agentmods.dev

WhyBuddy: Instructions file for Kiro

.kiro/steering/implementation-guide.md

WhyBuddy implementation-guide.md is an instructions file for Kiro from xiaojilele-glitch/WhyBuddy. It costs 1,774 tokens per session, scanned A, original, MIT.

A set of coding rules for adding modules to SlideRule. It tells developers to check shared data contracts and existing services first, including workflow execution, memory, telemetry, exports, demonstrations, and task enrichment.

In plain words
What is it for?
Use it as a pre-implementation checklist when building modules that run workflows, access memory, emit telemetry, enrich tasks, export data, or execute code.
Why use it?
It reduces duplicated code and inconsistent data formats across modules. It also records constraints for local, simulated, and container-based execution, so implementation plans do not rely on an environment that may not exist.

Instructions file for Kiro

Written for Kiro: installed under .kiro/.

This is xiaojilele-glitch/WhyBuddy's own configuration. It tells Kiro how to work on WhyBuddy 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 WhyBuddy configures →

not rated 380repo 1mo ago A scan 1,774 tokens original MIT
View source ↗ xiaojilele-glitch/WhyBuddy miantuan.ai
Reuse

Borrowing it

Nothing to install: this file belongs to xiaojilele-glitch/WhyBuddy. 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/xiaojilele-glitch/WhyBuddy/main/.kiro/steering/implementation-guide.md
Clone the repo
git clone --depth 1 https://github.com/xiaojilele-glitch/WhyBuddy

Made for: Kiro.

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 WhyBuddy implementation-guide.md

README.md
[![agentmods](https://agentmods.dev/badge/instructions/xiaojilele-glitch/whybuddy/implementation-guide/github.svg)](https://agentmods.dev/instructions/xiaojilele-glitch/whybuddy/implementation-guide)
Your own site
<a href="https://agentmods.dev/instructions/xiaojilele-glitch/whybuddy/implementation-guide"><img src="https://agentmods.dev/badge/instructions/xiaojilele-glitch/whybuddy/implementation-guide/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 WhyBuddy implementation-guide.md

Your own site · 80×15
<a href="https://agentmods.dev/instructions/xiaojilele-glitch/whybuddy/implementation-guide"><img src="https://agentmods.dev/badge/instructions/xiaojilele-glitch/whybuddy/implementation-guide.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 1,774 This file is loaded in full into every session.
When invoked 1,774 The same file — it is already loaded in full.
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 $0.01774 $0.01774
Opus 5.5 $0.00710 $0.00710
Sonnet 5.5 $0.00355 $0.00355
Haiku 4.5 $0.00177 $0.00177

Measured 1mo ago against content hash 73acb228b4aa, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

WhyBuddy implementation-guide.md 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 1mo 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.

.kiro/steering/implementation-guide.md · 148 lines

How it starts

The opening of the file, as written. The whole thing — 148 lines — stays where its author put it; the contents beside it link to each section on GitHub.

2026-04-15 Runtime Addendum

保留以下旧指南不变，新增当前实现约束：

  1. 不得再默认假设 Docker 必然存在。
  2. 涉及执行链路的功能要同时考虑 real、native、mock。
  3. 涉及 GitHub Pages 的功能不得写成 executor-backed 模式。
  4. 如果改动了运行时边界，必须同步检查 README、ROADMAP 和 steering 补充文档。

补充文档：

  • .kiro/steering/2026-04-15-runtime-current-state.md

模块实现指南

从 rbac-system-pc 的 90 个 AIGC 模块批量实现经验中提炼的方法论，适配 sliderule 当前“主线已落地、以增量补完 spec 为主”的实现阶段。

一、实现前检查清单（每个模块必须执行）

实现任何模块的第一步，对照下表检查该模块需要复用哪些已有能力。 禁止跳过此步骤，禁止重复实现已有能力。

共享契约检查表

检查项 条件 必须使用的契约 路径
是否涉及演示数据？ 模块需要预录数据 DemoDataBundle schema shared/demo/contracts.ts
是否涉及遥测/成本/恢复？ 模块读写系统状态 事件总线格式 + IDB store key shared/telemetry/contracts.ts
是否涉及记忆读写？ 模块访问记忆系统 MemoryReader / MemoryWriter / MemoryIndex shared/memory/contracts.ts
是否涉及 Mission 丰富化？ 模块扩展 MissionRecord MissionEnrichmentFields shared/mission/enrichment.ts
是否涉及跨框架导出？ 模块输出其他框架格式 ExportRequest / ExportResult shared/export/contracts.ts

已有核心模块复用检查表

检查项 条件 必须复用的模块 关键文件
是否需要工作流执行？ 模块触发十阶段管道 WorkflowEngine server/core/workflow-engine.ts
是否需要动态组织？ 模块生成智能体团队 DynamicOrganization server/core/dynamic-organization.ts
是否需要 Mission 状态机？ 模块管理任务生命周期 MissionStore server/tasks/mission-store.ts
是否需要 LLM 调用？ 模块调用大模型 LLMClient server/core/llm-client.ts
是否需要智能体调用？ 模块通过智能体执行 AgentDirectory server/core/registry.ts
是否需要消息传递？ 模块涉及智能体间通信 MessageBus server/core/message-bus.ts
是否需要工作空间访问？ 模块读写智能体文件 AccessGuard server/core/access-guard.ts
是否需要浏览器端运行？ 模块支持 Frontend Mode BrowserRuntime client/src/runtime/browser-runtime.ts
是否需要 Socket 推送？ 模块实时通知前端 Socket.IO server/core/socket.ts

二、Autopilot 批量执行策略

在 autopilot 模式下批量推进实现时，遵循以下规则：

  1. 所有 tasks.md 中标记 * 的可选任务（属性测试、集成测试）跳过不执行
  2. 所有 Checkpoint 任务（如 "Checkpoint - 确保所有测试通过"）跳过不执行，直接标记为完成并继续下一个任务
  3. 仅执行代码实现任务（类型定义、核心逻辑、API 路由、前端组件等）
  4. 测试环节留待用户手动触发时再执行
  5. 每个模块完成后必须运行 npm run check；若仓库存在历史 TypeScript 存量错误，至少保证不新增错误，并在 steering/提交说明中记录差异

Read the full file on GitHub · 148 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. 1mo ago First seen · 148 lines · 1,774 tokens per session scan A 73acb228b4aa

Subscribe to this mod's changes

WhyBuddy implementation-guide.md is an instructions file published in the GitHub repository xiaojilele-glitch/WhyBuddy (380 stars, last pushed 1mo ago), licensed MIT. It adds 1,774 tokens to every session, about $0.0071 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 2026-09-23.

Building agentsContainersDevOps and cloudaiai-agentai-agentsanthropicchatgptclaude
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