←Leaderboard/Code Quality/Aegis
Last commit on November 4, 2026·Created on April 30, 2026

GanyuanRan/Aegis

“Govern codebase entropy and develop AI skills.”
Combined rank
#309
across all skills
In Code Quality
#18
category rank
Stars
1.4k
+1.4% in last 7d
Forks
80
+2.6% in last 7d
Watchers
3
-25.0% in last 7d
Traction scoreGitHub stars can be faked, so popularity alone can be misleading. Traction Score looks for broader signs of recent attention, adoption, and active maintenance.
TL;DR

Aegis provides capabilities for managing technical debt and creating reusable AI task execution skills.

WHO IT'S FOR
AI agent / automation builders
implementing architecture-aware coding workflows
Technical leads / architects
pressure-testing high-complexity feature designs
Backend / infrastructure engineers
managing schema and source-of-truth boundaries
Platform / DevEx teams
standardizing AI coding agent communication patterns
Compatible AgentsThe repository documents support for these agents. The skills may also work with other agents that can load SKILL.md files, but they may need some setup or small changes.

Use this skill collection

Follow the documented setup, then try a first task.

See the repository for installation instructions.

Open repository instructions ↗

Give it something to do.

Suggested first task

Define a task's goal and stopping point

Uses goal-framing

  • A concrete task description.
  • Known constraints, non-goals, and available acceptance evidence.

Make sure goal-framing is installed in your agent before trying this task.

Use goal-framing to define a compact frame for the task I provide: requested outcome, success evidence, stop condition, non-goals, constraints, and scope. Only define the frame; do not execute, implement, or write a plan.
skills/goal-framing/SKILL.md ↗ · Checked Nov 5, 2026
Suggested first task

Review one interface flow

Uses ui-ux-governance

  • One interface flow and its intended user task.
  • Relevant interface evidence and existing requirements or design patterns.

Make sure ui-ux-governance is installed in your agent before trying this task.

Use ui-ux-governance to review the single interface flow I provide. Identify the user task, assess total user effort, accessibility, controls, and error recovery, and recommend a small scoped improvement. Reuse existing design patterns, include observable acceptance checks, and state any evidence gaps. Keep this to a review.
Suggested first task

Explore approaches for an ambiguous feature

Uses brainstorming

  • An ambiguous feature idea and the user problem it should solve.
  • Relevant project context, existing patterns, and known constraints.

Make sure brainstorming is installed in your agent before trying this task.

Use brainstorming to help clarify the ambiguous feature idea I provide. Start with the relevant project context and ask clarifying questions one at a time. Once the requirements are clear enough, propose two or three approaches with trade-offs and your recommendation. Keep this first result to design exploration.
skills/brainstorming/SKILL.md ↗ · Checked Nov 5, 2026