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.
curl -O https://raw.githubusercontent.com/xiaojilele-glitch/WhyBuddy/main/.kiro/steering/web-aigc-next-phase-mainline-plan-2026-04-22.mdgit clone --depth 1 https://github.com/xiaojilele-glitch/WhyBuddyWrote 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/instructions/xiaojilele-glitch/whybuddy/web-aigc-next-phase-mainline-plan-2026-04-22)<a href="https://agentmods.dev/instructions/xiaojilele-glitch/whybuddy/web-aigc-next-phase-mainline-plan-2026-04-22"><img src="https://agentmods.dev/badge/instructions/xiaojilele-glitch/whybuddy/web-aigc-next-phase-mainline-plan-2026-04-22/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/instructions/xiaojilele-glitch/whybuddy/web-aigc-next-phase-mainline-plan-2026-04-22"><img src="https://agentmods.dev/badge/instructions/xiaojilele-glitch/whybuddy/web-aigc-next-phase-mainline-plan-2026-04-22.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 | $0.01001 | $0.01001 |
| Opus 5.5 | $0.00400 | $0.00400 |
| Sonnet 5.5 | $0.00200 | $0.00200 |
| Haiku 4.5 | $0.00100 | $0.00100 |
Grade A, and why
WhyBuddy web-aigc-next-phase-mainline-plan-2026-04-22.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.
How it starts
The opening of the file, as written. The whole thing — 111 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Web-AIGC 下一阶段主线计划
更新时间:2026-04-23
主线状态声明
当前主线已经完成入口级接线,下一阶段直接进入主线收敛。
以下内容统一作为已完成基线,不再列为下一阶段待办:
58 / 58份web-aigcspecs 已全部完成238 / 238个顶层任务已全部勾选完成workflow runtime governance routes已进入主仓路由层open-reportroute 已进入主仓服务端入口- main server 的 Web-AIGC route mounting 已完成
- RAG
vectorStoreexposure 已完成 - chat 运行时
documentSearchinjection 已完成 - MCP checker、tool adapter 与 mainline runtime registration 已完成
- vector update / delete 的 risk action wiring 已完成
这意味着下一阶段不再解决“入口有没有接上”,而是解决“主线内部口径有没有收拢”。
下一阶段优先级
P0:类型边界与结果类型收敛
- 清理
server / shared / runtime / route contract之间的类型债 - 统一 runtime adapter result 的状态、输出、错误和治理字段
- 优先消除
any、宽松 union 和重复结果结构
本阶段完成信号:
- 主线关键入口的类型边界稳定
- route、runtime、监控、面板看到的是同一套结果类型
P1:observability / lineage 深化
- 打通 execution record、audit trail、runtime trace 与
open-report - 让节点执行、工具调用、向量更新 / 删除拥有统一谱系字段
- 把报告、治理判断与执行轨迹串成一条可追溯链
本阶段完成信号:
- 任一条主线执行都能回溯到 route、adapter、checker、report
- 向量写路径不再脱离主线观测面
P2:HITL / Office 面板闭环
- 统一 HITL 决策、恢复执行、状态刷新与 Office 面板的数据来源
- 对齐
DecisionPanel / DecisionHistory / tasks-store / mission-client - 让 Office、监控面板、任务面板共用一套
session / projection / report语义
本阶段完成信号:
- 人工确认、回写、恢复执行形成完整闭环
- Office 面板不再依赖临时兼容字段
P3:tools-and-agents 治理字段统一
- 对账
a2a / auto-agent / internal_api / guest-agents / skills / mcp - 统一
actor、source、approval、policy、timeout、audit、lineage字段 - 让 checker、tool adapter、route 与 runtime 使用同一套治理命名
本阶段完成信号:
- 工具与代理链路可以跨入口并排对账
- 不再因为入口不同而产生不同治理字段
推荐批次
建议按下面顺序推进:
- 先做类型债清理。
- 再统一 runtime adapter result。
- 随后补深
observability / lineage。 - 然后完成 HITL / Office 面板闭环。
- 最后统一
tools-and-agents治理字段。
执行约束
- 以
main为唯一集成主线 - 不再把 spec 增量写入计划目标
- 不再把新一轮 route mounting 当作下一阶段核心成果
- 每一批必须留下可复核产物:实现、定向验证、中文 steering 更新
非目标
下一阶段明确不包含下面内容:
- 再新增多少份 spec
- 再新增多少份 checklist
- 再开多少 worktree 来承载入口接线
验收口径
下一阶段是否推进成功,统一按以下标准判断:
- 类型债是否明显下降
- runtime adapter result 是否完成统一
observability / lineage是否能覆盖节点、工具与向量写路径- HITL / Office 是否形成真实闭环
tools-and-agents是否完成治理字段统一
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.
- 1mo ago First seen · 111 lines · 1,001 tokens per session scan A dc402c7704df
WhyBuddy web-aigc-next-phase-mainline-plan-2026-04-22.md is an instructions file published in the GitHub repository xiaojilele-glitch/WhyBuddy (380 stars, last pushed 1mo ago), licensed MIT. It adds 1,001 tokens to every session, about $0.0040 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.
WhyBuddy web-aigc-next-phase-mainline-plan-2026-04-22.md compared with instructions from other repositories
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| deepseek-harness AGENTS.mddeepseek-ai/deepseek-harness | Instructions file | 274k | 2d ago | MIT | A | 4,313 | Codex, OpenCode |