Web Application Testing
anthropics/skills
Tests local web applications with Python Playwright scripts, checking frontend behavior, capturing screenshots and reading browser console logs.
面向 SurveyController 的问卷平台链路分析与适配技能。用于梳理问卷星、腾讯问卷、Credamo 见数等平台的入口页、初始化接口、题目结构、提交接口、校验字段、签名字段和页面解析流程，结合用户提供的页面、日志、HAR、请求响应、配置文件做合规调试与适配。只用于事实提取、参数归类、接口整理和适配器隔离，不用于绕过验证码、风控、付费限制或平台安全机制。
Install Survey Platform Reverse Analysis
$ npx skills add SurveyController/SurveyController --skill survey-platform-reverse-analysis -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install SurveyController/SurveyController survey-platform-reverse-analysis --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/SurveyController/SurveyController.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.codex/skills/survey-platform-reverse-analysis .claude/skills/survey-platform-reverse-analysis && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "survey-platform-reverse-analysis" agent skill from https://github.com/SurveyController/SurveyController/tree/main/.codex/skills/survey-platform-reverse-analysis into .claude/skills/survey-platform-reverse-analysis/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "survey-platform-reverse-analysis", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/SurveyController/SurveyController/tree/main/.codex/skills/survey-platform-reverse-analysisType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add SurveyController/SurveyController --skill survey-platform-reverse-analysis -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install SurveyController/SurveyController survey-platform-reverse-analysis --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/SurveyController/SurveyController.git skills-src && mkdir -p .agents/skills && cp -r skills-src/.codex/skills/survey-platform-reverse-analysis .agents/skills/survey-platform-reverse-analysis && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "survey-platform-reverse-analysis" agent skill from https://github.com/SurveyController/SurveyController/tree/main/.codex/skills/survey-platform-reverse-analysis into .agents/skills/survey-platform-reverse-analysis/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "survey-platform-reverse-analysis", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add SurveyController/SurveyController --skill survey-platform-reverse-analysis -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install SurveyController/SurveyController survey-platform-reverse-analysis --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/SurveyController/SurveyController.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/.codex/skills/survey-platform-reverse-analysis .cursor/skills/survey-platform-reverse-analysis && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "survey-platform-reverse-analysis" agent skill from https://github.com/SurveyController/SurveyController/tree/main/.codex/skills/survey-platform-reverse-analysis into .cursor/skills/survey-platform-reverse-analysis/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "survey-platform-reverse-analysis", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/SurveyController/SurveyController.git --path .codex/skills/survey-platform-reverse-analysis--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add SurveyController/SurveyController --skill survey-platform-reverse-analysis -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install SurveyController/SurveyController survey-platform-reverse-analysis --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/SurveyController/SurveyController.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/.codex/skills/survey-platform-reverse-analysis .gemini/skills/survey-platform-reverse-analysis && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "survey-platform-reverse-analysis" agent skill from https://github.com/SurveyController/SurveyController/tree/main/.codex/skills/survey-platform-reverse-analysis into .gemini/skills/survey-platform-reverse-analysis/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "survey-platform-reverse-analysis", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install SurveyController/SurveyController survey-platform-reverse-analysisInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add SurveyController/SurveyController --skill survey-platform-reverse-analysis -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/SurveyController/SurveyController.git skills-src && mkdir -p .github/skills && cp -r skills-src/.codex/skills/survey-platform-reverse-analysis .github/skills/survey-platform-reverse-analysis && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "survey-platform-reverse-analysis" agent skill from https://github.com/SurveyController/SurveyController/tree/main/.codex/skills/survey-platform-reverse-analysis into .github/skills/survey-platform-reverse-analysis/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "survey-platform-reverse-analysis", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add SurveyController/SurveyController --skill survey-platform-reverse-analysis -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install SurveyController/SurveyController survey-platform-reverse-analysis --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/SurveyController/SurveyController.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/.codex/skills/survey-platform-reverse-analysis .opencode/skills/survey-platform-reverse-analysis && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "survey-platform-reverse-analysis" agent skill from https://github.com/SurveyController/SurveyController/tree/main/.codex/skills/survey-platform-reverse-analysis into .opencode/skills/survey-platform-reverse-analysis/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "survey-platform-reverse-analysis", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
Facts
- Skill name
survey-platform-reverse-analysis- GitHub stars
- 142
- Token cost
- ~572 tokens
- SKILL.md length
- 101 words
- Files
- 1
- Skills in repo
- 9
- Repo updated
- First seen
- Licence
- GPL-3.0
At a glance
面向 SurveyController 的问卷平台链路分析与适配技能。用于梳理问卷星、腾讯问卷、Credamo 见数等平台的入口页、初始化接口、题目结构、提交接口、校验字段、签名字段和页面解析流程，结合用户提供的页面、日志、HAR、请求响应、配置文件做合规调试与适配。只用于事实提取、参数归类、接口整理和适配器隔离，不用于绕过验证码、风控、付费限制或平台安全机制。
- Works in 8 steps: 先收事实。 → 按平台流程拆 → 对每个参数分类 → …
- Testing & QA work in your project
- SKILL.md covers name, description, when_to_use and instructions, plus 3 more sections
- Calls uv and rg
What it does
Survey Platform Reverse Analysis is an agent skill from SurveyController/SurveyController. 面向 SurveyController 的问卷平台链路分析与适配技能。用于梳理问卷星、腾讯问卷、Credamo 见数等平台的入口页、初始化接口、题目结构、提交接口、校验字段、签名字段和页面解析流程，结合用户提供的页面、日志、HAR、请求响应、配置文件做合规调试与适配。只用于事实提取、参数归类、接口整理和适配器隔离，不用于绕过验证码、风控、付费限制或平台安全机制。
Its SKILL.md is about 570 tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
It sits in Testing & QA. The repository describes itself as: 适用于问卷星、腾讯问卷、Credamo见数平台的纯HTTP高并发提交程序. The licence is GPL-3.0.
