E2E
callstack/react-native-pager-view
Agentic end-to-end tests with e2e, the e2e runner. An agent skill from callstack/react-native-pager-view.
Audit, add, migrate, or remove Zhihu++ Android instrument tests under app/src/androidTest.
$ npx skills add zly2006/zhihu-plus-plus --skill zhihu-instrument-test-governance -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install zly2006/zhihu-plus-plus zhihu-instrument-test-governance --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/zly2006/zhihu-plus-plus.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.agents/skills/zhihu-instrument-test-governance .claude/skills/zhihu-instrument-test-governance && 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 "zhihu-instrument-test-governance" agent skill from https://github.com/zly2006/zhihu-plus-plus/tree/master/.agents/skills/zhihu-instrument-test-governance into .claude/skills/zhihu-instrument-test-governance/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "zhihu-instrument-test-governance", 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/zly2006/zhihu-plus-plus/tree/master/.agents/skills/zhihu-instrument-test-governanceType 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 zly2006/zhihu-plus-plus --skill zhihu-instrument-test-governance -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install zly2006/zhihu-plus-plus zhihu-instrument-test-governance --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/zly2006/zhihu-plus-plus.git skills-src && mkdir -p .agents/skills && cp -r skills-src/.agents/skills/zhihu-instrument-test-governance .agents/skills/zhihu-instrument-test-governance && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "zhihu-instrument-test-governance" agent skill from https://github.com/zly2006/zhihu-plus-plus/tree/master/.agents/skills/zhihu-instrument-test-governance into .agents/skills/zhihu-instrument-test-governance/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "zhihu-instrument-test-governance", 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 zly2006/zhihu-plus-plus --skill zhihu-instrument-test-governance -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install zly2006/zhihu-plus-plus zhihu-instrument-test-governance --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/zly2006/zhihu-plus-plus.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/.agents/skills/zhihu-instrument-test-governance .cursor/skills/zhihu-instrument-test-governance && 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 "zhihu-instrument-test-governance" agent skill from https://github.com/zly2006/zhihu-plus-plus/tree/master/.agents/skills/zhihu-instrument-test-governance into .cursor/skills/zhihu-instrument-test-governance/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "zhihu-instrument-test-governance", 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/zly2006/zhihu-plus-plus.git --path .agents/skills/zhihu-instrument-test-governance--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 zly2006/zhihu-plus-plus --skill zhihu-instrument-test-governance -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install zly2006/zhihu-plus-plus zhihu-instrument-test-governance --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/zly2006/zhihu-plus-plus.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/.agents/skills/zhihu-instrument-test-governance .gemini/skills/zhihu-instrument-test-governance && 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 "zhihu-instrument-test-governance" agent skill from https://github.com/zly2006/zhihu-plus-plus/tree/master/.agents/skills/zhihu-instrument-test-governance into .gemini/skills/zhihu-instrument-test-governance/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "zhihu-instrument-test-governance", 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 zly2006/zhihu-plus-plus zhihu-instrument-test-governanceInstalls 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 zly2006/zhihu-plus-plus --skill zhihu-instrument-test-governance -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/zly2006/zhihu-plus-plus.git skills-src && mkdir -p .github/skills && cp -r skills-src/.agents/skills/zhihu-instrument-test-governance .github/skills/zhihu-instrument-test-governance && 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 "zhihu-instrument-test-governance" agent skill from https://github.com/zly2006/zhihu-plus-plus/tree/master/.agents/skills/zhihu-instrument-test-governance into .github/skills/zhihu-instrument-test-governance/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "zhihu-instrument-test-governance", 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 zly2006/zhihu-plus-plus --skill zhihu-instrument-test-governance -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install zly2006/zhihu-plus-plus zhihu-instrument-test-governance --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/zly2006/zhihu-plus-plus.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/.agents/skills/zhihu-instrument-test-governance .opencode/skills/zhihu-instrument-test-governance && 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 "zhihu-instrument-test-governance" agent skill from https://github.com/zly2006/zhihu-plus-plus/tree/master/.agents/skills/zhihu-instrument-test-governance into .opencode/skills/zhihu-instrument-test-governance/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "zhihu-instrument-test-governance", 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.
zhihu-instrument-test-governanceAudit, add, migrate, or remove Zhihu++ Android instrument tests under app/src/androidTest.
Zhihu Instrument Test Governance is an agent skill from zly2006/zhihu-plus-plus. Audit, add, migrate, or remove Zhihu++ Android instrument tests under app/src/androidTest. Use for instrument-test cleanup, flaky device-test reduction, regression-test provenance, deciding whether a UI test belongs on an emulator, or reviewing a PR that changes permanent Android instrument coverage.
Its SKILL.md is about 2.4k tokens, which your agent loads only when the skill is triggered. The skill folder holds 4 other files, including reference files (for example `agents/openai.yaml` and `references/provenance-and-decisions.md`).
