Borrowing it
Nothing to install: this file belongs to cp-yu/cc-switch-web. 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/cp-yu/cc-switch-web/main/.pi/skills/xirang-explore/SKILL.mdgit clone --depth 1 https://github.com/cp-yu/cc-switch-webWrote 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/cp-yu/cc-switch-web/xirang-explore)<a href="https://agentmods.dev/skills/cp-yu/cc-switch-web/xirang-explore"><img src="https://agentmods.dev/badge/skills/cp-yu/cc-switch-web/xirang-explore/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/cp-yu/cc-switch-web/xirang-explore"><img src="https://agentmods.dev/badge/skills/cp-yu/cc-switch-web/xirang-explore.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 | $0.00040 | $0.02231 |
| Opus 5.5 | $0.00016 | $0.00892 |
| Sonnet 5.5 | $0.00008 | $0.00446 |
| Haiku 4.5 | $0.00004 | $0.00223 |
Grade A, and why
xirang-explore 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 — 121 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Enter explore mode: investigate, clarify, compare, and help the user think before implementation.
Xirang Philosophy
- Xirang is a structured representation of human intent that an Agent can compile.
- One Xirang Semantic Model is persisted as a single whole in the four partitions
metamodel/,elements/,relationships/, andviews/; a Semantic Delta uses the same four partitions and addsoperation. - A change reconciles a Semantic Delta toward the target steady state.
proposal.md,design.md, andtasks.mdare compilation scaffolding, not competing sources of truth. - The Xirang Semantic Model is complete only when an Agent need not guess decisions that affect element hierarchy, contracts, or relationships.
- The Agent acts like a compiler and faithfully translates authorized human intent. Existing code is current implementation evidence and MUST NOT silently override the Xirang Semantic Model.
Workflow Stage
| Aspect | Value |
|---|---|
| Stage | EXPLORE - Read-only brainstorming |
| Allowed | Read files, query CLI, ask questions, present options, Design Summary (conversation only) |
| Forbidden | Create, edit, delete any file or artifact |
Required References
- MUST read the project-root file
.xirang/references/xirang-explore-supperpowers-style.mdbefore exploring. DO NOT proceed without reading it first. It is the authoritative Superpowers brainstorming behavior guide for hard gate, context exploration, visual companion judgment, one-question discipline, options comparison, section approval, Design Summary review, and propose handoff. - Do not reconstruct or duplicate Superpowers behavior from this prompt. This prompt defines boundaries, context loading, semantic impact navigation, and proposal routing only.
Hard Rules
- User confirmations ("ok", "option 2") approve design direction only, not file modification.
- Ask one clarification question at a time; do not auto-capture decisions into artifacts.
- When ready, produce a conversation-only
Design Summaryand instruct the user to call/skill:xirang-propose <change-name>.
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 · 121 lines · 40 tokens per session scan A 34f4584541ab
xirang-explore is a skill published in the GitHub repository cp-yu/cc-switch-web (47 stars, last pushed 1mo ago), licensed MIT. It adds 40 tokens to every session and 2,231 once invoked, about $0.0002 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 2026-09-12.
Other skills, from other repositories
local-ai-agents
Build local-first AI agents that run entirely on a developer workstation with Microsoft Foundry Local and Qwen function-calling models. Covers Small Language Models (SLMs), the OpenAI-compatible local endpoint, sandboxed local tools, local RAG with Chroma, local MCP servers, hybrid cloud/local routing, and the…
systematic-debugging
Use when encountering any bug, test failure, or unexpected behavior, before proposing fixes.
next-cache-components-adoption
Turn on Cache Components in a Next.js app and resolve the blocking routes it surfaces. Use when the user wants to enable, adopt, or migrate to Cache Components, flip the cacheComponents flag, work through a flood of blocking-prerender / instant validation errors, run the cache-components-instant-false codemod, or…
chat-pet-sprite-creation
Use when creating or changing VS Code chat pet sprite art, sprite sheets, state animations, eye treatments, Stable/Insiders variants, or pet transitions under src/vs/workbench/contrib/chat/browser/widget/media/chatPet.
cpu-profile-analysis
Analyze V8/Chrome CPU profiles (.cpuprofile) and DevTools trace files (Trace-.json). Use when: profiling performance, investigating slow functions, comparing code paths, finding bottlenecks, analyzing timeToRequest, understanding call trees from sampling profiler data, analyzing layout/paint/rendering, investigating…
insight-error-page
Write or audit an insight-kind error page for the Next.js dev overlay. Use when creating a new errors/ .mdx page, auditing an existing one, or checking that a page matches the framework fix cards. Covers page structure, title alignment, FixCard cards with Copy prompt button, code snippets, terminology verification…