OpenSpec Guided Onboarding
Fission-AI/OpenSpec
Walks you through a complete OpenSpec workflow cycle with narration while doing real work in your codebase.
Phase 4 of Serial Studio's spec-driven workflow: execute an approved tasks.md top to bottom, verifying each task and keeping the checklist current.
Install Ss Implement
$ npx skills add Serial-Studio/Serial-Studio --skill ss-implement -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install Serial-Studio/Serial-Studio ss-implement --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-implement .claude/skills/ss-implement && 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-implement" agent skill from https://github.com/Serial-Studio/Serial-Studio/tree/master/.claude/skills/ss-implement into .claude/skills/ss-implement/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ss-implement", 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-implementType 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-implement -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install Serial-Studio/Serial-Studio ss-implement --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-implement .agents/skills/ss-implement && 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-implement" agent skill from https://github.com/Serial-Studio/Serial-Studio/tree/master/.claude/skills/ss-implement into .agents/skills/ss-implement/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ss-implement", 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-implement -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install Serial-Studio/Serial-Studio ss-implement --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-implement .cursor/skills/ss-implement && 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-implement" agent skill from https://github.com/Serial-Studio/Serial-Studio/tree/master/.claude/skills/ss-implement into .cursor/skills/ss-implement/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ss-implement", 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-implement--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-implement -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install Serial-Studio/Serial-Studio ss-implement --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-implement .gemini/skills/ss-implement && 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-implement" agent skill from https://github.com/Serial-Studio/Serial-Studio/tree/master/.claude/skills/ss-implement into .gemini/skills/ss-implement/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ss-implement", 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-implementInstalls 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-implement -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-implement .github/skills/ss-implement && 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-implement" agent skill from https://github.com/Serial-Studio/Serial-Studio/tree/master/.claude/skills/ss-implement into .github/skills/ss-implement/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ss-implement", 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-implement -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-implement --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-implement .opencode/skills/ss-implement && 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-implement" agent skill from https://github.com/Serial-Studio/Serial-Studio/tree/master/.claude/skills/ss-implement into .opencode/skills/ss-implement/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ss-implement", 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
ss-implement- GitHub stars
- 7.2k
- Token cost
- ~973 tokens
- SKILL.md length
- 492 words
- Files
- 1
- Skills in repo
- 15
- Repo updated
- First seen
- Licence
- Custom licence
At a glance
Phase 4 of Serial Studio's spec-driven workflow: execute an approved tasks.md top to bottom, verifying each task and keeping the checklist current.
- Works in 5 steps: Read before writing. Read the target… → Name the binding invariants before the… → Make the change with targeted Edit calls… → …
- Tasks that involve Spec-driven development
- SKILL.md covers Preconditions, Per-task loop, Finish and Rules
- Calls python
What it does
Ss Implement is an agent skill from Serial-Studio/Serial-Studio. Phase 4 of Serial Studio's spec-driven workflow: execute an approved tasks.md top to bottom, verifying each task and keeping the checklist current. Use after /ss-tasks is approved, or "implement the spec", "build it", "work the tasks". Honors the hotpath, verify, and trust rules; never commits without explicit permission.
Its SKILL.md is about 970 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 Agent Workflows, covering Spec-driven development. The repository describes itself as: Open-source telemetry dashboard. Supports UART, BLE, MQTT, Modbus, CAN Bus and more.
When your agent uses it
- Tasks that involve Spec-driven development
Example prompts
- “implement the spec”
- “build it”
- “work the tasks”
- “/ss-implement”
Requirements
- Python 3
Workflow steps
5 steps, taken from the first numbered list in SKILL.md.
- Read before writing. Read the target files in full this session — hotpath files
- Name the binding invariants before the first Edit: restate in chat, in your own
- Make the change with targeted Edit calls — edit, don't rewrite. Follow
- Verify the task: python scripts/code-verify.py --check . Resolve new
- Mark it done — tick the task's box in tasks.md so the file stays a live record.
What it can do on your machine
Read from SKILL.md and the folder at commit 34c87a4. 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:
python
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md.
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
Ss Implement loads about 973 tokens when it runs. Until then it costs about 84 tokens; SKILL.md has 492 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
Its licence (Custom licence) doesn't allow us to republish the file, so here is its outline and opening line. It has 492 words (~973 tokens).
“Execute the approved tasks.md one task at a time, verifying as you go. This is the only phase that writes code. See doc/claude/spec-driven.md.”
- name
- ss-implement
- argument-hint
- [spec number or slug]
Files
Just SKILL.md in .claude/skills/ss-implement of Serial-Studio/Serial-Studio.
