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AI Agent Workflow Collection

Skill pack
44 skills0 selected
haabeSkills in this pack

Accessibility audit against WCAG 2.1 AA. Checks semantic HTML, ARIA, keyboard navigation, color contrast, screen reader compatibility.

English

Design the smallest viable test to validate or invalidate a critical assumption. Based on Torres's assumption testing framework, organized by Gilad's AFTER model (Assessment → Fact-Finding → Tests → Experiments → Release Results).

English

Use before any research activity or significant decision. Reviews cognitive biases relevant to the current stage.

English

Use to evaluate whether current work aligns with Better Value Sooner Safer Happier. Run at diamond completion and periodically.

English

Lint canvas files for staleness, missing fields, inconsistent evidence types, and orphaned references. Run periodically or before major transitions.

English

Synchronize canvas state across team sessions via git. Ensures all team members see the same product knowledge.

English

Update canvas sections with new evidence. Ensures canvas stays current as the single source of truth.

English

Use to analyze correction trends, surface recurring patterns, and graduate repeat corrections to guardrails or anti-patterns.

English

Render .claude/canvas/cycle-history.yml as a Gantt chart + outcome distribution pie (or ascii / json). Read-only. Consults the attribution registry per ${CLAUDEPLUGINROOT}/engine/render-conventions.md consent + privacy gate. Third specialist in the render fleet.

English

Use when facing a new problem to classify its domain (Clear, Complicated, Complex, Chaotic, Confused) and select appropriate methods.

English

Pin a measurable, outcome-based Definition of Done for a diamond — a behaviour-change that creates value, not a build-list. Problem-first Socratic sequence; writes definitionofdone to the diamond at birth or retrofits it when missing.

English

Use when starting implementation on a new or unfamiliar codebase. Auto-detects tech stack and sets up development context.

English

Use to evaluate the current state of a diamond. Checks theory gates, confidence levels, and recommends next action.

English

Progress a diamond from one phase to the next. Runs all required theory gate checks, validates evidence, and at Deliver->Complete runs the executable Definition of Done checklist.

English

Render .claude/diamonds/active.yml as a state diagram. Read-only. Default format Mermaid stateDiagram-v2. Recommended at the end of /mycelium:diamond-assess so every assessment closes with a visual state-of-play. See ${CLAUDEPLUGINROOT}/engine/render-conventions.md for shared render fleet conventions.

English

Assess delivery health metrics. For software: DORA + APEX. For content/AI/service products: product-type-appropriate metrics.

English

Run eval scenarios to benchmark Mycelium effectiveness. Execute tasks using reflexion loop, validate against success criteria, record metrics.

English

Parallel agent orchestration for OST exploration. Fan-out multiple solution explorations, fan-in results to compare and select winners.

English

Aggregate feedback signals across all active loops. Reports health, trajectory, overdue checks, regression warnings, and Goodhart's Law violations.

English

Evaluate Mycelium's own process effectiveness. Measures cycle velocity, discard trends, confidence calibration, gate effectiveness, regression rate.

English

GIST planning workflow. Structure goals into ideas, steps, and tasks using Gilad's evidence-guided framework.

English

Use when building anything USER-FACING (or with persuasion/retention/cancellation/consent/pricing flows, or that touches vulnerable people) to surface design-level harm the security/privacy/compliance gates miss: dark/deceptive patterns and foreseeable misuse. Assumes the product works as designed and asks who it could harm and whether it is Happier-negative. NUDGE, not a block.

English

Use to prioritize solutions or opportunities using ICE scoring with evidence-backed confidence.

English

Map user Jobs to be Done across functional, emotional, and social dimensions. Based on Christensen's JTBD theory.

English

Includes Accessibility Check, Assumption Test, Bias Check, and other workflows.

Install with
Claude CodeCodexCursorGitHub CopilotGemini CLI

Supported by the Atlas install prompt. Skill-specific requirements vary.

Pack stats

Skills44CategorygeneralStars0

What’s included

Accessibility Check

Accessibility audit against WCAG 2.1 AA. Checks semantic HTML, ARIA, keyboard navigation, color contrast, screen reader compatibility.

Assumption Test

Design the smallest viable test to validate or invalidate a critical assumption. Based on Torres's assumption testing framework, organized by Gilad's AFTER model (Assessment → Fact-Finding → Tests → Experiments → Release Results).

