Alego CI Test Reliability
singula-ai/alego
Design, review, and diagnose Alego tests and fixtures that can fail nondeterministically under CI concurrency, shared host resources, clocks, process-global state, subprocesses, network listeners…
Design, review, and diagnose DeepSeek Harness tests and fixtures that can fail nondeterministically under CI concurrency, shared host resources, clocks, process-global state, subprocesses, network…
$ npx skills add Zhou-Yujing114514/deepseek-harness-linux --skill dsh-ci-test-reliability -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install Zhou-Yujing114514/deepseek-harness-linux dsh-ci-test-reliability --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/Zhou-Yujing114514/deepseek-harness-linux.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.agents/skills/dsh-ci-test-reliability .claude/skills/dsh-ci-test-reliability && 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 "dsh-ci-test-reliability" agent skill from https://github.com/Zhou-Yujing114514/deepseek-harness-linux/tree/master/.agents/skills/dsh-ci-test-reliability into .claude/skills/dsh-ci-test-reliability/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "dsh-ci-test-reliability", 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/Zhou-Yujing114514/deepseek-harness-linux/tree/master/.agents/skills/dsh-ci-test-reliabilityType 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 Zhou-Yujing114514/deepseek-harness-linux --skill dsh-ci-test-reliability -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install Zhou-Yujing114514/deepseek-harness-linux dsh-ci-test-reliability --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Zhou-Yujing114514/deepseek-harness-linux.git skills-src && mkdir -p .agents/skills && cp -r skills-src/.agents/skills/dsh-ci-test-reliability .agents/skills/dsh-ci-test-reliability && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "dsh-ci-test-reliability" agent skill from https://github.com/Zhou-Yujing114514/deepseek-harness-linux/tree/master/.agents/skills/dsh-ci-test-reliability into .agents/skills/dsh-ci-test-reliability/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "dsh-ci-test-reliability", 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 Zhou-Yujing114514/deepseek-harness-linux --skill dsh-ci-test-reliability -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install Zhou-Yujing114514/deepseek-harness-linux dsh-ci-test-reliability --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Zhou-Yujing114514/deepseek-harness-linux.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/.agents/skills/dsh-ci-test-reliability .cursor/skills/dsh-ci-test-reliability && 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 "dsh-ci-test-reliability" agent skill from https://github.com/Zhou-Yujing114514/deepseek-harness-linux/tree/master/.agents/skills/dsh-ci-test-reliability into .cursor/skills/dsh-ci-test-reliability/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "dsh-ci-test-reliability", 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/Zhou-Yujing114514/deepseek-harness-linux.git --path .agents/skills/dsh-ci-test-reliability--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 Zhou-Yujing114514/deepseek-harness-linux --skill dsh-ci-test-reliability -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install Zhou-Yujing114514/deepseek-harness-linux dsh-ci-test-reliability --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Zhou-Yujing114514/deepseek-harness-linux.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/.agents/skills/dsh-ci-test-reliability .gemini/skills/dsh-ci-test-reliability && 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 "dsh-ci-test-reliability" agent skill from https://github.com/Zhou-Yujing114514/deepseek-harness-linux/tree/master/.agents/skills/dsh-ci-test-reliability into .gemini/skills/dsh-ci-test-reliability/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "dsh-ci-test-reliability", 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 Zhou-Yujing114514/deepseek-harness-linux dsh-ci-test-reliabilityInstalls 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 Zhou-Yujing114514/deepseek-harness-linux --skill dsh-ci-test-reliability -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/Zhou-Yujing114514/deepseek-harness-linux.git skills-src && mkdir -p .github/skills && cp -r skills-src/.agents/skills/dsh-ci-test-reliability .github/skills/dsh-ci-test-reliability && 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 "dsh-ci-test-reliability" agent skill from https://github.com/Zhou-Yujing114514/deepseek-harness-linux/tree/master/.agents/skills/dsh-ci-test-reliability into .github/skills/dsh-ci-test-reliability/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "dsh-ci-test-reliability", 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 Zhou-Yujing114514/deepseek-harness-linux --skill dsh-ci-test-reliability -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install Zhou-Yujing114514/deepseek-harness-linux dsh-ci-test-reliability --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Zhou-Yujing114514/deepseek-harness-linux.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/.agents/skills/dsh-ci-test-reliability .opencode/skills/dsh-ci-test-reliability && 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 "dsh-ci-test-reliability" agent skill from https://github.com/Zhou-Yujing114514/deepseek-harness-linux/tree/master/.agents/skills/dsh-ci-test-reliability into .opencode/skills/dsh-ci-test-reliability/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "dsh-ci-test-reliability", 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.
