domain-brainstorm

domain-brainstorm is a skill for Claude Code from gtapps/hermitd. It costs 0 tokens per session (1,265 once invoked), scanned A, original, MIT.

An on-demand codebase review that reads recent Git changes, configuration differences, and documentation coverage to suggest up to two improvements. Git is the system used to track changes to code.

In plain words
What is it for?
Use it when asking what needs fixing, whether something is wrong with a part of the project, or for a brief improvement brainstorm.
Why use it?
It turns recurring repository friction into small, reviewable ideas while requiring another process to approve them before they become proposals.

Skill for Claude Code

Written for Claude Code: shipped in a Claude Code plugin. Also seen: mentions CLAUDE.md.

Part of the hermitd-dev plugin — 4 skills, 1 hook shipped together

Good fit Use it when asking what needs fixing, whether something is wrong with a part of the project, or for a brief improvement brainstorm.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/gtapps/hermitd/domain-brainstorm
Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent
npx skills add gtapps/hermitd --skill domain-brainstorm
Clone the repo
git clone --depth 1 https://github.com/gtapps/hermitd

Made for: Claude Code.

Or install hermitd-dev, the plugin that ships this one along with the rest of its 4 skills, 1 hook.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for domain-brainstorm

README.md
[![agentmods](https://agentmods.dev/badge/skills/gtapps/hermitd/domain-brainstorm/github.svg)](https://agentmods.dev/skills/gtapps/hermitd/domain-brainstorm)
Your own site
<a href="https://agentmods.dev/skills/gtapps/hermitd/domain-brainstorm"><img src="https://agentmods.dev/badge/skills/gtapps/hermitd/domain-brainstorm/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for domain-brainstorm

Your own site · 80×15
<a href="https://agentmods.dev/skills/gtapps/hermitd/domain-brainstorm"><img src="https://agentmods.dev/badge/skills/gtapps/hermitd/domain-brainstorm.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 0 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 1,265 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00000 $0.01265
Opus 5.5 $0.00000 $0.00506
Sonnet 5.5 $0.00000 $0.00253
Haiku 4.5 $0.00000 $0.00127

Measured 11d ago against content hash d0152b7b6592, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

domain-brainstorm scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 11d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

plugins/hermitd-dev/skills/domain-brainstorm/SKILL.md · 103 lines

How it starts

The opening of the file, as written. The whole thing — 103 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Domain Brainstorm

Kill criteria (read before running)

After ≥8 invocations, check the capability-brainstorm segment of core's proposal metrics report — run .hermit/bin/hermitd-run proposal metrics .hermit --source=capability-brainstorm (the project-resident bin/hermitd-run resolves core's plugin root, which a path relative to this plugin can't reach), or read the capability-brainstorm row of the table /hermitd:hermit-evolution prints. If triage-survival < 25% or PROP-acceptance < 30%, treat it as a class-level signal that brainstorm output is noisy and raise it with the operator — the segment is shared with core's capability-brainstorm and the other domain brainstorm skills, so it cannot by itself say which skill to cut.

Gate 0 — Gather inputs

Read these in parallel — all are cheap working-tree reads. Do not run the test suite or install tools.

Git activity

git log --oneline -50
git log --format= --name-only -50 | sort | uniq -c | sort -rn | head -20

Note the 5 most-churned files and any subsystem clusters.

Manifest drift ls for package.json, Cargo.toml, pyproject.toml, go.mod. For each found, check its lockfile (package-lock.json/yarn.lock/pnpm-lock.yaml, Cargo.lock, poetry.lock, go.sum) exists alongside it. Flag any mismatch.

README coverage Read README.md and a one-level ls of the repo root. Note features or modules claimed in the README with no corresponding directory or file visible.

Gate 1 — Generate ideas (max 2)

Think across all three inputs. For each candidate, both constraints must pass before including it:

  1. Concrete friction — state the operator pain in one sentence. What breaks, slows, or misleads today without this fix? If no specific pain, discard.
  2. ≥2 named grounding items: cite at least two by name (e.g. git:cli/index.js, file:package-lock.json missing, readme:§Feature X). These support the friction; friction is the bar.

Map each passing idea to the closest dev prefix: [missing-tests], [tech-debt], [dependency], [tooling], or [architecture].

Read the full file on GitHub · 103 lines

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 11d ago First seen · 103 lines · 0 tokens per session scan A d0152b7b6592

Subscribe to this mod's changes

domain-brainstorm is a skill published in the GitHub repository gtapps/hermitd (79 stars, last pushed today), licensed MIT. It costs nothing until one of its globs matches a file; then it loads 1,265 tokens. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-10-02.

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