Agent skill

Local Dev

by openclaw in openclaw/openclaw-enterprise

Develop OpenClaw Enterprise changes with proportional verification and source-backed flow documentation for non-trivial behavior.

MITAuto-check passed

Install Local Dev

skills CLI
$ npx skills add openclaw/openclaw-enterprise --skill local-dev -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install openclaw/openclaw-enterprise local-dev --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/openclaw/openclaw-enterprise.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.agents/skills/local-dev .claude/skills/local-dev && rm -rf skills-src

Use ~/.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/

Facts

Skill name
local-dev
GitHub stars
359
Token cost
~1.7k tokens
SKILL.md length
857 words
Files
4 (incl. scripts, references)
Skills in repo
9
Repo updated
First seen
Licence
MIT

At a glance

Develop OpenClaw Enterprise changes with proportional verification and source-backed flow documentation for non-trivial behavior.

  • Works in 7 steps: Identify the user-visible outcome,… → Implement the smallest complete change… → Apply the flow-doc trigger below. For a… → …
  • SKILL.md covers HARD REQUIREMENT: OPEN-SOURCE…, HARD REQUIREMENT: KEEP…, Workflow and When a flow doc is required, plus 1 more section
  • Runs Python scripts from its folder; calls npm

What it does

Local Dev is an agent skill from openclaw/openclaw-enterprise. Develop OpenClaw Enterprise changes with proportional verification and source-backed flow documentation for non-trivial behavior.

Its SKILL.md is about 1.7k tokens, which your agent loads only when the skill is triggered. The skill folder holds 6 other files, including scripts and reference files (for example `references/flow-doc/template.md`, `references/flow-doc/workflow.md` and `scripts/validate_flow_doc.py`).

The repository describes itself as: The Enterprise-grade Control Plane for modern agentic workloads. The licence is MIT.

Example prompts

  • “/local-dev”

Requirements

  • Python 3

Workflow steps

7 steps, taken from the first numbered list in SKILL.md.

  1. Identify the user-visible outcome, owning primitive, real caller, and affected
  2. Implement the smallest complete change through the owning contract. Preserve
  3. Apply the flow-doc trigger below. For a qualifying change, read
  4. Use $technical-writing when creating, editing, or reviewing documentation.
  5. Use $enterprise-testing to select proportional checks and satisfy repository
  6. When publication is authorized, follow the
  7. Report changed behavior, the flow updated (or a short reason none is needed),

What it can do on your machine

Read from SKILL.md and the folder at commit 96faf10. 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

    Ships 1 file in scripts/ (Python), which the agent can run.

    Shell commands in SKILL.md call:

    • npm

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    No URLs in SKILL.md. Its commands use npm, which can reach the network depending on how they are called.

    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

Local Dev loads about 1.7k tokens when it runs, and up to ~3.5k if it reads all its reference files. Until then it costs about 35 tokens; SKILL.md has 857 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~35
When it runs · the whole SKILL.md, loaded when a task matches
~1.7k
With references · SKILL.md plus every file in references/, read only if the agent opens them
~3.5k

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); the scripts in this folder are not scanned.

SKILL.md

The full file from openclaw/openclaw-enterprise at commit 96faf10, republished under its MIT licence (© openclaw). 857 words, ~1,653 tokens.

Download SKILL.mdSave it as .claude/skills/local-dev/SKILL.md (or your agent's skills folder). This skill also uses 3 other files; get the full folder from GitHub.
name
local-dev
description
Develop OpenClaw Enterprise changes with proportional verification and source-backed flow documentation for non-trivial behavior.
dependencies
enterprise-testing, mermaid-diagrams, technical-writing

Local development

Use this skill for repository development changes. Read the root and applicable nested AGENTS.md, the owning current reference, and relevant source before editing. Keep work within the approved platform scope and preserve unrelated work. Run repository commands from its root; bundled ./ paths below are relative to this skill directory. No global skill installation is required. Use explicit dependency records and focused factories when extracting behavior. The fixture and scenario conventions apply the same composition rules to test infrastructure.