It sits in Testing & QA. It works with Android. The repository describes itself as: Zhihu++ | 知乎++: Ad-free, low cost, AI powered zhihu android 3rd-party client. 去广告、占用低、AI大模型的新时代知乎安卓端体验. The licence is AGPL-3.0.
6 steps, taken from the step headings in SKILL.md.
Read from SKILL.md and the folder at commit eb9d9a7. It shows what the files ask for, not the result of running them.
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.
Shell commands in SKILL.md call:
gradlegitFrom the folder's file list and the shell code blocks in SKILL.md.
No URLs in SKILL.md. Its commands use git, which can reach the network depending on how they are called.
From URLs in SKILL.md, links to its own repository left out.
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Zhihu Instrument Test Governance loads about 2.4k tokens when it runs, and up to ~3.3k if it reads all its reference files. Until then it costs about 84 tokens; SKILL.md has 1,332 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.
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.
The full file from zly2006/zhihu-plus-plus at commit eb9d9a7, republished under its AGPL-3.0 licence (© zly2006). 1,332 words, ~2,449 tokens.
.claude/skills/zhihu-instrument-test-governance/SKILL.md (or your agent's skills folder). This skill also uses 2 other files; get the full folder from GitHub.新增回归用例前必须在基线得到可复现失败,再在修复版本用同一用例验证通过。不得为注入时间或伪造后端数据新增一次性生产 helper;线上数据变更必须走真实服务端写入与读回,不能用 seed 冒充。
Treat emulator time as a recurring maintenance cost. Keep it only where a real product contract or historical regression needs Android, Compose, window, lifecycle, accessibility, or device integration to prove the behavior.
@Test must have verified issue and fixing/introducing PR links next to it. Never invent provenance.Read references/provenance-and-decisions.md before changing tests.
Place a KDoc block immediately above the annotations for every permanent test:
/**
* Regression: https://github.com/zly2006/zhihu-plus-plus/issues/123
* Fixed by: https://github.com/zly2006/zhihu-plus-plus/pull/456
*/
@Test
fun restoredBehaviorStaysStable() = UnitFor a feature contract rather than a reported regression, use:
/**
* Contract: https://github.com/zly2006/zhihu-plus-plus/issues/123
* Introduced by: https://github.com/zly2006/zhihu-plus-plus/pull/456
*/
@Test
fun featureContractStaysStable() = UnitBoth URLs are required. A commit hash, branch name, issue number without a URL, current cleanup PR, or a guessed related report is not historical provenance.
An introducing PR without an issue is not enough. A smoke test has no exemption. If no verified pair exists, record the test as UNVERIFIED in the audit. Do not add a fake block merely to make a checker pass, and do not create a retrospective issue solely to legalize an existing test.
GRADLE_USER_HOME.gradle --stop or ./gradlew --stop.Inventory every @Test under app/src/androidTest. For each test record:
REGRESSION, CONTRACT, SMOKE, or UNVERIFIED;Use git history as the starting point, then read the linked issue and PR. Search by the test name, nearby production symbols, commit SHA, and user-visible behavior. A filename containing an issue number is a clue, not proof.
Use this order for every test:
SMOKE is an audit classification, not an exemption. A smoke test can remain permanent only when a verified issue and PR document why that device-level signal matters. A pure reducer, mapping, or list transform cannot be retained by renaming it a smoke test.
For retained tests:
Do not create helper layers that merely rename a single Compose assertion or navigation call.
If a proven regression remains flaky after a scoped repair attempt, keep its code and provenance. Temporary isolation is allowed only with a new follow-up issue that records the failure mode, owner, restoration condition, and affected CI lane; never silently disable it or delete it to make checks green.
After edits:
git diff --check.Do not describe an in-progress check as green or a compiled test as behaviorally executed.
Removing or migrating the test that emitted the visible ANR/error does not by itself fix a stalled shard. Inspect the shard's last START/PASS, active workflow step, and runner/process teardown state to distinguish a test-body hang from Activity focus cleanup or runner-shell deadlock, then require the replacement run to reach a terminal result.
When a regression contract does not depend on Android framework or device behavior, migrate it to the cheapest common/JVM layer and remove the redundant instrument test. Preserve historical device regressions unless equivalent coverage is demonstrated; never delete them merely to make the shard terminate.
The Chinese PR body must include:
Read the PR back after creation and verify title/body language, head/base, diff scope, and mergeability.
Stop deletion and gather more evidence when:
When blocked, keep the test and document the unresolved provenance. Conservative retention is cheaper than silently reintroducing a known bug.
© zly2006, AGPL-3.0. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
SKILL.md and 2 other files (references) in .agents/skills/zhihu-instrument-test-governance of zly2006/zhihu-plus-plus.