dsh-ci-test-reliabilityDesign, review, and diagnose DeepSeek Harness tests and fixtures that can fail nondeterministically under CI concurrency, shared host resources, clocks, process-global state, subprocesses, network…
Dsh CI Test Reliability is an agent skill from Zhou-Yujing114514/deepseek-harness-linux. Design, review, and diagnose DeepSeek Harness tests and fixtures that can fail nondeterministically under CI concurrency, shared host resources, clocks, process-global state, subprocesses, network listeners, or asynchronous teardown. Use when adding or changing tests with those risks, investigating flaky CI, or reviewing test isolation; use dsh-pre-push-checks separately to select outgoing commands.
Its SKILL.md is about 2.4k tokens, which your agent loads only when the skill is triggered. The skill folder holds 2 other files, including reference files (for example `references/ci-flake-diagnosis.md`).
It sits in Frontend & Design, covering State management, Async programming and Design review and critique. It works with DeepSeek and Vitest. The repository describes itself as: First-class Linux packaging for DeepSeek Harness desktop — AppImage, .deb, .tar.gz for x64/arm64, built by native CI. The licence is MIT.
4 steps, taken from the first numbered list in SKILL.md.
Read from SKILL.md and the folder at commit 35a829f. 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.
No scripts in the folder and no shell commands in SKILL.md.
From the folder's file list and the shell code blocks in SKILL.md.
No URLs in SKILL.md.
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.
Dsh CI Test Reliability loads about 2.4k tokens when it runs, and up to ~3.7k if it reads all its reference files. Until then it costs about 107 tokens; SKILL.md has 1,291 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 Zhou-Yujing114514/deepseek-harness-linux at commit 35a829f, republished under its MIT licence (© Zhou-Yujing114514). 1,291 words, ~2,358 tokens.
.claude/skills/dsh-ci-test-reliability/SKILL.md (or your agent's skills folder). This skill also uses 1 other file; get the full folder from GitHub.Build tests that remain correct under the repository's real CI topology, not only when run alone on a quiet workstation. This skill owns isolation and reliability decisions; it does not replace the repository's test-tier policy or select every command for a push.
Assume these layers can overlap unless the active configuration proves otherwise:
Process isolation does not isolate host ports, predictable filesystem paths, external services, databases, sockets, or inherited child processes. For every acquired resource, identify its owner, atomic allocation mechanism, observable readiness signal, registered cleanup, and quiescent completion signal.
Do not serialize an entire suite merely because one fixture lacks isolation. Narrow the exclusive scope or change the resource allocation first. A sequential Vitest block cannot protect a host resource from another file, process, job, or runner.
Use the resource owner's allocator instead of checking availability and claiming it later.
listen(0) and read the assigned address only after the server reports that it is listening. Never scan for a free port and bind it later.mkdtemp; do not acquire predictable shared paths.Literal paths and URLs used only as parser inputs or expected values are not acquired resources. Do not rewrite them merely because they look fixed.
Treat process.env, cwd, fake timers, locale and timezone, module mocks, registries, console hooks, globalThis, and global fetch interception as exclusive mutable resources.
Prefer an injected dependency or instance-local adapter. When mutation is required:
try/finally around the smallest mutation scope;afterEach fallback when failure before the local finally is plausible;CI runs the same suite on Windows and on POSIX hosts, and a value the operating system owns does not always come back the way a test wrote it.
mtime to prove that a fingerprint invalidates anyway holds everywhere; restoring it to prove that a record stays valid assumes a lossless round trip, which NTFS's 100-nanosecond ticks do not give a fractional millisecond. When the assertion depends on the restoration, take the expected value from a fresh read rather than from the remembered one.http_proxy and HTTP_PROXY as separate keys holds one entry there.Prefer an observation that holds on every platform. When a case genuinely cannot, exclude it on that platform explicitly.
