Nv Implement
novuhq/novu
Implement planned work by fanning out parallel subagents on isolated worktrees — TDD at pre-agreed seams, per-slice nv-park-and-review, merge back, full suite once at the end.
Implement a technical design by decomposing it into dependency-ordered vertical slices, executing each with TDD red-green, reviewing each via an isolated sub-agent, and persisting progress to a…
$ npx skills add open-octo/octo-agent --skill implement -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install open-octo/octo-agent 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/open-octo/octo-agent.git skills-src && mkdir -p .claude/skills && cp -r skills-src/internal/skills/defaults/implement .claude/skills/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 "implement" agent skill from https://github.com/open-octo/octo-agent/tree/main/internal/skills/defaults/implement into .claude/skills/implement/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "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/open-octo/octo-agent/tree/main/internal/skills/defaults/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 open-octo/octo-agent --skill implement -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install open-octo/octo-agent implement --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/open-octo/octo-agent.git skills-src && mkdir -p .agents/skills && cp -r skills-src/internal/skills/defaults/implement .agents/skills/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 "implement" agent skill from https://github.com/open-octo/octo-agent/tree/main/internal/skills/defaults/implement into .agents/skills/implement/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "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 open-octo/octo-agent --skill implement -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install open-octo/octo-agent implement --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/open-octo/octo-agent.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/internal/skills/defaults/implement .cursor/skills/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 "implement" agent skill from https://github.com/open-octo/octo-agent/tree/main/internal/skills/defaults/implement into .cursor/skills/implement/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "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/open-octo/octo-agent.git --path internal/skills/defaults/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 open-octo/octo-agent --skill implement -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install open-octo/octo-agent implement --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/open-octo/octo-agent.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/internal/skills/defaults/implement .gemini/skills/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 "implement" agent skill from https://github.com/open-octo/octo-agent/tree/main/internal/skills/defaults/implement into .gemini/skills/implement/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "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 open-octo/octo-agent 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 open-octo/octo-agent --skill implement -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/open-octo/octo-agent.git skills-src && mkdir -p .github/skills && cp -r skills-src/internal/skills/defaults/implement .github/skills/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 "implement" agent skill from https://github.com/open-octo/octo-agent/tree/main/internal/skills/defaults/implement into .github/skills/implement/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "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 open-octo/octo-agent --skill 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 open-octo/octo-agent implement --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/open-octo/octo-agent.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/internal/skills/defaults/implement .opencode/skills/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 "implement" agent skill from https://github.com/open-octo/octo-agent/tree/main/internal/skills/defaults/implement into .opencode/skills/implement/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "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.
implementImplement a technical design by decomposing it into dependency-ordered vertical slices, executing each with TDD red-green, reviewing each via an isolated sub-agent, and persisting progress to a…
Implement is an agent skill from open-octo/octo-agent. Implement a technical design by decomposing it into dependency-ordered vertical slices, executing each with TDD red-green, reviewing each via an isolated sub-agent, and persisting progress to a state file so work survives session restarts. Use when the user has a tech design (doc or settled conversation) and says "implement", "start building", "let's code this", "实现吧", "开始实现", "按这个方案做", "把设计落地".
Its SKILL.md is about 2.3k 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 Test-driven development, Architecture decision records and Subagents. The repository describes itself as: Open-source, single-binary, self-hosted AI agent — your models and data stay on your machine. A coding agent on par with Claude Code and a personal assistant lighter than… The licence is MIT.
3 steps, taken from the step headings in SKILL.md.
Read from SKILL.md and the folder at commit fc1385f. 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:
gitFrom 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.
Implement loads about 2.3k tokens when it runs. Until then it costs about 102 tokens; SKILL.md has 1,267 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 open-octo/octo-agent at commit fc1385f, republished under its MIT licence (© open-octo). 1,267 words, ~2,322 tokens.
.claude/skills/implement/SKILL.md (or your agent's skills folder).Take a technical design and turn it into working, reviewed code — slice by slice, test-first, with progress checkpointed to disk so a new session can resume exactly where the last one stopped.
One of:
If neither exists, stop and ask for the design first.
State file: .octo/implement-state.json in the repository root (create
.octo/ if needed; add it to .gitignore if not ignored — the state file
is session machinery, never committed).
On startup, always check for this file first.
