kamehadb: Skill for Claude Code

.agents/skills/brainstorm-feature/SKILL.md

brainstorm-feature is a skill for Claude Code, Codex from asta-nguyen/kamehadb. It costs 38 tokens per session (2,448 once invoked), scanned A, original, Apache-2.0.

A planning guide for new or unclear product features. It classifies the request, asks important questions, and requires agreement on the approach before implementation begins.

In plain words
What is it for?
Use it to assess feasibility questions, bounded changes to existing code, and larger architectural work before writing implementation code.
Why use it?
It prevents coding from starting when the scope, user experience, interfaces, data, or compatibility decisions are still unclear.

Skill for Claude CodeCodex

Written for no agent in particular: nothing here depends on one. Also seen: installed under .agents/ (shared by several agents); mentions AGENTS.md.

This is asta-nguyen/kamehadb's own configuration. It tells Claude Code and Codex how to work on kamehadb itself, so it is not a mod to install elsewhere. Copy it as a starting point and replace the rules that are about this project. Everything kamehadb configures →

Reuse

Borrowing it

Nothing to install: this file belongs to asta-nguyen/kamehadb. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.

Copy the file
curl -O https://raw.githubusercontent.com/asta-nguyen/kamehadb/main/.agents/skills/brainstorm-feature/SKILL.md
Clone the repo
git clone --depth 1 https://github.com/asta-nguyen/kamehadb

Made for: Claude Code, Codex.

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 brainstorm-feature

README.md
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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.

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Your own site · 80×15
<a href="https://agentmods.dev/skills/asta-nguyen/kamehadb/brainstorm-feature"><img src="https://agentmods.dev/badge/skills/asta-nguyen/kamehadb/brainstorm-feature.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 38 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 2,448 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 $0.00038 $0.02448
Opus 5.5 $0.00015 $0.00979
Sonnet 5.5 $0.00008 $0.00490
Haiku 4.5 $0.00004 $0.00245

Measured 19d ago against content hash b334d4b3ae17, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

brainstorm-feature 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 19d 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.

.agents/skills/brainstorm-feature/SKILL.md · 193 lines

How it starts

The opening of the file, as written. The whole thing — 193 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Brainstorm Feature

Do not start implementation from an unclear request.

Classify the task first

Before your first question, classify the request and state the classification out loud so the user can override it:

  • Spike — a feasibility question ("can we…", "is it possible…", "quick and dirty is fine") whose output is an answer, not code you keep. Present the question and what you will try in 2-3 sentences, get a nod, then investigate as cheaply as correctness allows. No design doc, no spec file. Report findings as a recommendation; anything built stays labeled throwaway.

  • Bounded — a well-scoped change to code that already exists in this repo: a new flag, a small endpoint, a one-file fix. Bounded means the flow you are changing is already here to read. If there is no existing flow to change, the task is not bounded. Ask the clarifying questions that matter, present a short design in chat (a few sentences to a few short paragraphs), and STOP. Implementation starts only after the user says yes. No spec file, no tasks document. After approval, write a delta.md only when the delta condition in using-devkit's ## Change lifecycle holds, before implement-task.

  • Architectural — new projects, new subsystems, changes that restructure how components fit together or alter interfaces others depend on. Follow the full process: questions and approaches. Once material decisions are settled, write the design straight to design.md (required headings in references/spec-self-review.md) in a change folder (using-devkit's ## Change lifecycle), plus delta.md when the delta condition holds, then call plan-feature to write tasks.md. The user approves design.md, tasks.md, and any delta.md together, once.

When in doubt between two paths, take the heavier one. Hidden complexity discovered mid-task upgrades the path — stop, say so, and step up. Nothing downgrades mid-task.