A describe or case timeout overrides the runner's --testTimeout instead of yielding to it, so a value below the lane's budget lowers what CI already granted — and the same literal reads as a widening on a host whose default is smaller. A suite bound by process creation takes the lane budget; a tighter value carries the reason it is tighter.
Raise the hook budget with the test budget. Setup and teardown pay the same contention, so lifting only the case budget moves a contended failure into afterEach.
Where a timeout is the subject, keep the outer wait far larger than the timeout under test. A case proving that a 20 ms deadline fires must not race the harness's own wait, or load decides which deadline reports first.
A fixed sleep is not evidence that setup completed or cleanup settled.
Register cleanup immediately after acquisition so assertion failures also release the resource. Cleanup stops new callbacks or requests, detaches listeners, restores global hooks, terminates owned work, and awaits child exit, server close, worker termination, or the equivalent completion signal.
Calling abort(), close(), or kill() without awaiting the owned completion signal is incomplete teardown. When late completion is possible, prove that disposal prevents it from mutating another test.
Stress runs supplement a deterministic regression; they do not replace one.
Do not present these as root-cause fixes for deterministic local tests:
Retries remain valid for documented transient external-provider tests under the real-API policy. Keep that exception at the external boundary.
Restoring a budget is not masking. Raising a suite to the lane budget it already had, or sizing a bounded retry to the contention actually measured on the runner, names the awaited work and returns what the lane granted; neither invents headroom around an unexamined wait.
For an existing probabilistic CI failure, read the CI flake diagnosis workflow. A diagnosis-only request remains read-only: report the cause and evidence unless the user also asks for a fix.
Run the smallest focused regression for the affected behavior. Add topology-specific evidence only when the change owns that risk:
Before a push, use dsh-pre-push-checks. Report exact commands and observed results; do not describe retries, skipped tests, or pending CI as passing.
© Zhou-Yujing114514, MIT. 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 1 other file (references) in .agents/skills/dsh-ci-test-reliability of Zhou-Yujing114514/deepseek-harness-linux.
Open the folder on GitHubat commit 35a829f
Dsh CI Test Reliability 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 |
|---|---|---|---|---|---|---|
| Dsh CI Test Reliability this skillZhou-Yujing114514/deepseek-harness-linux | 120 | — | ~2.4k | Automated safety check: Pass | MIT | |
| Alego CI Test Reliabilitysingula-ai/alego | 109 | — | ~2.4k | Automated safety check: Pass | MIT | |
| Tanstack Querybskimball/tanstack-hono | 119 | 1 repos | ~5.4k | Automated safety check: Pass | MIT | |
| Choruz CI Test ReliabilityinclusionAI/Choruz | 1k | — | ~1.8k | Automated safety check: Pass | Apache-2.0 | |
| JavaScript IO Effects With Sagasparalleldrive/aidd | 384 | — | ~587 | Automated safety check: Pass | MIT | |
| Azsdk Common Pipeline TroubleshootingAzure/azure-sdk-for-android | 121 | — | ~496 | Automated safety check: Pass | MIT |
singula-ai/alego
Design, review, and diagnose Alego tests and fixtures that can fail nondeterministically under CI concurrency, shared host resources, clocks, process-global state, subprocesses, network listeners…
bskimball/tanstack-hono
Powerful asynchronous state management, server-state utilities, and data fetching for TS/JS, React, Vue, Solid, Svelte & Angular.
inclusionAI/Choruz
Design, review, and diagnose Choruz tests and fixtures that can fail nondeterministically under CI concurrency: parallel Playwright workers sharing one PostgreSQL and one API, vitest workers, cargo…
paralleldrive/aidd
Teaches the saga pattern with call and put so network requests and side effects stay out of the logic and sagas can be tested without mocks.