When your agent uses it
- Testing & QA work in your project
Example prompts
- “/survey-platform-reverse-analysis”
Requirements
- Python 3
Workflow steps
8 steps, taken from the first numbered list in SKILL.md.
- 先收事实。
- 按平台流程拆
- 对每个参数分类
- 写结论时分三类
- 落代码时把平台逻辑关进对应目录
- 先读已有实现，别瞎猜
- 如果接口字段变化，先做最小适配。
- 日志脱敏。
What it can do on your machine
Read from SKILL.md and the folder at commit 1a22ba3. It shows what the files ask for, not the result of running them.
Tool permissions
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
Runs code
Shell commands in SKILL.md call:
uvrg
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md. Its commands use uv, which can reach the network depending on how they are called.
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Context cost
Survey Platform Reverse Analysis loads about 572 tokens when it runs. Until then it costs about 54 tokens; SKILL.md has 101 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
Safety
Auto-check passed
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.
SKILL.md
The full file from SurveyController/SurveyController at commit 1a22ba3, republished under its GPL-3.0 licence (© SurveyController). 101 words, ~572 tokens.
Download SKILL.mdSave it as
.claude/skills/survey-platform-reverse-analysis/SKILL.md (or your agent's skills folder).- name
- survey-platform-reverse-analysis
- description
- 面向 SurveyController 的问卷平台链路分析与适配技能。用于梳理问卷星、腾讯问卷、Credamo 见数等平台的入口页、初始化接口、题目结构、提交接口、校验字段、签名字段和页面解析流程，结合用户提供的页面、日志、HAR、请求响应、配置文件做合规调试与适配。只用于事实提取、参数归类、接口整理和适配器隔离，不用于绕过验证码、风控、付费限制或平台安全机制。
survey-platform-reverse-analysis
name
survey-platform-reverse-analysis
description
这个 skill 处理问卷平台链路分析。 重点是请求流程、参数来源、签名字段、页面解析和适配器整理。 只做合规调试和平台适配。
when_to_use
出现这些情况时用：
- 用户给了问卷页面、抓包、HAR、请求响应、日志、配置文件，要分析平台提交流程。
- 要确认哪些参数是固定值、动态值、环境值、用户输入值。
- 要把某个平台的解析、提交、校验逻辑落到
wjx/provider/、tencent/provider/或credamo/provider/。 - 要排查某平台最近接口变动，导致解析失败或提交失败。
这些情况别碰：
- 绕过验证码、风控、频控、付费墙。
- 要求把真实 cookie、token、账号密码写进代码、日志或测试。
instructions
- 先收事实。
优先看用户提供的：
- 页面源码
- 请求响应
- HAR
- 运行日志
- 配置文件样本
- 按平台流程拆：
- 入口页
- 初始化接口
- 题目结构来源
- 提交接口
- 校验接口
- 对每个参数分类：
- 固定值
- 动态值
- 环境值
- 用户输入值
- 写结论时分三类：
- 已确认
- 推测
- 待验证
- 落代码时把平台逻辑关进对应目录：
wjx/provider/tencent/provider/credamo/provider/通用层只留software/providers/的公共接口和注册逻辑。
- 先读已有实现，别瞎猜：
software/providers/registry.pywjx/provider/parser.pywjx/provider/http_runtime.pytencent/provider/parser.pytencent/provider/http_runtime.pycredamo/provider/parser.pycredamo/provider/http_runtime.py
- 如果接口字段变化，先做最小适配。 不要顺手重写整个 parser。
- 日志脱敏。 cookie、token、手机号、账号、代理密钥都别落盘。
project_conventions
- 项目支持的平台是真实存在的
wjx/、tencent/、credamo/。 - README 已写明三条主要 HTTP 链路，可拿来对照，但以真实代码和抓包为准。
- 平台适配器隔离很重要。别把
jqsign、answer_session_id、signature这类平台字段塞进software/network/http/。 - live 测试在
CI/live_tests/。普通单测不要碰真实问卷和真实账号。 - 不确定的接口行为，标成“待验证”，不要装懂。
common_commands
uv run pytest CI/unit_tests/questions
uv run pytest CI/unit_tests/engine/test_provider_common.py
uv run pytest CI/unit_tests/engine/test_reverse_fill_parser.py
uv run python CI/python_ci.py
rg "parse_|http_runtime|submit|signature|sign|token|cookie|header" wjx tencent credamo software/providers
rg "WJX|QQ|CREDAMO|provider" software/providers software/corevalidation_checklist
- 是否先基于页面、日志、HAR、请求响应提取事实。
- 平台流程是否拆清楚了：入口、初始化、题目、提交、校验。
- 参数是否区分了固定值、动态值、环境值、用户输入值。
- 结论是否明确标注“已确认 / 推测 / 待验证”。
- 平台逻辑是否仍隔离在各自 provider 目录。
- 日志和代码里是否没有写入敏感信息。
- 是否避免了绕过验证码、风控、付费限制这类脏活。
© SurveyController, GPL-3.0. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Files
Just SKILL.md in .codex/skills/survey-platform-reverse-analysis of SurveyController/SurveyController.
