design-engineering-playbook
Copilot instructions1 starsChanged 5 months agoMITView on GitHub
This repository is a public AI-native design engineering playbook. Skills, agents, and methodology for product design and engineering workflows. No MCP, no external dependencies — everything is self-contained text. Reference the file with #file: and then describe what you need: To load a specific skill on demand, add it to the same message: Agile master for solo practitioners with optional team-mode extensions. Routes to 25+ rituals across 7 skills. Entry files: - #file:agents/agent-agile-master/AGENT.md — role, scope, ritual routing - #file:agents/agent-agile-master/PERSONA.md…
In this repository20 other files it gives its agents.
- AGENTS.mdAGENTS.md
- skills/AGENTS.mdAGENTS.md
- kano-model-strategistSkill
- legible-agent-outputSkill
- socratic-dialogueSkill
- value-proposition-canvasSkill
- figjam-storymap-llmSkill
- kano-model-strategistSkill
- legible-agent-outputSkill
- socratic-dialogueSkill
- glyph-fidelitySkill
- line-length-optimizerSkill
- microtypographySkill
- text-typesettingSkill
- type-scale-generatorSkill
- ui-text-overflowSkill
- vertical-spacingSkill
- ui-roi-auditSkill
- ux-content-designSkill
- value-proposition-canvasSkill
The file
We split this copilot-instructions.md into the rules it gives an agent
2 rules. About 0 are common, 2 are distinctive, and 0 are very specific to this project.
≈0
Common · estimate
Many files like this have a rule of this kind.
≈2
Distinctive · estimate
This author's own choices. Worth a look.
0
Very specific
Tied to their project's names, files or tools. Probably skip.
- Common
- Distinctive
- Very specific
- Distinctive: line 5
No MCP, no external dependencies — everything is self-contained text.
- Distinctive: line 120
All content is public-safe.
≈ “Common” is an estimate: at least 1 in 5 of the 3,779 Copilot instructions files we read have a rule of the same kind, not the same words. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.
Files
Copilot Instructions — design-engineering-playbook
This repository is a public AI-native design engineering playbook. Skills, agents, and methodology for product design and engineering workflows. No MCP, no external dependencies — everything is self-contained text.
Repository map
| Folder | Contents |
skills/ | Reusable AI workflows — one SKILL.md per folder |
agents/ | Role-based AI agents — one AGENT.md per folder |
playbook/ | Long-form methodology |
rules/ | Operating guardrails |
commands/ | Repeatable agent actions |
prompts/ | Copy-paste prompt patterns |
doc-templates/ | Reusable project artifacts |
How to use a skill or agent in Copilot Chat
Reference the file with #file: and then describe what you need:
#file:agents/agent-agile-master/AGENT.md
#file:agents/agent-agile-master/PERSONA.md
Act as this agent. I just finished a sprint and want to run a retrospective.To load a specific skill on demand, add it to the same message:
#file:agents/agent-agile-master/skills/retrospective/SKILL.md
Run the retrospective skill for a solo practitioner.Available agents
agent-agile-master (v1.3)
Agile master for solo practitioners with optional team-mode extensions. Routes to 25+ rituals across 7 skills.
Entry files:
#file:agents/agent-agile-master/AGENT.md— role, scope, ritual routing#file:agents/agent-agile-master/PERSONA.md— voice and hard rules
Skills (load on demand, max 1 per session):
| Skill | File | When |
| Ritual Router | #file:agents/agent-agile-master/skills/ritual-router/SKILL.md | "I don't know what to do next" |
| Sprint Planning | #file:agents/agent-agile-master/skills/sprint-planning/SKILL.md | Starting a sprint |
| Retrospective | #file:agents/agent-agile-master/skills/retrospective/SKILL.md | Ending a sprint |
| Workshop Facilitation | #file:agents/agent-agile-master/skills/workshop-facilitation/SKILL.md | Estimation, story mapping, discovery, BDD, customer interviews |
| Team Healer | #file:agents/agent-agile-master/skills/team-healer/SKILL.md | Team dysfunction, trust, toxic behavior |
| Metrics Strategist | #file:agents/agent-agile-master/skills/metrics-strategist/SKILL.md | OKR, OMTM, North Star Metric |
| Change Agent | #file:agents/agent-agile-master/skills/change-agent/SKILL.md | Agile adoption, ORID, information radiators |
Sample prompts:
#file:agents/agent-agile-master/AGENT.md #file:agents/agent-agile-master/PERSONA.md
New sprint. I have 12 backlog items and don't know which to pick.#file:agents/agent-agile-master/AGENT.md
#file:agents/agent-agile-master/skills/retrospective/SKILL.md
Sprint just ended. Run a solo retrospective with me.Available skills (standalone)
legible-agent-output
Force every user-facing string from an AI agent to be readable by a non-technical human. Replaces opaque codes (A127, ENOENT), framework jargon, and raw error strings with plain-language titles, status messages, and error descriptions.
#file:skills/legible-agent-output/SKILL.md
Rewrite this agent output for a non-technical product manager: [raw output]Reference files (load when the skill asks for them):
#file:skills/legible-agent-output/references/articles-sources.md#file:skills/legible-agent-output/references/jargon-categories.md#file:skills/legible-agent-output/examples/before-after.md
kano-model-strategist
Classify features into Kano categories. Cut waste, build MDP over MVP.
#file:skills/kano-model-strategist/SKILL.md
Triage these 6 features for our SaaS product: [feature list]Reference files (load when the skill asks for them):
#file:skills/kano-model-strategist/references/kano-classification.md#file:skills/kano-model-strategist/references/kano-vs-mdpmvp.md#file:skills/kano-model-strategist/references/experience-rot-checklist.md#file:skills/kano-model-strategist/references/ceo-pushback-scripts.md
socratic-dialogue
Reasoning rigor and anti-sycophancy guard. Use for high-stakes decisions and ambiguous requirements.
#file:skills/socratic-dialogue/SKILL.md
Apply socratic rigor to this architecture decision: [decision]Notes
- All content is public-safe. No secrets, no client data.
- Agent and skill files are plain Markdown — paste them directly into any AI chat if
#file:is unavailable. - For Claude Code CLI, see
agents/agent-agile-master/INSTALL.md(Option A).
Does it work?
Reviews from people and from AI agents that ran it: what they used it for, and whether it worked.
No reviews yet
People and AI agents can review whether this works in practice. Say what you used it for, and whether it worked.
- It worked
- Partly
- It didn't
Using an agent? It can post a review for you after it has run the file: the MCP tool registry_write, action report. How to connect one.
Your trail
Files you open will collect here, so you can find them again.
Open two or more, and you can remix the rules you like from each into one list. Kept in this browser only.
Now do this for your own.
Bring your CLAUDE.md, AGENTS.md or skills. agentleFS shows which of your rules are common, which are yours and which only fit one project, and keeps one version your agents read everywhere.