Azure/azure-sdk-for-android
Diagnose and resolve failures in Azure SDK CI and generation pipelines.
davila7/claude-code-templates
Expert in TanStack Query (React Query) — asynchronous state management.
Zhou-Yujing114514/deepseek-harness-linux
Use on Windows for unexpected DSH sandbox access denials: workspace writes or listing fail, or an ordinarily readable path cannot be read.
Zhou-Yujing114514/deepseek-harness-linux
A skill your agent uses when a deepseek-harness change breaks an externally perceptible surface (CLI, profiles, cordis.yml or settings keys, persisted user data, SDK or wire APIs, published package…
Zhou-Yujing114514/deepseek-harness-linux
A skill your agent uses when designing, reviewing, adding, enabling, disabling, installing, configuring, or debugging a plugin, bundle, feature, page, panel, tool, or MCP connection in the current…
Zhou-Yujing114514/deepseek-harness-linux
Find evidence-backed simplifications in DeepSeek Harness code, APIs, configuration, tests, and prose; write or consolidate proposals, identify small inline cleanups, or assess simplifications from…
Zhou-Yujing114514/deepseek-harness-linux
Design and review DeepSeek Harness client UI changes — visual token discipline, reuse-before-adding, feedback surfaces (toast vs in-place notice vs empty state), overlay and menu safety, platform…
Zhou-Yujing114514/deepseek-harness-linux
A skill your agent uses when reviewing a pull request in the deepseek-harness repo — orients the reviewer to this codebase's standards (AGENTS.md conventions, defensive patterns, ADRs, quality…
Design, review, and diagnose DeepSeek Harness tests and fixtures that can fail nondeterministically under CI concurrency, shared host resources, clocks, process-global state, subprocesses, network…. Dsh CI Test Reliability is an agent skill from Zhou-Yujing114514/deepseek-harness-linux. Design, review, and diagnose DeepSeek Harness tests and fixtures that can fail nondeterministically under CI concurrency, shared host resources, clocks, process-global state, subprocesses, network listeners, or asynchronous teardown.
Dsh CI Test Reliability fits situations like: changing tests with those risks; investigating flaky CI; reviewing test isolation; use dsh-pre-push-checks separately to select outgoing commands.
Run `npx skills add Zhou-Yujing114514/deepseek-harness-linux --skill dsh-ci-test-reliability -a claude-code`. Or copy the skill folder (.agents/skills/dsh-ci-test-reliability in Zhou-Yujing114514/deepseek-harness-linux) into .claude/skills/dsh-ci-test-reliability in your project. Claude Code loads it when a task matches its description.
Run `npx skills add Zhou-Yujing114514/deepseek-harness-linux --skill dsh-ci-test-reliability -a codex`. Or copy the skill folder (.agents/skills/dsh-ci-test-reliability in Zhou-Yujing114514/deepseek-harness-linux) into .agents/skills/dsh-ci-test-reliability 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 Zhou-Yujing114514/deepseek-harness-linux --skill dsh-ci-test-reliability -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/dsh-ci-test-reliability, .gemini/skills/dsh-ci-test-reliability, .github/skills/dsh-ci-test-reliability and .opencode/skills/dsh-ci-test-reliability in your project.
SKILL.md names no scripts, command-line tools or credentials: Dsh CI Test Reliability is instructions for the agent only.
SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. 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.
Dsh CI Test Reliability is published under the MIT 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 9.4k 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 1.3k tokens, read only when the agent opens those files.
Skills that share tags, products or a category with Dsh CI Test Reliability: Alego CI Test Reliability (singula-ai/alego, 109 stars), Tanstack Query (bskimball/tanstack-hono, 119 stars), Choruz CI Test Reliability (inclusionAI/Choruz, 1k stars) and JavaScript IO Effects With Sagas (paralleldrive/aidd, 384 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Zhou-Yujing114514 (a GitHub user) maintains it in Zhou-Yujing114514/deepseek-harness-linux, which has 120 GitHub stars. The repository holds 9 skills in this directory. The repository was last updated on October 6, 2026.
Source: Zhou-Yujing114514/deepseek-harness-linux on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.