WhyBuddy: Instructions file for Kiro

.kiro/steering/web-aigc-parallel-execution-master-plan.md

WhyBuddy web-aigc-parallel-execution-master-plan.md is an instructions file for Kiro from xiaojilele-glitch/WhyBuddy. It costs 5,815 tokens per session, scanned A, a copy of WhyBuddy current-state.md, MIT.

A master plan for developing 58 Web-AIGC specifications across platform foundations and workflow nodes. It organizes work into parallel groups while reserving shared runtime, data, security, and history layers for coordinated changes.

In plain words
What is it for?
Use it to schedule specification writing, coding, review, integration, and regression work across multiple agents, worktrees, or workflows.
Why use it?
Many developers or coding agents changing the same shared files at once can create conflicts and inconsistent designs. The plan provides ownership boundaries and staged integration instead.

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-parallel-execution-master-plan.md
Clone the repo
git clone --depth 1 https://github.com/xiaojilele-glitch/WhyBuddy

Made for: Kiro.

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Per session 5,815 This file is loaded in full into every session.
When invoked 5,815 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 92% 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 $0.05815 $0.05815
Opus 5.5 $0.02326 $0.02326
Sonnet 5.5 $0.01163 $0.01163
Haiku 4.5 $0.00581 $0.00581

Measured 1mo ago against content hash 0ee3757112b8, 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-parallel-execution-master-plan.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

92% identical to WhyBuddy current-state.md — 1,038 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-parallel-execution-master-plan.md · 703 lines

How it starts

The opening of the file, as written. The whole thing — 703 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Web-AIGC 58 Spec 并行执行总计划

文档目标

本文用于把当前保留的 58 个 web-aigc 迁移 spec,组织成一套可以真正并行推进的执行方案。

目标不是把 58 个 spec 同时散开乱做,而是:

  • 尽可能提高并行度
  • 尽量避免共享文件冲突
  • 让多 Agent / 多工作流 / 多 worktree 可以稳定推进
  • 让 sliderule 在迁移过程中持续保持可集成、可回归、可收口

范围

当前范围固定为:

  • 6 个平台级 spec
  • 52 个节点级 spec

总计 58 个 spec 目录,每个目录包含:

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

一页结论

结论先说清楚:

  1. 这 58 个 spec 可以并行做。
  2. 但不能按 58 个单点同时编码。
  3. 正确方式是“平台先收口一轮,节点按能力簇并行,最后集中联调与治理补齐”。
  4. 对于一台 20 核、32G 内存的机器,推荐:
    • 文档 / 设计阶段并发:10 - 12 个 Agent
    • 骨架编码阶段并发:8 - 10 个 Agent
    • 集成联调阶段并发:3 - 4 个 Agent
  5. 夜间自动推进时,最理想的组织方式是:
    • 1 个主控 Agent
    • 3 个平台 Agent
    • 6 个节点能力簇 Agent
    • 1 个集成 / 回归 Agent

换句话说:

  • 不是 58 个 Agent 一起冲
  • 而是 10 - 11 个有边界的 Agent 并行推进

基本判断

真实结构不是 58 个“节点”

当前保留集合其实是:

  • 52 个节点 spec
  • 6 个平台 spec

所以执行时必须区分:

  • 平台骨架
  • 节点能力
  • 高风险动作
  • 最终集成与治理

扩展性来自统一执行骨架,而不是 spec 数量

真正的扩展性来自以下 6 个统一点:

  • 统一领域模型
  • 统一节点输入输出契约
  • 统一图运行时状态机
  • 统一实例 / 会话 / 任务投影
  • 统一 replay / audit / lineage
  • 统一 permissions / security gate

如果这些不先收口,哪怕并行写了很多节点,也只会形成一堆局部实现。

当前代码层高冲突区域

以下文件或模块属于并行期的共享热点,必须严格控制 ownership:

  • shared/workflow-runtime.ts
  • shared/workflow-kernel.ts
  • shared/workflow-input.ts
  • shared/mission/contracts.ts
  • shared/audit/contracts.ts
  • shared/permission/contracts.ts
  • server/core/workflow-engine.ts
  • server/core/mission-orchestrator.ts
  • server/routes/workflows.ts
  • server/routes/tasks.ts
  • server/routes/replay.ts
  • server/routes/audit.ts
  • server/routes/permissions.ts
  • server/routes/lineage.ts
  • server/routes/rag.ts
  • server/routes/knowledge.ts
  • server/routes/voice.ts
  • server/routes/vision.ts
  • server/routes/a2a.ts

执行原则:

  1. 上述文件必须单写者优先,不允许多个 Agent 同时直接改同一热点文件。
  2. 节点适配优先向外围新增模块扩展,尽量减少反复改内核。
  3. 所有共享契约改动先经过平台主干收口,再放给节点 Agent 跟进。

推荐总并发度

按当前机器配置和仓库体量,推荐如下:

阶段 推荐并发 说明
文档归一 10-12 Agent CPU 压力低,可高并发
接口与契约设计 6-8 Agent 开始有共享定义,需主控收口
骨架编码 8-10 Agent 并发高但必须分 ownership
联调集成 3-4 Agent 需要顺序收敛
回归 / 收尾 2-3 Agent 统一补测试和治理

Read the full file on GitHub · 703 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 · 703 lines · 5,815 tokens per session scan A 0ee3757112b8

Subscribe to this mod's changes

WhyBuddy web-aigc-parallel-execution-master-plan.md is an instructions file published in the GitHub repository xiaojilele-glitch/WhyBuddy (380 stars, last pushed 1mo ago), licensed MIT. It adds 5,815 tokens to every session, about $0.0233 per session on Opus 5.5. A static security scan graded it A with 0 findings. It is 92% identical to WhyBuddy current-state.md, differing in 1,038 lines, and is treated as a copy.

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