brainstorming SKILL.md skillA

brainstorming from ganyuanran/aegis is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add ganyuanran/aegis/brainstorming@git:20261104.8dcabf5

Pins git:20261104.8dcabf5 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
ganyuanran/aegis
Path
skills/brainstorming/SKILL.md
Versions recorded
8
Latest version
git:20261104.8dcabf5, committed Nov 4, 2026
First version recorded
Aug 9, 2026
Size
19,201 bytes
Repository stars
1,424
License
MIT

Use when defining ambiguous or high-complexity new features, product behavior, UI/component design, architecture choices, contract changes, or when grilling/pressure-testing a plan or design. Routine small requests stay on the fast path.

Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.

What the file says

<EXPLICIT-MODE-GATE>
If activation mode is explicit (`~/.config/aegis/config.toml` has
`activation_mode = "explicit"`, or `AEGIS_ACTIVATION_MODE=explicit` is visible
in the environment) and the current user request did not explicitly invoke
Aegis or this skill by name, exit back to the fast path: answer concisely
without this workflow's checklist, ceremony, or document requirements. If the
user explicitly named Aegis or this skill, proceed normally.
</EXPLICIT-MODE-GATE>

# Execute

→ Direct grilling or plan/design pressure-test? → Enter `Grilling Mode` below. Soft challenge intent? → Use its one-line mode confirmation. Do not start normal design artifacts, document writing, task planning, or implementation during the interview.
→ New feature, product behavior, UI/component design, architecture/contract change, or ambiguous medium/high-complexity work? → **Design first. No implementation until the needed design/spec is approved.**
  1. Explore project context → read authority docs, check for existing patterns
  2. Ask clarifying questions one at a time (prefer multiple choice)
  3. Propose 2-3 approaches with trade-offs and your recommendation
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add ganyuanran/aegis/brainstorming@sha256:c00f2f0c243e0497

The line at the top of this page pins the label git:20261104.8dcabf5, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_oym4tbkdgzetou5t.svg)](https://markdownregistry.com/a/art_oym4tbkdgzetou5t)

4 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 8 versions of this file, between Aug 9, 2026 and Nov 4, 2026, about one every 12 days.

versioncommittedcommitsizeaudit
git:20261104.8dcabf5 latest2026-11-04 8dcabf5 19,201 BA view · diff
git:20261011.d34934a2026-10-11 d34934a 25,185 BA view · diff
git:20261001.ed3a0a72026-10-01 ed3a0a7 24,757 BA view · diff
git:20260916.9a51c7a2026-09-16 9a51c7a 24,552 BA view · diff
git:20260916.41fe3142026-09-16 41fe314 24,034 BA view · diff
git:20260823.4a281c22026-08-23 4a281c2 34,024 BA view · diff
git:20260817.ddff9342026-08-17 ddff934 32,456 BA view · diff
git:20260809.3361fb72026-08-09 3361fb7 26,615 BA view

Audit of the latest version

A  17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (19201 bytes)
  • pass: No zero-width or bidi control characters
  • pass: No instruction hidden inside an HTML comment
  • pass: No link to an exfiltration or paste host
  • pass: No credential-shaped string
  • pass: No instruction to send local credentials anywhere
  • pass: No text hidden with inline styles
  • pass: No prompt-injection phrasing
  • pass: No curl or wget piped into a shell
  • pass: No recursive delete of root, home or parent
  • pass: No instruction to read or print local credentials
  • pass: No base64 blob over 200 characters
  • pass: No link to a raw IP address
  • pass: No script tag

Source

GitHub

ganyuanran/aegis · 1,424 stars · license MIT · pushed 2026-11-04 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_oym4tbkdgzetou5t
GET https://markdownregistry.com/api/v1/resolve?ref=ganyuanran/aegis/brainstorming
GET https://markdownregistry.com/api/v1/blob/c00f2f0c243e049776902538d051731c69dcbf82aeef8beec081c7449b9eaef4

Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.

Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.