{
"tech_design_path": "path or '(conversation)'",
"branch": "feat/...",
"updated_at": "RFC3339",
"waves": [
{ "wave": 1, "mode": "sequential",
"slices": [
{ "slice": 1, "title": "...", "status": "pending|in_progress|review|done|skipped",
"acceptance_criteria": ["..."], "files_owned": ["..."],
"tests_added": 0, "review_summary": "", "deviations": "", "commit_sha": "" }
] }
]
}Update the file on every status transition (slice starts, enters review, done with commit SHA + review summary + deviations). Delete it when everything is done — a clean exit leaves no state behind.
Resuming: done/skipped skip; review re-runs or finishes the review;
in_progress checks git log for partial commits and continues from them
or restarts the slice; pending starts normally.
Readiness gate. Before slicing, verify the design is concrete enough to
code from: every API has method + path + request/response shape, every
schema has fields + types, every external call names its counterpart. If
something is too vague to implement without guessing, list exactly what's
missing and ask the user (use ask_user_question for each decision) —
do NOT decompose on top of vague specs; slices built on guesses produce
guessed code.
Decompose into vertical slices. Each slice cuts through all layers end-to-end (schema → logic → surface → tests), never a horizontal slab. Group slices into waves by dependency:
Present the breakdown (slice titles, scope, acceptance criteria, wave grouping) and confirm with the user before writing the state file — unless the user has already told you to proceed autonomously.
Work on a fresh branch off the latest default branch. Never start a new piece of work on a branch whose PR already has auto-merge armed — after a PR is created, the next slice batch gets a new branch.
(This section is the rhythm. Hold to the usual test-quality bar as you go: test behavior over implementation, mock only what you don't own, and add wire-contract tests for boundary structs.)
For EACH behavior in the slice:
Banned in any plan, prompt, or code you produce: "TODO", "TBD", "implement later", "add proper error handling", "similar to slice N", steps that describe WHAT without showing the code. If you can't write the code, the design decision isn't made yet — go back and make it.
Run inline, full cadence above, then review (below), then next slice.
Spawn one sub_agent per slice. Each sub-agent works in its own git
worktree — follow the absolute-path rule from the worktree-isolate
skill: octo has no session working directory, so every command is
git -C "$WT" … / cd "$WT" && … in a single terminal call, and every
file tool gets the worktree's absolute path. The sub-agent prompt must be
self-contained: slice scope, acceptance criteria, owned files (absolute
paths), interface contracts, the design doc path, the TDD cadence, and the
deviation rules below — sub-agents have no conversation context.
After a wave: review each slice, merge each worktree branch back, resolve any conflict (a conflict means the slices weren't independent — note it), run the full suite on the merged result.
If sub_agent is unavailable in this session, run the slices sequentially
inline and say so.
Any code that talks to something outside this repo — an HTTP/RPC API, a DB column, a wire format — must be verified against ground truth before the struct or query is written, and the evidence shown (file:line or fetched doc, with the verbatim field names):
After a slice's code is complete, dispatch an isolated reviewer with the
code-review skill's sub-agent pattern: zero conversation context, given
only the git range, the design doc path, what the slice claims to do, and
any intentional deviations (so they aren't re-reported). Ask it to check
correctness, races, conventions, tests, security, and design compliance,
with severity-ranked findings.
Then: verify each finding before acting — reviewers are sometimes wrong; push back with technical reasoning when they are. Fix Critical now, Important before the next wave, Minor if cheap. Record the review summary in the state file. No performative agreement — fix and show the result.
| Situation | Action |
|---|---|
| Bug found while implementing | Fix now, note in the slice report |
| Design is missing a small detail | Decide, implement, note it |
| Environment/dependency blocker | Work around, note it, surface at the checkpoint |
| Architectural change (new boundary, changed contract/schema) | STOP and ask the user |
Update the design doc in the same branch when the implementation legitimately diverges — the doc describes current state, and a doc that lies is worse than no doc.
Four levels, in order:
panic("unimplemented"), tests without assertions, leftover TODOs.Then: push the branch, open a PR whose description covers what landed, review findings fixed, and deviations from the design. Delete the state file. Report: slices completed, tests added, review findings (any patterns?), deviations, anything left for manual verification.
© open-octo, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Just SKILL.md in internal/skills/defaults/implement of open-octo/octo-agent.
