Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx skills add ttxttx1111/sts2-llm --skill debug-through-player-chatgit clone --depth 1 https://github.com/ttxttx1111/sts2-llmWrote 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/skills/ttxttx1111/sts2-llm/debug-through-player-chat)<a href="https://agentmods.dev/skills/ttxttx1111/sts2-llm/debug-through-player-chat"><img src="https://agentmods.dev/badge/skills/ttxttx1111/sts2-llm/debug-through-player-chat/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/skills/ttxttx1111/sts2-llm/debug-through-player-chat"><img src="https://agentmods.dev/badge/skills/ttxttx1111/sts2-llm/debug-through-player-chat.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector pass
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 | $0.00034 | $0.00365 |
| Opus 5.5 | $0.00014 | $0.00146 |
| Sonnet 5.5 | $0.00007 | $0.00073 |
| Haiku 4.5 | $0.00003 | $0.00036 |
Grade A, and why
debug-through-player-chat 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.
What it actually says
通过 player-chat 调试
适用场景：
- 用户怀疑 player 判断不对
- live run 卡住了，但还不知道是 scene 误判、API 异常还是 player 理解错误
- 需要组织者先和 player 对话求证，而不是马上改代码
默认做法
先用：
python -m ai_play_slts2.cli player-chat --player-backend copilot_acp
应该追问什么
优先追问这些问题：
- 你现在看到的 scene 是什么？
- 你认为当前最关键的可选动作是什么？
- 你为什么排除其它动作？
- 你是否缺少额外检查信息，例如 deck / draw pile / discard pile / menu 状态？
- 你卡住是因为判断不清，还是因为执行层没有按预期响应？
目的
这条技能的目的不是“让组织者替 player 决策”，而是：
- 让 player 把当前理解显式说出来
- 快速区分问题来源：
- player 推理问题
- scene / 状态识别问题
- live API / 执行问题
约束
- 不要一上来就默认是 runtime 或代码 bug。
- 不要跳过求证过程，直接给一堆系统层假设。
- 如果问题可以通过对话澄清，就先不要引入新的包装层。
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 · 47 lines · 34 tokens per session scan A 1c66812e13c2
debug-through-player-chat is a skill published in the GitHub repository ttxttx1111/sts2-llm (41 stars, last pushed 3mo ago), licensed MIT. It adds 34 tokens to every session and 365 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 skills, from other repositories
unity-editor-remote
Drive running Unity Editor from shell to verify compiles, playmode, scenes, screenshots. Use when editing C# scripts, scenes, or assets in a Unity project and needing to: (1) check compilation succeeds, (2) read console errors, (3) enter/exit Play mode, (4) capture screenshots or frame recordings, (5) select objects…
minecraft-debug-mcp
Operate and debug the live Minecraft bot through its built-in MCP REPL server. Use when work requires starting the bot with pnpm dev, connecting to the local MCP endpoint, inspecting cognitive state/logs/history, injecting synthetic chat/events, or running targeted REPL code against the running brain during…
diagnosing-bgs-problems
A symptom-first guide for investigating crashes, frame-rate drops, stuttering, freezes, and startup failures in Bethesda Game Studios games with mods.
axiom-audit-spritekit
Use when the user wants to audit SpriteKit game code for common issues — physics bitmask issues, draw call waste, node accumulation, and action leaks.
windbg-kernel-lock-deadlock-triage
Use when kernel threads block on driver synchronization or Verifier reports a lock-order violation; build an owner/waiter graph. Not for treating every watchdog stop as a deadlock or listing every lock type with !locks.
windbg-user-heap-corruption-investigation
Use when an app, service, or user-mode driver host heap fails or Application Verifier detects corruption; inspect history and bounds. Not for kernel pool corruption or ordinary OOM.