Open the folder on GitHubat commit 34c87a4
Compare with similar skills
Ss Implement 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 Implement this skillSerial-Studio/Serial-Studio | 7.2k | — | ~973 | Automated safety check: Pass | Custom licence | |
| OpenSpec Guided OnboardingFission-AI/OpenSpec | 71k | 1 repos | ~4.5k | Automated safety check: Pass | MIT | |
| Readyprekuter/dryforge | 402 | 1 repos | ~6.8k | Automated safety check: Pass | Apache-2.0 | |
| Spec Driven Developzhu1090093659/deepseek-pp | 1.9k | — | ~6.9k | Automated safety check: Pass | Apache-2.0 | |
| MoAI Foundation Coremodu-ai/moai-adk | 1.2k | — | ~5k | Automated safety check: Pass | Apache-2.0 | |
| Goprekuter/dryforge | 402 | 1 repos | ~7.2k | Automated safety check: Pass | Apache-2.0 |
Similar skills
Ready
prekuter/dryforge
Understand what you mean before anything is built. An agent skill from prekuter/dryforge.
Spec Driven Develop
zhu1090093659/deepseek-pp
Automates pre-development workflow for large-scale complex tasks.
MoAI Foundation Core
modu-ai/moai-adk
Reference for MoAI-ADK's core development principles: TRUST 5 quality gates, SPEC-first domain-driven workflow, agent delegation and token budgeting.
Go
prekuter/dryforge
Carry out the intent approved in ready, as meant, and prove it with checks that actually ran.
agtx Execute Phase
fynnfluegge/agtx
Carries out an approved plan for an agtx-managed task: implements the changes, runs tests, commits, writes a summary to .agtx/execute.md and then stops.
More from Serial-Studio/Serial-Studio
All 15 skills in this repoQt Cpp Review
Serial-Studio/Serial-Studio
Qt6/C++ deep code review for Serial Studio. An agent skill from Serial-Studio/Serial-Studio.
Qt Qml Review
Serial-Studio/Serial-Studio
Qt6/QML deep code review for Serial Studio. An agent skill from Serial-Studio/Serial-Studio.
Ss Spec
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.
Cpp Compiler Flags
Serial-Studio/Serial-Studio
C++ compiler/linker flag guidance for Serial Studio's build (GCC, Clang, AppleClang, MSVC cl.exe, clang-cl, MinGW, IntelLLVM).
Ss Cpp Modern
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.
Ss Docs
Serial-Studio/Serial-Studio
Write, update, or review Serial Studio's user-facing documentation: the doc/help manual, README.md, and examples READMEs.
Related
Categories
Questions about Ss Implement
What does Ss Implement do?
Phase 4 of Serial Studio's spec-driven workflow: execute an approved tasks.md top to bottom, verifying each task and keeping the checklist current. Ss Implement is an agent skill from Serial-Studio/Serial-Studio.md top to bottom, verifying each task and keeping the checklist current.
When should I use Ss Implement?
Ss Implement fits situations like: tasks that involve Spec-driven development.
How do I install Ss Implement in Claude Code?
Run `npx skills add Serial-Studio/Serial-Studio --skill ss-implement -a claude-code`. Or copy the skill folder (.claude/skills/ss-implement in Serial-Studio/Serial-Studio) into .claude/skills/ss-implement in your project. Claude Code loads it when a task matches its description.
How do I install Ss Implement in Codex?
Run `npx skills add Serial-Studio/Serial-Studio --skill ss-implement -a codex`. Or copy the skill folder (.claude/skills/ss-implement in Serial-Studio/Serial-Studio) into .agents/skills/ss-implement in your project. Codex loads it when a task matches its description.
Can I use Ss Implement 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 Serial-Studio/Serial-Studio --skill ss-implement -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-implement, .gemini/skills/ss-implement, .github/skills/ss-implement and .opencode/skills/ss-implement in your project.
What does Ss Implement need to run?
Going by SKILL.md and its folder, Ss Implement needs the command-line tools its instructions call (python). Our summary lists: Python 3.
Does Ss Implement access the network?
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.
Is Ss Implement 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 Ss Implement use?
Ss Implement has a licence file (the repository's licence) that doesn't match a standard licence. Read it on GitHub before reusing the skill.
How many tokens does Ss Implement use?
About 973 tokens (SKILL.md is roughly 3.9k 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 Ss Implement?
Skills that share tags, products or a category with Ss Implement: OpenSpec Guided Onboarding (Fission-AI/OpenSpec, 71k stars), Ready (prekuter/dryforge, 402 stars), Spec Driven Develop (zhu1090093659/deepseek-pp, 1.9k stars) and MoAI Foundation Core (modu-ai/moai-adk, 1.2k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Ss Implement?
Serial-Studio (a GitHub organization) maintains it in Serial-Studio/Serial-Studio, which has 7,224 GitHub stars. The repository holds 15 skills in this directory. The repository was last updated on October 6, 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.