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.
curl -O https://raw.githubusercontent.com/asta-nguyen/kamehadb/main/.agents/skills/brainstorm-feature/SKILL.mdgit clone --depth 1 https://github.com/asta-nguyen/kamehadbWrote 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.
[](https://agentmods.dev/skills/asta-nguyen/kamehadb/brainstorm-feature)<a href="https://agentmods.dev/skills/asta-nguyen/kamehadb/brainstorm-feature"><img src="https://agentmods.dev/badge/skills/asta-nguyen/kamehadb/brainstorm-feature/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.
<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>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.
| Model | Per session | Once 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 |
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.
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.mdonly when the delta condition inusing-devkit's## Change lifecycleholds, beforeimplement-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 inreferences/spec-self-review.md) in a change folder (using-devkit's## Change lifecycle), plusdelta.mdwhen the delta condition holds, then callplan-featureto writetasks.md. The user approvesdesign.md,tasks.md, and anydelta.mdtogether, 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
- Read
AGENTS.mdand relevant wiki pages when they exist. If the target has application source, call the available Skill entry whose local name isread-codebase-contextto 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 inusing-devkitbefore classifying the new request. A completed plan is evidence of prior scope, not approval for new scope. - 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.
- 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.
- 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.
- 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.mdand anydelta.md, self-review them, and callplan-feature, which writestasks.mdand presents all of them for one joint approval. Do not write production code while material decisions remain unresolved. - 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.mdwith itsApproved:line in a change folder; then callimplement-task. Without a folder, the approval lives only in this conversation;context-handoffrecords it if the work pauses. - Architectural:
plan-featurerecords the joint approval, callssetup-codebasewhen the target has noAGENTS.mdor application source, and then callsimplement-task.
- Spike: investigate and report a recommendation, keeping probe code
throwaway; end with the
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.
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.
- 19d ago Changed · -110 lines · +5 tokens per session b334d4b3ae17
- 24d ago Changed ea4064c995b0
- 26d ago Changed · +157 lines e0e59f161731
- 1mo ago First seen · 146 lines · 33 tokens per session scan A 755b8f46a4d9
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.
brainstorm-feature compared with skills from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| brainstorm-featureasta-nguyen/kamehadb | Skill | 14 | 10d ago | Apache-2.0 | A | 38 | Claude Code, Codex |
| chromaNousResearch/hermes-agent | Skill | 261k | yesterday | MIT | A | 12 | Claude Code, Codex |
| backend-patternsaffaan-m/ECC | Skill | 298k | 4d ago | MIT | A | 51 | Claude Code, Codex |
| database-migrationsaffaan-m/ECC | Skill | 298k | 4d ago | MIT | A | 61 | Claude Code, Kiro |
| postgres-patternsaffaan-m/ECC | Skill | 298k | 4d ago | MIT | A | 45 | Claude Code, Kiro |
| free-llm-apismnfst/awesome-free-llm-apis | Skill | 12k | yesterday | CC0-1.0 | A | 116 | Claude Code, Codex |
| review-prsgoogleapis/mcp-toolbox | Skill | 17k | yesterday | Apache-2.0 | A | 162 | Claude Code, Codex |