Open the folder on GitHubat commit 1a22ba3
Compare with similar skills
Survey Platform Reverse Analysis next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Survey Platform Reverse Analysis this skillSurveyController/SurveyController | 142 | — | ~572 | Automated safety check: Pass | GPL-3.0 | |
| Web Application Testinganthropics/skills | 180k | 51 repos | ~966 | Automated safety check: Pass | Apache-2.0 | |
| Diagnosing Bugsfossasia/eventyay-interpretation | 1.6k | 32 repos | ~2.1k | Automated safety check: Pass | Apache-2.0 | |
| TDDpietheinstrengholt/rssmonster | 564 | 30 repos | ~906 | Automated safety check: Pass | MIT | |
| TDD WorkflowhellangleZ/burn-in-cceverywhere-ralph | 112 | 11 repos | ~2.4k | Automated safety check: Pass | None | |
| TDDsanity-io/sanity | 6.4k | 20 repos | ~1k | Automated safety check: Pass | MIT |
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Related
Categories
Questions about Survey Platform Reverse Analysis
What does Survey Platform Reverse Analysis do?
面向 SurveyController 的问卷平台链路分析与适配技能。用于梳理问卷星、腾讯问卷、Credamo 见数等平台的入口页、初始化接口、题目结构、提交接口、校验字段、签名字段和页面解析流程，结合用户提供的页面、日志、HAR、请求响应、配置文件做合规调试与适配。只用于事实提取、参数归类、接口整理和适配器隔离，不用于绕过验证码、风控、付费限制或平台安全机制。. Survey Platform Reverse Analysis is an agent skill from SurveyController/SurveyController.
When should I use Survey Platform Reverse Analysis?
Survey Platform Reverse Analysis fits situations like: testing & QA work in your project.
How do I install Survey Platform Reverse Analysis in Claude Code?
Run `npx skills add SurveyController/SurveyController --skill survey-platform-reverse-analysis -a claude-code`. Or copy the skill folder (.codex/skills/survey-platform-reverse-analysis in SurveyController/SurveyController) into .claude/skills/survey-platform-reverse-analysis in your project. Claude Code loads it when a task matches its description.
How do I install Survey Platform Reverse Analysis in Codex?
Run `npx skills add SurveyController/SurveyController --skill survey-platform-reverse-analysis -a codex`. Or copy the skill folder (.codex/skills/survey-platform-reverse-analysis in SurveyController/SurveyController) into .agents/skills/survey-platform-reverse-analysis in your project. Codex loads it when a task matches its description.
Can I use Survey Platform Reverse Analysis in Cursor, Gemini CLI or GitHub Copilot?
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add SurveyController/SurveyController --skill survey-platform-reverse-analysis -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/survey-platform-reverse-analysis, .gemini/skills/survey-platform-reverse-analysis, .github/skills/survey-platform-reverse-analysis and .opencode/skills/survey-platform-reverse-analysis in your project.
What does Survey Platform Reverse Analysis need to run?
Going by SKILL.md and its folder, Survey Platform Reverse Analysis needs the command-line tools its instructions call (uv and rg). Our summary lists: Python 3.
Does Survey Platform Reverse Analysis access the network?
SKILL.md contains no URLs. Its commands use uv, which can reach the network depending on how they are called. This is read from the text; nothing was executed.
Is Survey Platform Reverse Analysis safe to install?
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.
What licence does Survey Platform Reverse Analysis use?
Survey Platform Reverse Analysis is published under the GPL-3.0 licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does Survey Platform Reverse Analysis use?
About 572 tokens (SKILL.md is roughly 2.3k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
What are the alternatives to Survey Platform Reverse Analysis?
Skills that share tags, products or a category with Survey Platform Reverse Analysis: Web Application Testing (anthropics/skills, 180k stars), Diagnosing Bugs (fossasia/eventyay-interpretation, 1.6k stars), TDD (pietheinstrengholt/rssmonster, 564 stars) and TDD Workflow (hellangleZ/burn-in-cceverywhere-ralph, 112 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Survey Platform Reverse Analysis?
SurveyController (a GitHub organization) maintains it in SurveyController/SurveyController, which has 142 GitHub stars. The repository holds 9 skills in this directory. The repository was last updated on September 18, 2026.
Source: SurveyController/SurveyController on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.