HARD REQUIREMENT: OPEN-SOURCE CONTENT

THIS IS AN OPEN-SOURCE REPOSITORY. NEVER MENTION INTERNAL CODE NAMES OR CORPORATE INTERNAL NAMES IN CODE, COMMENTS, DOCUMENTATION, EXAMPLES, TEST FIXTURES, GENERATED ARTIFACTS, COMMIT MESSAGES, OR PULL REQUEST CONTENT. THIS REPOSITORY SHOULD NEVER CONTAIN CORPORATE INTERNAL NAMES. USE PUBLIC PRODUCT NAMES OR NEUTRAL, DESCRIPTIVE TERMS INSTEAD. CHECK THE ENTIRE PROPOSED CHANGE BEFORE HANDOFF OR PUBLICATION AND REMOVE ANY SUCH REFERENCES. DO NOT COPY INTERNAL CONTEXT INTO THIS REPOSITORY, EVEN AS BACKGROUND OR PROVENANCE.

HARD REQUIREMENT: KEEP IMPLEMENTATION-SPECIFIC BEHAVIOR OUT OF THE CORE

IMPLEMENTATION-SPECIFIC FUNCTIONALITY MUST LIVE IN DRIVERS OR BACKENDS, NEVER BE HARDCODED INTO THE PLATFORM CORE. CORE CODE MUST DEPEND ON PLATFORM CONTRACTS, NOT SPECIAL CASES FOR A PARTICULAR IMPLEMENTATION, VENDOR, OR DEPLOYMENT. EXTEND THE OWNING DRIVER OR BACKEND CONTRACT WHEN NECESSARY; DO NOT BYPASS IT WITH IMPLEMENTATION-SPECIFIC BRANCHES, DEFAULTS, OR DIRECT CALLS IN THE CORE.

IF A DEVELOPER OR AGENT PROPOSES OR INTRODUCES SUCH A VIOLATION, CALL IT OUT EXPLICITLY AND STOP THE SESSION'S IMPLEMENTATION WORK. IDENTIFY THE OFFENDING CODE OR DESIGN, EXPLAIN THE OWNERSHIP BOUNDARY IT VIOLATES, AND ASK FOR A DESIGN CHANGE THAT MOVES THE BEHAVIOR INTO THE APPROPRIATE DRIVER OR BACKEND. DO NOT IMPLEMENT, COMMIT, OR PUBLISH THE VIOLATING APPROACH. RESUME ONLY AFTER THE REVISED DESIGN RESOLVES THE BOUNDARY VIOLATION AND THE USER APPROVES IT.

Workflow

  1. Identify the user-visible outcome, owning primitive, real caller, and affected lifecycle. Inspect the diff and existing docs/flows/ before choosing docs.
  2. Implement the smallest complete change through the owning contract. Preserve the repository's authorization, state, and ownership invariants.
  3. Apply the flow-doc trigger below. For a qualifying change, read the workflow and update the existing behavior flow in the same change. Use the template only when no existing document owns that flow. Use $mermaid-diagrams for diagram semantics. For these flow docs, override its notation defaults: start the Mermaid block with graph TD, omit Mermaid YAML frontmatter, and retain this workflow's required sections so the bundled validator accepts it.
  4. Use $technical-writing when creating, editing, or reviewing documentation. Update affected current references, guides, and navigation. Preserve historical specs and user-owned Manual Notes. Do not create a second source of truth.
  5. Use $enterprise-testing to select proportional checks and satisfy repository integration requirements for new functionality. For instruction-only changes, check docs, links, skill resources, and any bundled executable; do not run product runtime suites solely for prose. Never run npm run precommit.
  6. When publication is authorized, follow the fork PR policy. Default new PRs to the requesting user's fork, even with upstream write access. Preserve existing user instructions and authorized maintainer workflows that select upstream topic branches. Verify identity, repository URLs, and the push destination; do not assume origin is the fork or rename existing remotes. Preserve the head repository and branch when updating an assigned existing PR. Use the verified upstream base for branch comparisons and reviews. Keep fork PRs editable by maintainers as described in the contribution policy.
  7. Report changed behavior, the flow updated (or a short reason none is needed), checks run, and remaining verification gaps. Do not equate a structural doc check with proof of runtime behavior.
Show full SKILL.md (260 more words)Show less

When a flow doc is required

A change is non-trivial when it adds or materially changes a runtime path, state transition, ownership or authorization boundary, persistence behavior, external integration, asynchronous handoff, or consequential decision/failure handling. This includes fixes and refactors that change how these work even if an API signature stays the same. Size and line count do not decide the trigger: a one-line authorization or retry-policy change can qualify.

