Agent skill

Scaffold

by ambient-code in ambient-code/platform

Generate the complete file set for a new integration, endpoint, or feature flag following established project patterns.

MITAuto-check passedBackend & APIs

Install Scaffold

skills CLI
$ npx skills add ambient-code/platform --skill scaffold -a claude-code

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

GitHub CLI
$ gh skill install ambient-code/platform scaffold --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/ambient-code/platform.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/scaffold .claude/skills/scaffold && 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
scaffold
GitHub stars
131
Token cost
~1.3k tokens
SKILL.md length
312 words
Files
2
Skills in repo
18
Repo updated
First seen
Licence
MIT

At a glance

Generate the complete file set for a new integration, endpoint, or feature flag following established project patterns.

  • Adding a new integration (like Jira
  • SKILL.md covers Usage, User Input, Integration Scaffold and Endpoint Scaffold, plus 1 more section
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
  • Creating a new API endpoint with full stack

What it does

Scaffold is an agent skill from ambient-code/platform. Generate the complete file set for a new integration, endpoint, or feature flag following established project patterns. Use when adding a new integration (like Jira, CodeRabbit, Google Drive), creating a new API endpoint with full stack, or setting up a new feature flag. Triggers on: "new integration", "add an integration", "scaffold", "create endpoint", "add a new provider", "wire up a new service". Always includes a feature flag. Follows the Jira integration pattern.

Its SKILL.md is about 1.3k tokens, which your agent loads only when the skill is triggered. The skill folder holds 2 other files (for example `evals/evals.json`).

It sits in Backend & APIs, covering Third-party API integration, Project scaffolding and REST APIs. It works with Jira and Google Drive. The repository describes itself as: Vision/Mission https://ambient-code.ai : Virtual team management and collaboration platform. User guides: https://ambient-code.github.io/platform/. The licence is MIT.

When your agent uses it

  • Adding a new integration (like Jira
  • Creating a new API endpoint with full stack
  • Setting up a new feature flag
  • : new integration

Example prompts

  • “new integration”
  • “add an integration”
  • “scaffold”
  • “/scaffold”

What it can do on your machine

Read from SKILL.md and the folder at commit 57e8af8. 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

    No scripts in the folder and no shell commands in SKILL.md (its code samples are bash, go and typescript).

    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

Scaffold loads about 1.3k tokens when it runs. Until then it costs about 121 tokens; SKILL.md has 312 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~121
When it runs · the whole SKILL.md, loaded when a task matches
~1.3k

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

The full file from ambient-code/platform at commit 57e8af8, republished under its MIT licence (© ambient-code). 312 words, ~1,252 tokens.

Download SKILL.mdSave it as .claude/skills/scaffold/SKILL.md (or your agent's skills folder). This skill also uses 1 other file; get the full folder from GitHub.
name
scaffold
description
Generate the complete file set for a new integration, endpoint, or feature flag following established project patterns. Use when adding a new integration (like Jira, CodeRabbit, Google Drive), creating a new API endpoint with full stack, or setting up a new feature flag. Triggers on: "new integration", "add an integration", "scaffold", "create endpoint", "add a new provider", "wire up a new service". Always includes a feature flag. Follows the Jira integration pattern.

Scaffold

Generate the complete file set for a new integration, endpoint, or feature flag.

Usage

bash
/scaffold integration <name>    # Full integration scaffold
/scaffold endpoint <name>       # API endpoint scaffold
/scaffold feature-flag <name>   # Feature flag scaffold (delegates to /unleash-flag)

User Input

text
$ARGUMENTS

Parse the scaffold type and name from $ARGUMENTS. If ambiguous, ask the user.

Integration Scaffold

Based on the established integration pattern (Jira, CodeRabbit, Google Drive), generate the full file set.

Backend Files
FilePurposeTemplate
components/backend/handlers/{provider}_auth.goAuth handlers + K8s Secret CRUDFollow jira_auth.go pattern
components/backend/handlers/integration_validation.goAdd validation + test endpointAdd Validate{Provider} function
components/backend/handlers/integrations_status.goAdd to unified statusAdd provider to status aggregation
components/backend/handlers/runtime_credentials.goSession credential fetch with RBACAdd fetch{Provider}Credentials
components/backend/routes.goRegister endpointsAdd route group with auth middleware
Frontend Files
FilePurposeTemplate
components/frontend/src/components/integrations/{provider}-connection-card.tsxIntegration card UIFollow existing integration card (e.g., Jira)
components/frontend/src/services/api/{provider}-auth.tsAPI clientFollow existing auth service pattern
components/frontend/src/services/queries/use-{provider}.tsReact Query hooksFollow existing query hook pattern
components/frontend/src/app/api/auth/{provider}/route.tsNext.js proxy routeFollow existing auth proxy
components/frontend/src/components/integrations/IntegrationsClient.tsxAdd card importUpdate imports + render
components/frontend/src/components/integrations/integrations-panel.tsxAdd to panelUpdate panel

Note: Before scaffolding, verify the reference files exist by checking components/frontend/src/components/integrations/ and components/frontend/src/services/. File names may differ from examples above.