Open the folder on GitHubat commit eb9d9a7
Zhihu Instrument Test Governance 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 |
|---|---|---|---|---|---|---|
| Zhihu Instrument Test Governance this skillzly2006/zhihu-plus-plus | 4.2k | — | ~2.4k | Automated safety check: Pass | AGPL-3.0 | |
| E2Ecallstack/react-native-pager-view | 3.4k | 3 repos | ~2.1k | Automated safety check: Pass | MIT | |
| Diagnoseywwynm/EverythingDone | 144 | 17 repos | ~1.8k | Automated safety check: Pass | GPL-3.0 | |
| SoloPi AI Controlalipay/SoloPi | 6.3k | — | ~3.6k | Automated safety check: Pass | Apache-2.0 | |
| Testing SkillTypeCellOS/BlockNote | 10k | — | ~2.6k | Automated safety check: Pass | Custom licence | |
| Mesh Labpermissionlesstech/bitchat-android | 7.8k | — | ~2.9k | Automated safety check: Pass | GPL-3.0 |
callstack/react-native-pager-view
Agentic end-to-end tests with e2e, the e2e runner. An agent skill from callstack/react-native-pager-view.
ywwynm/EverythingDone
Disciplined diagnosis loop for hard bugs and performance regressions.
alipay/SoloPi
Drives Android devices through SoloPi's typed command line to record, replay and verify app behavior, with device pools and signed on-device decision models.
TypeCellOS/BlockNote
Instructions for writing, running, and updating unit/end-to-end tests.
permissionlesstech/bitchat-android
Run, diagnose, and extend bitchat Android Mesh Lab physical-device tests.
handsontable/handsontable
Opens a live BrowserStack session on a real Android, iOS or desktop browser for a local or public URL, tunneling localhost through Cloudflare when needed.
zly2006/zhihu-plus-plus
A skill your agent uses for Zhihu++ maintenance work that scans Kotlin main sources for low-call functions, structurally similar function bodies, dead code, pure forwarding wrappers, pointless…
zly2006/zhihu-plus-plus
Manage screenshots and other visual assets for GitHub pull requests.
zly2006/zhihu-plus-plus
Build, install, and launch the Zhihu++ Android app on a connected device using ADB.
zly2006/zhihu-plus-plus
以 subagent 启动的 UI 挑剔用户评审。Use when the user, AGENTS, or the current task requires “挑剔的用户”.
zly2006/zhihu-plus-plus
Release the LaTeX fork used by Zhihu++. An agent skill from zly2006/zhihu-plus-plus.
zly2006/zhihu-plus-plus
Coordinate Zhihu++ issue implementation and pull requests when the user explicitly asks for subagents or when multiple independent issues or scopes have real parallel value.
Works with
Categories
Audit, add, migrate, or remove Zhihu++ Android instrument tests under app/src/androidTest. Zhihu Instrument Test Governance is an agent skill from zly2006/zhihu-plus-plus. Audit, add, migrate, or remove Zhihu++ Android instrument tests under app/src/androidTest.
Zhihu Instrument Test Governance fits situations like: instrument-test cleanup; flaky device-test reduction; regression-test provenance; deciding whether a UI test belongs on an emulator.
Run `npx skills add zly2006/zhihu-plus-plus --skill zhihu-instrument-test-governance -a claude-code`. Or copy the skill folder (.agents/skills/zhihu-instrument-test-governance in zly2006/zhihu-plus-plus) into .claude/skills/zhihu-instrument-test-governance in your project. Claude Code loads it when a task matches its description.
Run `npx skills add zly2006/zhihu-plus-plus --skill zhihu-instrument-test-governance -a codex`. Or copy the skill folder (.agents/skills/zhihu-instrument-test-governance in zly2006/zhihu-plus-plus) into .agents/skills/zhihu-instrument-test-governance in your project. Codex loads it when a task matches its description.
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add zly2006/zhihu-plus-plus --skill zhihu-instrument-test-governance -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/zhihu-instrument-test-governance, .gemini/skills/zhihu-instrument-test-governance, .github/skills/zhihu-instrument-test-governance and .opencode/skills/zhihu-instrument-test-governance in your project.
Going by SKILL.md and its folder, Zhihu Instrument Test Governance needs the command-line tools its instructions call (gradle and git).
SKILL.md contains no URLs. Its commands use git, which can reach the network depending on how they are called. This is read from the text; nothing was executed.
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.
Zhihu Instrument Test Governance is published under the AGPL-3.0 licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 2.4k tokens (SKILL.md is roughly 9.8k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 806 tokens, read only when the agent opens those files.
Skills that share tags, products or a category with Zhihu Instrument Test Governance: E2E (callstack/react-native-pager-view, 3.4k stars), Diagnose (ywwynm/EverythingDone, 144 stars), SoloPi AI Control (alipay/SoloPi, 6.3k stars) and Testing Skill (TypeCellOS/BlockNote, 10k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
zly2006 (a GitHub user) maintains it in zly2006/zhihu-plus-plus, which has 4,229 GitHub stars. The repository holds 11 skills in this directory. The repository was last updated on October 10, 2026.
Source: zly2006/zhihu-plus-plus on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.