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.
npx skills add flanliulf/SpecLite --skill speclite-brainstorminggit clone --depth 1 https://github.com/flanliulf/SpecLiteWrote 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/flanliulf/speclite/speclite-brainstorming)<a href="https://agentmods.dev/skills/flanliulf/speclite/speclite-brainstorming"><img src="https://agentmods.dev/badge/skills/flanliulf/speclite/speclite-brainstorming/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/flanliulf/speclite/speclite-brainstorming"><img src="https://agentmods.dev/badge/skills/flanliulf/speclite/speclite-brainstorming.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 | $0.00075 | $0.00609 |
| Opus 5 | $0.00037 | $0.00304 |
| Sonnet 5 | $0.00015 | $0.00122 |
| Haiku 4.5 | $0.00007 | $0.00061 |
Grade A, and why
speclite-brainstorming 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 10d 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.
What it actually says
[技能说明]
Speclite Brainstorming 用于通过结构化创造力技术开展交互式头脑风暴。完整工作流定义在 references/workflow.md，具体步骤位于 references/steps/，输出模板位于 assets/brainstorming-template.md。
[核心能力]
- 会话初始化：检测已有 brainstorming 输出，支持新会话或继续上次进度。
- 技术选择：读取 references/brain-methods.csv，支持用户选择、AI 推荐、随机选择和渐进式流程。
- 技术执行：按选定方法引导用户发散、追问、扩展和收敛。
- 想法组织：整理、聚类、优先级排序，并形成行动计划。
- 输出落盘：使用 assets/brainstorming-template.md 生成或更新 session 文档。
- 状态延续：通过文档状态字段识别 workflow 是否 active、completed 或需要继续。
[执行流程]
1. 完整读取并遵循 references/workflow.md。
2. 在 workflow 要求读取步骤文件时，从 references/steps/ 读取对应文件。
3. 在 workflow 要求复制模板时，使用 assets/brainstorming-template.md 作为源模板。
4. 运行时配置通过 speclite resolve config --project-root {project-root} 读取 merged runtime config 中的，输出目录按 [core].output_folder 或 [modules.sdlc] 中的字段解析。
5. 完成输出文档时，在文档末尾追加 本文档由 speclite-brainstorming Skill 自动生成 标注。
[注意事项]
- references/workflow.md 和 references/steps/*.md 是权威执行定义。
- 当前运行规约不得依赖旧 runtime 路径或 YAML 配置。
- 不得跳过 continuation 检测、用户选择或行动计划步骤。
- 用户如提供 context_file，必须读取并用于约束 brainstorming。
- 输出目录缺失时先询问或创建合适目录，不要写入项目根目录。
What ships with it
13 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.
- assets/brainstorming-template.md 245 B
- CHANGELOG.md 488 B
- config.toml.example 566 B
- references/brain-methods.csv 16 KB
- references/steps/step-01-session-setup.md 7.3 KB
- references/steps/step-01b-continue.md 3.8 KB
- references/steps/step-02a-user-selected.md 7.4 KB
- references/steps/step-02b-ai-recommended.md 7.8 KB
- references/steps/step-02c-random-selection.md 7.6 KB
- references/steps/step-02d-progressive-flow.md 9.6 KB
- references/steps/step-03-technique-execution.md 16 KB
- references/steps/step-04-idea-organization.md 11 KB
- references/workflow.md 2.7 KB
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.
- 10d ago First seen · 36 lines · 75 tokens per session scan A 1fe29c739e05
speclite-brainstorming is a skill published in the GitHub repository flanliulf/SpecLite (4 stars, last pushed 2mo ago), licensed MIT. It adds 75 tokens to every session and 609 once invoked, about $0.0004 per session on Opus 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 2026-08-31.
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