Open the folder on GitHubat commit fc1385f
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 |
|---|---|---|---|---|---|---|
| Implement this skillopen-octo/octo-agent | 125 | — | ~2.3k | Automated safety check: Pass | MIT | |
| Nv Implementnovuhq/novu | 40k | — | ~1.7k | Automated safety check: Pass | Custom licence | |
| Tapd Story ImplementTencentBlueKing/bk-bcs | 840 | — | ~1.2k | Automated safety check: Pass | Custom licence | |
| Testing Skills With Subagentsed3dai/ed3d-plugins | 250 | 3 repos | ~3.5k | Automated safety check: Pass | None | |
| Test PromptNeoLabHQ/context-engineering-kit | 1.7k | — | ~5k | Automated safety check: Pass | GPL-3.0 | |
| Pairingtestdouble/han | 279 | — | ~3.5k | Automated safety check: Pass | MIT |
novuhq/novu
Implement planned work by fanning out parallel subagents on isolated worktrees — TDD at pre-agreed seams, per-slice nv-park-and-review, merge back, full suite once at the end.
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。
ed3dai/ed3d-plugins
A skill your agent uses when creating or editing skills, before deployment, to verify they work under pressure and resist rationalization - applies RED-GREEN-REFACTOR cycle to process documentation…
NeoLabHQ/context-engineering-kit
A skill your agent uses when creating or editing any prompt (commands, hooks, skills, subagent instructions) to verify it produces desired behavior - applies RED-GREEN-REFACTOR cycle to prompt…
testdouble/han
Build work collaboratively in reviewable pieces, handing each piece back for review before starting the next, so the person stays in the lead and steers while the work happens instead of reviewing a…
ayoubben18/ab-method
Run an existing task autonomously to completion — each remaining mission in a subagent with tdd, tracker updated per mission, a commit after every green mission.
open-octo/octo-agent
Acquire images as files — generate them with an AI image model (14 providers: OpenAI/gpt-image, Gemini, Qwen, Zhipu, Volcengine, Stability, FLUX, Ideogram, MiniMax, and more), search openly-licensed…
open-octo/octo-agent
Create, read, and edit Excel (.xlsx) spreadsheets programmatically with openpyxl — cell values, formulas, styling (fonts/fills/borders/alignment/number formats), merged cells, multiple sheets…
open-octo/octo-agent
Design guidance for any HTML/Markdown file shown in octo's Artifacts panel — reports, dashboards, architecture/system diagrams, generated UIs, slide-style pages, 3D scenes.
open-octo/octo-agent
Review local code changes. An agent skill from open-octo/octo-agent.
open-octo/octo-agent
AI-driven multi-format SVG content generation system. An agent skill from open-octo/octo-agent.
open-octo/octo-agent
Configure octo's global settings through guided conversation — set up AI model endpoints (providers, API keys, models), adjust agent defaults (reasoning effort, permission mode, coauthor, workspace…
Categories
Implement a technical design by decomposing it into dependency-ordered vertical slices, executing each with TDD red-green, reviewing each via an isolated sub-agent, and persisting progress to a…. Implement is an agent skill from open-octo/octo-agent. Implement a technical design by decomposing it into dependency-ordered vertical slices, executing each with TDD red-green, reviewing each via an isolated sub-agent, and persisting progress to a state file so work survives session restarts.
Implement fits situations like: the user has a tech design (doc; settled conversation) and says implement.
Run `npx skills add open-octo/octo-agent --skill implement -a claude-code`. Or copy the skill folder (internal/skills/defaults/implement in open-octo/octo-agent) into .claude/skills/implement in your project. Claude Code loads it when a task matches its description.
Run `npx skills add open-octo/octo-agent --skill implement -a codex`. Or copy the skill folder (internal/skills/defaults/implement in open-octo/octo-agent) into .agents/skills/implement 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 open-octo/octo-agent --skill 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/implement, .gemini/skills/implement, .github/skills/implement and .opencode/skills/implement in your project.
Going by SKILL.md and its folder, Implement needs the command-line tools its instructions call (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.
Implement is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 2.3k tokens (SKILL.md is roughly 9.3k 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 Implement: Nv Implement (novuhq/novu, 40k stars), Tapd Story Implement (TencentBlueKing/bk-bcs, 840 stars), Testing Skills With Subagents (ed3dai/ed3d-plugins, 250 stars) and Test Prompt (NeoLabHQ/context-engineering-kit, 1.7k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
open-octo (a GitHub organization) maintains it in open-octo/octo-agent, which has 125 GitHub stars. The repository holds 40 skills in this directory. The repository was last updated on October 8, 2026.
Source: open-octo/octo-agent on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.