WhyBuddy: Instructions file for Kiro

.kiro/steering/web-aigc-spec-execution-matrix.md

WhyBuddy web-aigc-spec-execution-matrix.md is an instructions file for Kiro from xiaojilele-glitch/WhyBuddy. It costs 5,330 tokens per session, scanned A, a copy of WhyBuddy current-state.md, MIT.

A work matrix for organizing 58 Web-AIGC specifications: six platform specifications and 52 node specifications. It shows which work can happen in parallel, which shared foundations must be settled first, and how to sequence later integration.

In plain words
What is it for?
Use it to plan documentation, implementation, integration, and regression work across platform foundations and node capability groups.
Why use it?
Starting every specification at once can cause conflicts in shared runtime and contract files. The matrix helps teams divide work into manageable groups and avoid redoing changes.

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 →

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/web-aigc-spec-execution-matrix.md
Clone the repo
git clone --depth 1 https://github.com/xiaojilele-glitch/WhyBuddy

Made for: Kiro.

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Per session 5,330 This file is loaded in full into every session.
When invoked 5,330 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 81% copy Near-identical to another mod 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 $0.05330 $0.05330
Opus 5.5 $0.02132 $0.02132
Sonnet 5.5 $0.01066 $0.01066
Haiku 4.5 $0.00533 $0.00533

Measured 1mo ago against content hash 8d6d0536a218, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

WhyBuddy web-aigc-spec-execution-matrix.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.

Origin

This is a copy

81% identical to WhyBuddy current-state.md — 985 lines differ, which has more behind it and is treated as the original. This page carries a canonical link to it rather than competing with it.

.kiro/steering/web-aigc-spec-execution-matrix.md · 650 lines

How it starts

The opening of the file, as written. The whole thing — 650 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Web-AIGC 迁移 Spec 执行矩阵

文档目标

本文用于说明当前保留下来的 58 个 web-aigc 迁移 spec,哪些可以并行执行,哪些必须先收口,哪些适合先做文档、后做实现,以及在代码阶段应如何组织并发,避免多人或多线程同时改同一层抽象导致反复返工。

适用范围

本文覆盖以下文档集合:

  • 6 个平台级 spec:web-aigc-platform-*
  • 52 个节点级 spec:web-aigc-node-*

总计 58 个 spec 目录,每个目录均包含:

  • requirements.md
  • design.md
  • tasks.md

核心结论

这 58 个 spec:

  • 可以并行推进
  • 但不能无依赖地 58 个一起平铺执行
  • 最合理的方式是“平台先收口一轮,节点按能力簇并行”

如果是文档推进:

  • 并行度可以做到 70% - 80%

如果是代码推进:

  • 推荐并发度控制在 8 - 12 条工作流
  • 不建议按 58 个 spec 一起开工

2026-04-23 主线接线校准

需要明确:

  • 58 / 58 份 web-aigc specs 与 238 / 238 个顶层任务已全部完成,这是已经封板的事实。
  • 本文保留的 L0-L5 分层、能力簇和波次,主要用于说明“后续主线增强如何分批并行收口”,不再表示 spec 完成度。
  • 2026-04-23 主线已确认新增接线:server/index.ts 已挂载 robot-reply、open-page、mcp、open-dashboard、web-search、web-qa、get-location-info、get-device-info、vector-update、vector-delete 等入口;server/routes/workflows.ts 已挂载 open-report 子路由,并承载 /api/workflows/:id/runtime/run、/api/workflows/:id/runtime/retry、/api/workflows/:id/runtime/escalate 的 workflow runtime governance 控制链路;RAG vectorStore 已通过 ragDeps 暴露给 /api/rag、向量治理与风险动作路由。
  • 因此,文中“优先实现”“延后”“空白项”等表述,都应理解为主线补线优先级,不等同于“未启动”或“spec 未完成”。

执行原则

原则 1:先平台,后节点

6 个平台级 spec 是 52 个节点 spec 的上位约束,必须先形成第一轮统一结论,否则节点级实现会反复返工。

原则 2:按能力簇并行,不按单节点乱并行

节点级 spec 看似有 52 个,但真正落地时应该按能力簇推进,而不是 52 个节点平铺推进。

原则 3:文档并行度高于代码并行度

文档阶段只要术语、状态、接口归一,很多组可以同时写;代码阶段则受共享文件、共享接口、共享状态机影响更大。

原则 4:共享写入范围必须隔离

同一批并行工作如果都要改:

  • shared 契约
  • server/core/workflow-engine.ts
  • server/routes/workflows.ts
  • server/routes/tasks.ts

那么冲突概率会急剧上升,必须分批。

分层执行模型

建议把 58 个 spec 的推进拆成 5 层。

L0:术语与契约收口层

这是所有并行工作的前置层,不是大量写代码,而是先把语言统一。

包含:

  • 图定义、图版本、图实例、节点执行记录、边跳转记录等术语
  • 状态映射
  • 输入输出契约命名
  • replay / audit / session / mission 的挂接关系

主要依赖:

  • web-aigc-platform-domain-model

并发建议:

  • 低并发
  • 1 - 2 条工作流即可

L1:平台骨架层

这是第一批可以并行但不能失控并行的层。

包含:

  • web-aigc-platform-domain-model
  • web-aigc-platform-runtime-engine
  • web-aigc-platform-mission-projection
  • web-aigc-platform-session-instance
  • web-aigc-platform-observability-audit
  • web-aigc-platform-security-governance

Read the full file on GitHub · 650 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 · 650 lines · 5,330 tokens per session scan A 8d6d0536a218

Subscribe to this mod's changes

WhyBuddy web-aigc-spec-execution-matrix.md is an instructions file published in the GitHub repository xiaojilele-glitch/WhyBuddy (380 stars, last pushed 1mo ago), licensed MIT. It adds 5,330 tokens to every session, about $0.0213 per session on Opus 5.5. A static security scan graded it A with 0 findings. It is 81% identical to WhyBuddy current-state.md, differing in 985 lines, and is treated as a copy.

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