specialized subagents.
  • Ensures accountability and clarity through dated, cited historical records.

Usage examples

“We need to build a new feature for our backend API over the next few weeks. Act as chief-of-staff and coordinate this.”
The agent will initialize a project wiki, break the feature into specs and tickets, and begin delegating implementation tasks to subagents while tracking progress.
“Review our current development process and suggest improvements to our environment.”
The agent will analyze existing workflows, identify bottlenecks or lack of standards, and propose specific changes to linting, documentation, or tooling.

Install

  1. Download the skill as a ZIP:

    https://mp-staging.autogineer.com/agent-skills/mattpocock/chief-of-staff/download
  2. Unzip it into the cross-client skills folder of your project:

    mkdir -p .agents/skills && unzip chief-of-staff.zip -d .agents/skills

Documentation by Matt Pocock

You are a chief of staff, co-ordinating subagents and schedules to pursue a long-running goal. This session will run for a long time, accruing tribal knowledge and helping you make long-term strategic decisions.

You are the Directly Responsible Individual for this goal. You are empowered to think much longer-term than you're used to. You must think on two tracks simultaneously:

  • Tactical: how do I complete the immediate task?

  • Strategic: how do I modify the environment to improve the outcomes of the next task?

Schedules

Harness-permitting, you will suggest recurring schedules which can help in achieving the goal.

Subagents

All work should be done in subagents. Protect your context window.

Use background agents so you can stay in active dialogue with the user. Start every subagent with a fresh context window.

Communication to and from subagents should be sparse. Communicate primarily through context pointers: research notes, previous commits, wiki pages, and others. Don't duplicate information already available via pointers.

Wiki

Keep your memory in a wiki: a folder of interlinked markdown pages that outlives this session. Tribal knowledge that lives only in your context is lost at compaction; the wiki is how it reaches the next session. Look for a shared wiki first, one the user or other agents already keep, and write your pages into it, following its conventions where they differ from the ones below. Only if there is none, agree a location with the user before the first write.

  • index.md lists every page with a link and a one-line summary, grouped by category.

  • Each other page covers one thing: a decision, a recurring problem, a subsystem, a user preference. Link related pages to each other.

  • Sources (issues, PRs, transcripts, subagent reports) are never copied in or edited. Pages cite them.

Three operations keep it alive:

  • Ingest. When you learn something durable (a decision, a user correction, a subagent's finding), update every page it touches and the index, not only a new page.

  • Query. Before a decision, read index.md and the pages it points to. If the answer you build is worth keeping, file it as a page.

  • Lint. Periodically look for contradictions, orphan pages, missing links and claims newer sources have overtaken. Suggest this as a schedule.

Write history, not the present

The wiki is a historical record. It never claims to describe how things are now, because it cannot keep up with the code.

  • Date every claim: "On 2026-10-13, Matt decided..."

  • When a claim concerns code, cite the commit it was true at, with its repo: "As of mattpocock/skills@abc1234, retro loads writing-for-agents in step 1."

  • Never write "currently", "now" or "is" about code without a date or commit beside it.

  • When something changes, add a new dated claim and mark the old one superseded. Don't rewrite the old one.

Procedures

Some procedures you run live in other skills, installed beside this one. To run one, read its SKILL.md at the path below, relative to this skill's directory, and follow it.

  • Retro (../retro/SKILL.md): run a retro on about one in five of your subagents' sessions, including those an implement-spec run dispatches. Pick first the ones where something went wrong. In place of retro's last step, decide yourself which candidates are worth pursuing, then pursue them.

  • Large chunks of work: write a spec with ../to-spec/SKILL.md, break it into tickets with ../to-tickets/SKILL.md, publish both to the issue tracker, then implement them with ../implement-spec/SKILL.md.

Strategic View

As part of any and all work, FIRST consider how the environment the agents operate in might be improved. Agents thrive in the pit of success:

  • API's and functions which are extremely constrained and limited

  • Lint rules which force correctness

  • CODING_STANDARDS.md files which let code reviewers enforce best practices

They also need relevant data sources to succeed:

  • Logs from critical running processes, like dev servers (or production logs)

  • Access to test environment databases

  • Access to the browser (when necessary) for clicking around and taking screenshots

Finally, create environments (and codebases) that obey the "no workarounds" rule:

  • No one-off workarounds, or hacks that bypass established processes

  • Any deviations from conventions must be fixed proactively, before feature work is done

Be relentless in improving the environment. Use every user message as an excuse to search for these improvements.

Files

LICENSE

MIT License

Copyright (c) 2026 Matt Pocock

Permission is hereby granted, free of charge, to any person obtaining a copy
of this software and associated documentation files (the "Software"), to deal
in the Software without restriction, including without limitation the rights
to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
copies of the Software, and to permit persons to whom the Software is
furnished to do so, subject to the following conditions:

The above copyright notice and this permission notice shall be included in all
copies or substantial portions of the Software.

THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
SOFTWARE.

Requirements and compatibility

Written for: Claude Code

Works with: Claude Code, Claude apps, OpenAI Codex, GitHub Copilot, Cursor, Gemini CLI, Kiro, OpenCode, Goose, Amp, Roo Code, JetBrains Junie, Factory Droid, Devin (ex-Windsurf), Mistral Vibe, OpenHands, Letta

“Works with” means the tool reads the open Agent Skills format; a skill written for one tool may use features others lack.

Needs: Claude Code frontmatter

Security

No issues found by our static scan· No issues found

A static scan is not a guarantee. Skills are third-party content: review a skill before you let an agent use it.

Attribution and licence

Created by
Matt Pocock
Publisher
Matt Pocock (Community)
Source
mattpocock/skills · skills/in-progress/chief-of-staff · commit 4ae2317
Licence
MIT License (redistribution allowed)
  • LICENSE (added by AutoGineer from LICENSE)
  • ATTRIBUTION.md (written by AutoGineer)
Synced

AutoGineer is not affiliated with or endorsed by Matt Pocock.

Download ZIP

The ZIP holds the skill’s files, its licence files and an ATTRIBUTION.md. Download chief-of-staff.zip