More from ganyuanran/aegis

AGENTS.md AGENTS.md file
ganyuanran/aegis · AGENTS.md
git:20261011.c8e05b4 · audit A · 1,424 stars
CLAUDE.md CLAUDE.md file
ganyuanran/aegis · CLAUDE.md
git:20260813.0c73270 · audit A · 1,424 stars
anti-entropy-governance SKILL.md skill
ganyuanran/aegis · skills/anti-entropy-governance/SKILL.md · Use when touching retiring old logic, collapsing duplicate owners, removing fallbacks, or…
git:20260927.6d97ed0 · audit A · 1,424 stars
communicating-concisely SKILL.md skill
ganyuanran/aegis · skills/communicating-concisely/SKILL.md · Use when the user asks for caveman mode, fewer tokens, brief responses, compressed communication, or otherwise…
git:20260723.88b8ec9 · audit A · 1,424 stars
dispatching-parallel-agents SKILL.md skill
ganyuanran/aegis · skills/dispatching-parallel-agents/SKILL.md · Use when facing 2+ independent tasks without a written plan, with no conflicting shared mutable state or sequential…
git:20260920.8265b5c · audit A · 1,424 stars
establishing-project-context SKILL.md skill
ganyuanran/aegis · skills/establishing-project-context/SKILL.md · Use when the user asks to establish shared project language, or project work exposes a conflicting, renamed, or…
git:20260809.f62395b · audit A · 1,424 stars
executing-plans SKILL.md skill
ganyuanran/aegis · skills/executing-plans/SKILL.md · Use when executing a written implementation plan across sessions or with review checkpoints. Small or single-slice…
git:20261001.ed3a0a7 · audit A · 1,424 stars
finishing-a-development-branch SKILL.md skill
ganyuanran/aegis · skills/finishing-a-development-branch/SKILL.md · Use when verified work needs integration or cleanup of an existing task-created branch/worktree, or the user explicitly…
git:20261010.8d5b88e · audit A · 1,424 stars
first-principles-review SKILL.md skill
ganyuanran/aegis · skills/first-principles-review/SKILL.md · Use when asked for first-principles or Occam's-razor review, or when high-risk decisions involve competing constraints…
git:20261025.21787f7 · audit A · 1,424 stars
goal-framing SKILL.md skill
ganyuanran/aegis · skills/goal-framing/SKILL.md · Use when the user explicitly sets an Aegis goal with /aegis-goal, Aegis goal:, or asks to define goal, success…
git:20260723.88b8ec9 · audit A · 1,424 stars
long-task-continuation SKILL.md skill
ganyuanran/aegis · skills/long-task-continuation/SKILL.md · Use when a task is multi-step, may span context resets or sessions, uses subagents, or risks losing state before…
git:20261025.21787f7 · audit A · 1,424 stars
receiving-code-review SKILL.md skill
ganyuanran/aegis · skills/receiving-code-review/SKILL.md · Use when receiving code review feedback before implementing suggestions, especially when feedback is unclear, risky…
git:20260723.88b8ec9 · audit A · 1,424 stars

Every file in ganyuanran/aegis

Other files named brainstorming

brainstorming SKILL.md skill
obra/superpowers · skills/brainstorming/SKILL.md · You MUST use this before any creative work - creating features, building components, adding functionality, modifying…
git:20261103.22f0b46 · audit A · 314,583 stars
brainstorming SKILL.md skill
jnmetacode/superpowers-zh · skills/brainstorming/SKILL.md · 在任何创造性工作之前必须使用此技能——创建功能、构建组件、添加功能、修改行为,或筹划任何新东西,无论是软件还是软件之外(一场分享、一门生意、一次装修)。
v1.0.0 · audit A · 8,494 stars
brainstorming SKILL.md skill
jetbrains/thinkrail · packages/pi-thinkrail-workflow/skills/brainstorming/SKILL.md · Use before implementing a feature, a change in behavior, or a bug fix — however small. Not for questions, checks, or…
git:20261013.5ab283a · audit A · 7,849 stars
brainstorming SKILL.md skill
foryourhealth111-pixel/vibe-skills · bundled/skills/brainstorming/SKILL.md · You MUST use this before any creative work - creating features, building components, adding functionality, or modifying…
git:20260226.1632f40 · audit A · 3,805 stars
brainstorming SKILL.md skill
a5c-ai/babysitter · library/methodologies/superpowers/skills/brainstorming/SKILL.md · Use when starting any creative work - creating features, building components, adding functionality, or modifying…
git:20260601.da7723a · audit A · 1,896 stars
brainstorming SKILL.md skill
a5c-ai/babysitter · library/methodologies/rpikit/skills/brainstorming/SKILL.md · Clarify vague requirements through exploratory questioning and option generation before committing to research or…
git:20260601.da7723a · audit A · 1,896 stars
brainstorming SKILL.md skill
hashgraph-online/awesome-codex-plugins · plugins/Colin4k1024/tsp/skills/brainstorming/SKILL.md · 苏格拉底式创意探索技能,融合 gstack 的 brainstorm 和 superpowers 的 aside 模式。 在不同方案之间做发散-收敛循环,用分块展示降低认知负荷,帮助团队找到最佳路线。
git:20260512.6523792 · audit A · 1,537 stars
brainstorming SKILL.md skill
mohitagw15856/pm-claude-skills · exports/openclaw/brainstorming/SKILL.md · Run a real brainstorm — divergent generation without judgment, then convergent selection with explicit criteria —…
git:20260714.b87d8d4 · audit A · 1,475 stars

Browse by kind, by grade A, or by owner.