Vibe Adversarial Test Generation
ash1794/vibe-engineering
Generates edge case, failure mode, and spec-driven test cases.
Phase 2 of Serial Studio's spec-driven workflow: turn an approved spec.md into a technical design (plan.md) — files, data flow, hotpath/threading impact, tradeoffs, risks, test plan.
$ npx skills add Serial-Studio/Serial-Studio --skill ss-plan -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install Serial-Studio/Serial-Studio ss-plan --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/Serial-Studio/Serial-Studio.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.claude/skills/ss-plan .claude/skills/ss-plan && 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 "ss-plan" agent skill from https://github.com/Serial-Studio/Serial-Studio/tree/master/.claude/skills/ss-plan into .claude/skills/ss-plan/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ss-plan", 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/Serial-Studio/Serial-Studio/tree/master/.claude/skills/ss-planType 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 Serial-Studio/Serial-Studio --skill ss-plan -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install Serial-Studio/Serial-Studio ss-plan --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Serial-Studio/Serial-Studio.git skills-src && mkdir -p .agents/skills && cp -r skills-src/.claude/skills/ss-plan .agents/skills/ss-plan && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "ss-plan" agent skill from https://github.com/Serial-Studio/Serial-Studio/tree/master/.claude/skills/ss-plan into .agents/skills/ss-plan/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ss-plan", 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 Serial-Studio/Serial-Studio --skill ss-plan -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install Serial-Studio/Serial-Studio ss-plan --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Serial-Studio/Serial-Studio.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/.claude/skills/ss-plan .cursor/skills/ss-plan && 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 "ss-plan" agent skill from https://github.com/Serial-Studio/Serial-Studio/tree/master/.claude/skills/ss-plan into .cursor/skills/ss-plan/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ss-plan", 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/Serial-Studio/Serial-Studio.git --path .claude/skills/ss-plan--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 Serial-Studio/Serial-Studio --skill ss-plan -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install Serial-Studio/Serial-Studio ss-plan --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Serial-Studio/Serial-Studio.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/.claude/skills/ss-plan .gemini/skills/ss-plan && 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 "ss-plan" agent skill from https://github.com/Serial-Studio/Serial-Studio/tree/master/.claude/skills/ss-plan into .gemini/skills/ss-plan/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ss-plan", 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 Serial-Studio/Serial-Studio ss-planInstalls 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 Serial-Studio/Serial-Studio --skill ss-plan -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/Serial-Studio/Serial-Studio.git skills-src && mkdir -p .github/skills && cp -r skills-src/.claude/skills/ss-plan .github/skills/ss-plan && 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 "ss-plan" agent skill from https://github.com/Serial-Studio/Serial-Studio/tree/master/.claude/skills/ss-plan into .github/skills/ss-plan/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ss-plan", 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 Serial-Studio/Serial-Studio --skill ss-plan -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install Serial-Studio/Serial-Studio ss-plan --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Serial-Studio/Serial-Studio.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/.claude/skills/ss-plan .opencode/skills/ss-plan && 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 "ss-plan" agent skill from https://github.com/Serial-Studio/Serial-Studio/tree/master/.claude/skills/ss-plan into .opencode/skills/ss-plan/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ss-plan", 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.
ss-planPhase 2 of Serial Studio's spec-driven workflow: turn an approved spec.md into a technical design (plan.md) — files, data flow, hotpath/threading impact, tradeoffs, risks, test plan.
Ss Plan is an agent skill from Serial-Studio/Serial-Studio. Phase 2 of Serial Studio's spec-driven workflow: turn an approved spec.md into a technical design (plan.md) — files, data flow, hotpath/threading impact, tradeoffs, risks, test plan. Use after /ss-spec is approved, or "plan this spec", "design the implementation". Reads the doc/claude sub-docs and the real code; gates on human approval before /ss-tasks.
Its SKILL.md is about 990 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, covering Spec-driven development and Test generation. The repository describes itself as: Open-source telemetry dashboard. Supports UART, BLE, MQTT, Modbus, CAN Bus and more.
6 steps, taken from the first numbered list in SKILL.md.
Read from SKILL.md and the folder at commit 3657d2c. 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 (its code samples are bash).
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.
Ss Plan loads about 994 tokens when it runs. Until then it costs about 91 tokens; SKILL.md has 448 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.
Its licence (Custom licence) doesn't allow us to republish the file, so here is its outline and opening line. It has 448 words (~994 tokens).
“Turn the approved spec.md into a concrete technical design. This is the HOW: which files, which subsystems, how data and threads move, and which design was chosen over which alternatives. See doc/claude/spec-driven.md for the gate discipline.”
Just SKILL.md in .claude/skills/ss-plan of Serial-Studio/Serial-Studio.