Process

  1. Read AGENTS.md and relevant wiki pages when they exist. If the target has application source, call the available Skill entry whose local name is read-codebase-context to establish the affected code path before asking questions. Otherwise, state that the project is new and establish scope from the user's request; there is no code path to trace. For follow-up work, read related specs and plans and apply the plan lifecycle in using-devkit before classifying the new request. A completed plan is evidence of prior scope, not approval for new scope.
  2. If the project is too large for a single spec, help the user decompose into sub-projects: what are the independent pieces, how do they relate, what order should they be built? Then brainstorm the first sub-project through the normal flow. Each sub-project gets its own design → tasks → implementation cycle.
  3. Build an internal decision tree before asking questions. Start from the intended user, problem, and observable success, then add only applicable branches for scope and flows, permissions and security, data and lifecycle, interfaces and compatibility, failure and recovery, and rollout and verification. A decision is settled only when the answer is concrete, consistent with known facts, and sufficient to choose a design. Recompute the unresolved frontier after every answer.
    • Ask one frontier question per message. You may batch up to three only when their answers do not depend on each other; keep dependent questions sequential. For each, state known facts, ask for the material decision, and recommend an answer with its main reason or tradeoff. The recommendation is a default to react to, not a decision made for the user.
    • For a straightforward decision with one clearly preferable path, present only that recommendation and its reason. When viable approaches materially differ in behavior, complexity, compatibility, cost, or risk, present two or three options, recommendation first, and explain the consequential trade-offs. Do not manufacture alternatives for an obvious choice.
    • Treat a failure or edge-case branch as applicable when current source or proposed behavior can introduce that risk: invalid input, authorization, duplicate or concurrent operations, partial failure, retry and recovery, lifecycle, external-system failure, compatibility or migration. Omit impossible branches; explain an omission only when it is not obvious.
    • Drill further on a vague, partial, or contradictory answer before moving to another branch. When the user says "standard", "whatever", or similar, propose one concrete interpretation and ask them to confirm it.
    • Find repository and platform facts yourself. Do not ask the user for information available from source, tests, documentation, or tools.
    • Do not ask low-impact implementation questions or inflate the interview. Before presenting the design, check every applicable branch and keep questioning while an unresolved answer could materially change it.
  4. Offer the smallest viable design first. Include scope, observable behavior, affected interfaces/files, error cases, and verification approach. For a source-less new project, also state the approved runtime, package or build tool, first entry point, and how the first behavior will be verified. Do not require a unit-test runner without a concrete need. If the runtime, build tool, or first entry point is undecided, continue clarifying before presenting the design for approval.
  5. Get one approval. For a Spike or Bounded task, present the design in chat in short sections and ask for approval. For an Architectural task, skip the chat approval: create the change folder, write design.md and any delta.md, self-review them, and call plan-feature, which writes tasks.md and presents all of them for one joint approval. Do not write production code while material decisions remain unresolved.
  6. After approval, follow the selected path:
    • Spike: investigate and report a recommendation, keeping probe code throwaway; end with the Next: block.
    • Bounded: when the delta condition holds, write delta.md with its Approved: line in a change folder; then call implement-task. Without a folder, the approval lives only in this conversation; context-handoff records it if the work pauses.
    • Architectural: plan-feature records the joint approval, calls setup-codebase when the target has no AGENTS.md or application source, and then calls implement-task.

Read the full file on GitHub · 193 lines

Files

What ships with it

2 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.

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. 19d ago Changed · -110 lines · +5 tokens per session b334d4b3ae17
  2. 24d ago Changed ea4064c995b0
  3. 26d ago Changed · +157 lines e0e59f161731
  4. 1mo ago First seen · 146 lines · 33 tokens per session scan A 755b8f46a4d9

Subscribe to this mod's changes

brainstorm-feature is a skill published in the GitHub repository asta-nguyen/kamehadb (14 stars, last pushed 10d ago), licensed Apache-2.0. It adds 38 tokens to every session and 2,448 once invoked, about $0.0002 per session on Opus 5.5. 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 2026-10-05.

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