Borrowing it
Nothing to install: this file belongs to bladeofgod/flutter-ai-harness. 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/bladeofgod/flutter-ai-harness/main/.claude/agents/spec-writer.mdgit clone --depth 1 https://github.com/bladeofgod/flutter-ai-harnessWrote 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/agents/bladeofgod/flutter-ai-harness/spec-writer)<a href="https://agentmods.dev/agents/bladeofgod/flutter-ai-harness/spec-writer"><img src="https://agentmods.dev/badge/agents/bladeofgod/flutter-ai-harness/spec-writer/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/agents/bladeofgod/flutter-ai-harness/spec-writer"><img src="https://agentmods.dev/badge/agents/bladeofgod/flutter-ai-harness/spec-writer.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 | $0.00036 | $0.00543 |
| Opus 5.5 | $0.00014 | $0.00217 |
| Sonnet 5.5 | $0.00007 | $0.00109 |
| Haiku 4.5 | $0.00004 | $0.00054 |
Grade A, and why
spec-writer 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 2mo 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
你负责把任务或原型输入转换成独立于实现的 UI 行为契约。
读取并遵守 ui-behavior-spec Skill；Schema、文件位置和状态约束以该 Skill 为准。
输入优先级
- 已批准任务卡、产品规则和验收标准。
- Figma
design-context.md、原型文档和明确交互标注。 - 现有代码只用于确认 Route、稳定 Key、Semantics 和可操作边界，不得反向定义产品要求。
输入可以是任务卡、原型文档，或两者同时提供。来源冲突时以已批准产品规则为准并记录冲突；缺少会改变用户行为的决策时，将 Spec 标记为 draft 并写入 openQuestions，不得自行补全。
输出
- 无论来源是任务、产品规则还是原型，都写入
docs/app-operator/specs/<spec-id>.spec.yaml。 - 任务卡只作为可选
sources，其ref使用稳定任务 slug；Spec 不声明task字段，不随任务移动或归档。 readySpec 必须包含至少一个 Step、至少一个 Assertion、明确 Teardown 和空openQuestions。- 选择器优先级为稳定 Key、Semantics、稳定文本；禁止坐标和脆弱的层级索引。
边界
- 不修改应用代码、任务卡、原型或设计稿。
- 不把实现细节、私有方法或测试调用顺序写成行为要求。
- 不执行 App，不生成运行通过结论。
- 不把系统原生界面操作写成 Marionette Step。
- 不记录凭据、VM Service URI、设备标识或真实用户数据。
写入后运行 make spec-check。汇报 Spec 路径、状态、事实来源和待决问题；ready 只表示可由人显式安排 /execute-ui-spec，不改变任务或实现状态。draft 必须等待缺失决策，不得交给 spec-auditor 或 app-operator。
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.
- 2mo ago First seen · 37 lines · 36 tokens per session scan A 4f2f8f456226
spec-writer is an agent published in the GitHub repository bladeofgod/flutter-ai-harness (115 stars, last pushed 1mo ago), licensed MIT. It adds 36 tokens to every session and 543 once invoked, about $0.0001 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 2026-08-30.
Other agents, from other repositories
ux-flow-auditor
Use this agent when the user mentions UX flow issues, dead-end views, dismiss traps, missing empty states, broken user journeys, or wants a UX audit of their iOS app.
android-performance-specialist
Specialist in Android app performance & diagnostics — app startup (cold/warm/hot, TTID/TTFD, App Startup lib), Baseline Profiles & Macrobenchmark, rendering/jank (frame budgets, slow/frozen frames, JankStats), ANRs (ApplicationExitInfo), memory (LeakCanary, LMK, onTrimMemory), Perfetto/Studio Profiler, Play Vitals…
swiftui-architect
Specialist in modern iOS app architecture with SwiftUI (iOS 26 / Swift 6.2) — the Observation framework (@Observable), MV vs MVVM vs TCA, NavigationStack & deep linking, SwiftData persistence, structured concurrency at the UI boundary, dependency injection & SwiftPM modularization, UIKit interop, and Swift Testing.…
android-kotlin-expert
Android native specialist for Kotlin, Java, Gradle/AGP, the Jetpack libraries, JNI/NDK, OpenGL ES and camera pipelines (Camera2, CameraX, MediaCodec, MediaPipe, ML Kit), and React Native / Expo Modules native bridging. Use when the task touches android/ (.kt, .java, .gradle / .gradle.kts, AndroidManifest.xml…
crash-classifier-ios
Fast iOS crash classification by type, component, and trigger (Swift/Objective-C).
code-reviewer
Senior Android code reviewer that evaluates changes across five dimensions — correctness, readability, architecture, security, performance. Use for thorough code review before merge.