Open the folder on GitHubat commit 3657d2c
Ss Plan 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 |
|---|---|---|---|---|---|---|
| Ss Plan this skillSerial-Studio/Serial-Studio | 7.2k | — | ~994 | Automated safety check: Pass | Custom licence | |
| Vibe Adversarial Test Generationash1794/vibe-engineering | 163 | — | ~1.4k | Automated safety check: Pass | MIT | |
| Spec Driven Workflowalirezarezvani/claude-skills | 28k | — | ~3.9k | Automated safety check: Pass | MIT | |
| Map TDDazalio/map-framework | 156 | — | ~6k | Automated safety check: Pass | MIT | |
| Eval Triage And Improvementmicrosoft/eval-guide | 138 | — | ~5.9k | Automated safety check: Pass | MIT | |
| Tapd Story ImplementTencentBlueKing/bk-bcs | 840 | — | ~1.2k | Automated safety check: Pass | Custom licence |
ash1794/vibe-engineering
Generates edge case, failure mode, and spec-driven test cases.
alirezarezvani/claude-skills
A skill your agent uses when the user asks to write specs before code, define acceptance criteria, plan features before implementation, generate tests from specifications, or follow spec-first…
azalio/map-framework
TDD MAP workflow: write tests from the spec FIRST, then implement, so tests validate intent not implementation.
microsoft/eval-guide
A skill your agent uses when the user's Copilot Studio agent evaluations have come back and they need to interpret scores, diagnose root causes of underperforming test cases, find remediation steps…
TencentBlueKing/bk-bcs
迭代执行流水线代码实现阶段。基于 tasks.md 调用 /speckit.implement 以 TDD 模式完成全部任务。
databricks-solutions/ai-dev-kit
Testing framework for evaluating Databricks skills. An agent skill from databricks-solutions/ai-dev-kit.
Serial-Studio/Serial-Studio
Qt6/C++ deep code review for Serial Studio. An agent skill from Serial-Studio/Serial-Studio.
Serial-Studio/Serial-Studio
Qt6/QML deep code review for Serial Studio. An agent skill from Serial-Studio/Serial-Studio.
Serial-Studio/Serial-Studio
Phase 1 of Serial Studio's spec-driven workflow: capture WHAT a feature must do and WHY, with no implementation detail.
Serial-Studio/Serial-Studio
C++ compiler/linker flag guidance for Serial Studio's build (GCC, Clang, AppleClang, MSVC cl.exe, clang-cl, MinGW, IntelLLVM).
Serial-Studio/Serial-Studio
Modern C++20 authoring guidance for Serial Studio (Qt 6.11, C++20): concepts, ranges, move/RAII, std smart pointers, constexpr, lock-free SPSC atomics.
Serial-Studio/Serial-Studio
Write, update, or review Serial Studio's user-facing documentation: the doc/help manual, README.md, and examples READMEs.
Categories
Phase 2 of Serial Studio's spec-driven workflow: turn an approved spec.md into a technical design (plan.md) — files, data flow, hotpath/threading impact, tradeoffs, risks, test plan. Ss Plan is an agent skill from Serial-Studio/Serial-Studio.md) — files, data flow, hotpath/threading impact, tradeoffs, risks, test plan.
Ss Plan fits situations like: tasks that involve Spec-driven development; tasks that involve Test generation.
Run `npx skills add Serial-Studio/Serial-Studio --skill ss-plan -a claude-code`. Or copy the skill folder (.claude/skills/ss-plan in Serial-Studio/Serial-Studio) into .claude/skills/ss-plan in your project. Claude Code loads it when a task matches its description.
Run `npx skills add Serial-Studio/Serial-Studio --skill ss-plan -a codex`. Or copy the skill folder (.claude/skills/ss-plan in Serial-Studio/Serial-Studio) into .agents/skills/ss-plan 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 Serial-Studio/Serial-Studio --skill ss-plan -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/ss-plan, .gemini/skills/ss-plan, .github/skills/ss-plan and .opencode/skills/ss-plan in your project.
SKILL.md names no scripts, command-line tools or credentials: Ss Plan 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.
Ss Plan has a licence file (the repository's licence) that doesn't match a standard licence. Read it on GitHub before reusing the skill.
About 994 tokens (SKILL.md is roughly 4k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
Skills that share tags, products or a category with Ss Plan: Vibe Adversarial Test Generation (ash1794/vibe-engineering, 163 stars), Spec Driven Workflow (alirezarezvani/claude-skills, 28k stars), Map TDD (azalio/map-framework, 156 stars) and Eval Triage And Improvement (microsoft/eval-guide, 138 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Serial-Studio (a GitHub organization) maintains it in Serial-Studio/Serial-Studio, which has 7,225 GitHub stars. The repository holds 15 skills in this directory. The repository was last updated on October 7, 2026.
Source: Serial-Studio/Serial-Studio on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.