Bias Check

Use before any research activity or significant decision. Reviews cognitive biases relevant to the current stage.

Bvssh Check

Use to evaluate whether current work aligns with Better Value Sooner Safer Happier. Run at diamond completion and periodically.

Canvas Health

Lint canvas files for staleness, missing fields, inconsistent evidence types, and orphaned references. Run periodically or before major transitions.

Canvas Sync

Synchronize canvas state across team sessions via git. Ensures all team members see the same product knowledge.

Canvas Update

Update canvas sections with new evidence. Ensures canvas stays current as the single source of truth.

Corrections Audit

Use to analyze correction trends, surface recurring patterns, and graduate repeat corrections to guardrails or anti-patterns.

Cycle Render

Render .claude/canvas/cycle-history.yml as a Gantt chart + outcome distribution pie (or ascii / json). Read-only. Consults the attribution registry per ${CLAUDEPLUGINROOT}/engine/render-conventions.md consent + privacy gate. Third specialist in the render fleet.

Cynefin Classify

Use when facing a new problem to classify its domain (Clear, Complicated, Complex, Chaotic, Confused) and select appropriate methods.

Define Done

Pin a measurable, outcome-based Definition of Done for a diamond — a behaviour-change that creates value, not a build-list. Problem-first Socratic sequence; writes definitionofdone to the diamond at birth or retrofits it when missing.

Delivery Bootstrap

Use when starting implementation on a new or unfamiliar codebase. Auto-detects tech stack and sets up development context.

Diamond Assess

Use to evaluate the current state of a diamond. Checks theory gates, confidence levels, and recommends next action.

Diamond Progress

Progress a diamond from one phase to the next. Runs all required theory gate checks, validates evidence, and at Deliver->Complete runs the executable Definition of Done checklist.

Diamond Render

Render .claude/diamonds/active.yml as a state diagram. Read-only. Default format Mermaid stateDiagram-v2. Recommended at the end of /mycelium:diamond-assess so every assessment closes with a visual state-of-play. See ${CLAUDEPLUGINROOT}/engine/render-conventions.md for shared render fleet conventions.

Dora Check

Assess delivery health metrics. For software: DORA + APEX. For content/AI/service products: product-type-appropriate metrics.

Eval Runner

Run eval scenarios to benchmark Mycelium effectiveness. Execute tasks using reflexion loop, validate against success criteria, record metrics.

Fan Out

Parallel agent orchestration for OST exploration. Fan-out multiple solution explorations, fan-in results to compare and select winners.

Feedback Review

Aggregate feedback signals across all active loops. Reports health, trajectory, overdue checks, regression warnings, and Goodhart's Law violations.

Framework Health

Evaluate Mycelium's own process effectiveness. Measures cycle velocity, discard trends, confidence calibration, gate effectiveness, regression rate. Run quarterly or ever

Gist Plan

GIST planning workflow. Structure goals into ideas, steps, and tasks using Gilad's evidence-guided framework.

Harms Check

Use when building anything USER-FACING (or with persuasion/retention/cancellation/consent/pricing flows, or that touches vulnerable people) to surface design-level harm the security/privacy/compliance gates miss: dark/deceptive patterns and foreseeable misuse. Assumes the product works as designed and asks who it could harm and whether it is Happier-negative. NUDGE, not a block.

Ice Score

Use to prioritize solutions or opportunities using ICE scoring with evidence-backed confidence.

Jtbd Map

Map user Jobs to be Done across functional, emotional, and social dimensions. Based on Christensen's JTBD theory.

Showing 24 of 44 skills. Use the list’s page controls above to explore the rest.

Quick start

  1. Choose your skills. Select individual skills above, or choose the entire pack.
  2. Copy the install prompt. Use Copy install prompt above the list.
  3. Send it to your agent. Paste into your coding agent’s chat. Your agent reviews the source and guides the setup.

Try it with your agent

After installation, start with a request like:

Example request
Use the Accessibility Check skill to help with my task.
Ask me for the context you need before getting started.

Requirements & license

  • A coding agent that can access your project files and install skills.
  • Your agent checks each skill’s instructions, dependencies, and permissions during setup.
  • Reported license for the skills shown: MIT. The author’s terms apply.
AI Agent Workflow Collection | Agent Skills Atlas