Create or update a source-backed flow doc for every such change. Cover the changed path and its meaningful boundaries, not every touched file. Prefer a focused update to an existing behavior-named document under docs/flows/; create a new one only for a distinct runtime flow without an existing owner. Link adjacent phases instead of duplicating their traces.

Typos, formatting, copy/link corrections, comment-only edits, behavior-preserving local renames, and test-only or instruction-only maintenance do not require a new flow doc when they leave the documented lifecycle accurate. Correct stale source pointers or flow claims if those edits invalidate them. An explicit request for a flow doc still applies. Do not manufacture runtime documentation for an instruction change merely to satisfy this skill.

Resources and validation

  • Flow workflow: source gathering, sections, preservation, provenance, and the required validator command.
  • Flow template: scaffold for new flow docs.
  • Validator: portable structural checks using Python 3.10+ and only its standard library; no package installation needed.

Flow guidance and validator are adapted from Specy 2.0.0. The repository owns this adaptation; it has no dependency on personal skills, memory stores, or session lookup tools. See the developer-skills catalog for provenance.

© openclaw, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

SKILL.md and 3 other files (scripts, references) in .agents/skills/local-dev of openclaw/openclaw-enterprise.

  • SKILL.md
  • references/flow-doc/template.md
  • references/flow-doc/workflow.md
  • scripts/validate_flow_doc.py

Open the folder on GitHubat commit 96faf10

Compare with similar skills

Local Dev 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.

Local Dev compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Local Dev this skillopenclaw/openclaw-enterprise359—~1.7kAutomated safety check: PassMIT
MCP Developmentcoollabsio/coolify63k1 repos~949Automated safety check: PassMIT
Game Developmentsickn33/agentic-awesome-skills47k1 repos~1.3kAutomated safety check: PassMIT
Twenty App Entity Developmenttwentyhq/twenty58k—~1.8kAutomated safety check: PassCustom licence
Developmentccusage/ccusage19k—~433Automated safety check: PassCustom licence
Frontend DevelopmentOpenHands/OpenHands90k—~324Automated safety check: PassMIT

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  • Design Review

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Questions about Local Dev

What does Local Dev do?

Develop OpenClaw Enterprise changes with proportional verification and source-backed flow documentation for non-trivial behavior. Local Dev is an agent skill from openclaw/openclaw-enterprise. Develop OpenClaw Enterprise changes with proportional verification and source-backed flow documentation for non-trivial behavior.

How do I install Local Dev in Claude Code?

Run `npx skills add openclaw/openclaw-enterprise --skill local-dev -a claude-code`. Or copy the skill folder (.agents/skills/local-dev in openclaw/openclaw-enterprise) into .claude/skills/local-dev in your project. Claude Code loads it when a task matches its description.

How do I install Local Dev in Codex?

Run `npx skills add openclaw/openclaw-enterprise --skill local-dev -a codex`. Or copy the skill folder (.agents/skills/local-dev in openclaw/openclaw-enterprise) into .agents/skills/local-dev in your project. Codex loads it when a task matches its description.

Can I use Local Dev 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 openclaw/openclaw-enterprise --skill local-dev -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/local-dev, .gemini/skills/local-dev, .github/skills/local-dev and .opencode/skills/local-dev in your project.

What does Local Dev need to run?

Going by SKILL.md and its folder, Local Dev needs Python for the scripts in its folder and the command-line tools its instructions call (npm). Our summary lists: Python 3.

Does Local Dev access the network?

SKILL.md contains no URLs. Its commands use npm, which can reach the network depending on how they are called. This is read from the text; nothing was executed.

Is Local Dev 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. The check reads SKILL.md only: the scripts in the folder are not scanned, so read them before running anything.

What licence does Local Dev use?

Local Dev is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Local Dev use?

About 1.7k tokens (SKILL.md is roughly 6.6k 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 1.9k tokens, read only when the agent opens those files.

What are the alternatives to Local Dev?

Skills that share tags, products or a category with Local Dev: MCP Development (coollabsio/coolify, 63k stars), Game Development (sickn33/agentic-awesome-skills, 47k stars), Twenty App Entity Development (twentyhq/twenty, 58k stars) and Development (ccusage/ccusage, 19k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Local Dev?

openclaw (a GitHub organization) maintains it in openclaw/openclaw-enterprise, which has 359 GitHub stars. The repository holds 9 skills in this directory. The repository was last updated on October 7, 2026.

Source: openclaw/openclaw-enterprise on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.