Runner Files
FilePurposeTemplate
components/runners/ambient-runner/src/auth.pyAdd fetch_{provider}_credentials()Follow fetch_jira_credentials pattern
Feature Flag
FilePurpose
components/manifests/base/core/flags.jsonAdd integration.{provider}.enabled
Checklist

After scaffolding, verify:

  • All backend handlers use GetK8sClientsForRequest for user operations
  • Credentials stored in K8s Secret with OwnerReferences
  • Frontend uses React Query hooks (no manual fetch)
  • Frontend uses Shadcn UI components
  • Feature flag gates the integration card
  • Tests mock the feature flag hook
  • Runner credential fetch is added to populate_runtime_credentials()

Endpoint Scaffold

For adding a new API endpoint with full-stack support.

Files to Create/Modify
LayerFileAction
Backend handlercomponents/backend/handlers/{resource}.goCreate
Backend routescomponents/backend/routes.goAdd routes
Backend typescomponents/backend/types/{resource}.goCreate if needed
Frontend APIcomponents/frontend/src/services/api/{resource}.tsCreate
Frontend queriescomponents/frontend/src/services/queries/{resource}.tsCreate
Frontend proxycomponents/frontend/src/app/api/{resource}/route.tsCreate
Backend Handler Template
go
func List{Resource}(c *gin.Context) {
    projectName := c.Param("projectName")

    reqK8s, reqDyn := GetK8sClientsForRequest(c)
    if reqK8s == nil || reqDyn == nil {
        c.JSON(http.StatusUnauthorized, gin.H{"error": "Invalid or missing token"})
        return
    }

    // RBAC check
    // List operation with reqDyn
    // Return response
}
Frontend Query Template
typescript
export function use{Resource}(projectName: string) {
  return useQuery({
    queryKey: ["{resource}", projectName],
    queryFn: () => {resource}Api.list(projectName),
  })
}

Feature Flag Scaffold

Delegates to the /unleash-flag skill for the full feature flag workflow.

Run /unleash-flag with the flag name and follow its checklist.

© ambient-code, 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 1 other file in skills/scaffold of ambient-code/platform.

  • SKILL.md
  • evals/evals.json

Open the folder on GitHubat commit 57e8af8

Compare with similar skills

Scaffold 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.

Scaffold compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Scaffold this skillambient-code/platform131—~1.3kAutomated safety check: PassMIT
ToolJet Marketplace Plugin BuilderToolJet/ToolJet41k—~2.1kAutomated safety check: PassAGPL-3.0
OmniRoute Provider Managementdiegosouzapw/OmniRoute74k—~2.4kAutomated safety check: PassMIT
FastAPI Project Templateswshobson/agents40k12 repos~901Automated safety check: PassMIT
OpenAPI CLI CallerEvilFreelancer/openapi-to-cli265—~879Automated safety check: PassMIT
Issue Read Jiratelerik/JustMockLite167—~481Automated safety check: PassCustom licence

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Categories

Questions about Scaffold

What does Scaffold do?

Generate the complete file set for a new integration, endpoint, or feature flag following established project patterns. Scaffold is an agent skill from ambient-code/platform. Generate the complete file set for a new integration, endpoint, or feature flag following established project patterns.

When should I use Scaffold?

Scaffold fits situations like: adding a new integration (like Jira; creating a new API endpoint with full stack; setting up a new feature flag; : new integration.

How do I install Scaffold in Claude Code?

Run `npx skills add ambient-code/platform --skill scaffold -a claude-code`. Or copy the skill folder (skills/scaffold in ambient-code/platform) into .claude/skills/scaffold in your project. Claude Code loads it when a task matches its description.

How do I install Scaffold in Codex?

Run `npx skills add ambient-code/platform --skill scaffold -a codex`. Or copy the skill folder (skills/scaffold in ambient-code/platform) into .agents/skills/scaffold in your project. Codex loads it when a task matches its description.

Can I use Scaffold 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 ambient-code/platform --skill scaffold -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/scaffold, .gemini/skills/scaffold, .github/skills/scaffold and .opencode/skills/scaffold in your project.

What does Scaffold need to run?

SKILL.md names no scripts, command-line tools or credentials: Scaffold is instructions for the agent only.

Does Scaffold 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 Scaffold 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 Scaffold use?

Scaffold 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 Scaffold use?

About 1.3k tokens (SKILL.md is roughly 5k 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 Scaffold?

Skills that share tags, products or a category with Scaffold: ToolJet Marketplace Plugin Builder (ToolJet/ToolJet, 41k stars), OmniRoute Provider Management (diegosouzapw/OmniRoute, 74k stars), FastAPI Project Templates (wshobson/agents, 40k stars) and OpenAPI CLI Caller (EvilFreelancer/openapi-to-cli, 265 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Scaffold?

ambient-code (a GitHub organization) maintains it in ambient-code/platform, which has 131 GitHub stars. The repository holds 18 skills in this directory. The repository was last updated on October 7, 2026.

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