Remote API Development
FNOSP/FlyNarwhal
A skill your agent uses when adding, modifying, or refactoring any remote/HTTP API call in this Flutter project.
A full development pipeline where an agent team collaborates to develop fullstack web apps through requirements analysis, design, frontend, backend, testing, and deployment.
$ npx skills add revfactory/harness-100 --skill fullstack-webapp -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install revfactory/harness-100 fullstack-webapp --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/revfactory/harness-100.git skills-src && mkdir -p .claude/skills && cp -r skills-src/en/16-fullstack-webapp/.claude/skills/fullstack-webapp .claude/skills/fullstack-webapp && 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 "fullstack-webapp" agent skill from https://github.com/revfactory/harness-100/tree/main/en/16-fullstack-webapp/.claude/skills/fullstack-webapp into .claude/skills/fullstack-webapp/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "fullstack-webapp", 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/revfactory/harness-100/tree/main/en/16-fullstack-webapp/.claude/skills/fullstack-webappType 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 revfactory/harness-100 --skill fullstack-webapp -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install revfactory/harness-100 fullstack-webapp --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/revfactory/harness-100.git skills-src && mkdir -p .agents/skills && cp -r skills-src/en/16-fullstack-webapp/.claude/skills/fullstack-webapp .agents/skills/fullstack-webapp && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "fullstack-webapp" agent skill from https://github.com/revfactory/harness-100/tree/main/en/16-fullstack-webapp/.claude/skills/fullstack-webapp into .agents/skills/fullstack-webapp/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "fullstack-webapp", 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 revfactory/harness-100 --skill fullstack-webapp -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install revfactory/harness-100 fullstack-webapp --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/revfactory/harness-100.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/en/16-fullstack-webapp/.claude/skills/fullstack-webapp .cursor/skills/fullstack-webapp && 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 "fullstack-webapp" agent skill from https://github.com/revfactory/harness-100/tree/main/en/16-fullstack-webapp/.claude/skills/fullstack-webapp into .cursor/skills/fullstack-webapp/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "fullstack-webapp", 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/revfactory/harness-100.git --path en/16-fullstack-webapp/.claude/skills/fullstack-webapp--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 revfactory/harness-100 --skill fullstack-webapp -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install revfactory/harness-100 fullstack-webapp --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/revfactory/harness-100.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/en/16-fullstack-webapp/.claude/skills/fullstack-webapp .gemini/skills/fullstack-webapp && 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 "fullstack-webapp" agent skill from https://github.com/revfactory/harness-100/tree/main/en/16-fullstack-webapp/.claude/skills/fullstack-webapp into .gemini/skills/fullstack-webapp/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "fullstack-webapp", 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 revfactory/harness-100 fullstack-webappInstalls 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 revfactory/harness-100 --skill fullstack-webapp -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/revfactory/harness-100.git skills-src && mkdir -p .github/skills && cp -r skills-src/en/16-fullstack-webapp/.claude/skills/fullstack-webapp .github/skills/fullstack-webapp && 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 "fullstack-webapp" agent skill from https://github.com/revfactory/harness-100/tree/main/en/16-fullstack-webapp/.claude/skills/fullstack-webapp into .github/skills/fullstack-webapp/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "fullstack-webapp", 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 revfactory/harness-100 --skill fullstack-webapp -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install revfactory/harness-100 fullstack-webapp --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/revfactory/harness-100.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/en/16-fullstack-webapp/.claude/skills/fullstack-webapp .opencode/skills/fullstack-webapp && 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 "fullstack-webapp" agent skill from https://github.com/revfactory/harness-100/tree/main/en/16-fullstack-webapp/.claude/skills/fullstack-webapp into .opencode/skills/fullstack-webapp/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "fullstack-webapp", 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.
fullstack-webappA full development pipeline where an agent team collaborates to develop fullstack web apps through requirements analysis, design, frontend, backend, testing, and deployment.
Fullstack Webapp is an agent skill from revfactory/harness-100. A full development pipeline where an agent team collaborates to develop fullstack web apps through requirements analysis, design, frontend, backend, testing, and deployment. Use this skill for requests like 'build me a web app', 'web service development', 'SaaS development', 'CRUD app', 'build a dashboard', 'admin page', 'signup/login feature', 'REST API development', 'fullstack project', 'Next.js app', and other general web application development. Also supports feature additions and refactoring for existing…
Its SKILL.md is about 1.8k 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 Mobile, covering Cross-platform mobile apps, Fine-tuning and Game development. It works with Next.js, Flutter and React Native. The licence is Apache-2.0.
3 steps, taken from the step headings in SKILL.md.
Read from SKILL.md and the folder at commit 8e8d35c. 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.
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.
Fullstack Webapp loads about 1.8k tokens when it runs. Until then it costs about 172 tokens; SKILL.md has 729 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 revfactory/harness-100 at commit 8e8d35c, republished under its Apache-2.0 licence (© revfactory). 729 words, ~1,816 tokens.
.claude/skills/fullstack-webapp/SKILL.md (or your agent's skills folder).An agent team collaborates to develop web apps through the pipeline of requirements → design → frontend → backend → testing → deployment.
Agent Team — 5 agents communicate directly via SendMessage and cross-verify.
| Agent | File | Role | Type |
|---|---|---|---|
| architect | .claude/agents/architect.md | Requirements, architecture, DB, API design | general-purpose |
| frontend-dev | .claude/agents/frontend-dev.md | React/Next.js frontend implementation | general-purpose |
| backend-dev | .claude/agents/backend-dev.md | API, DB, auth, business logic | general-purpose |
| qa-engineer | .claude/agents/qa-engineer.md | Test strategy, test code, code review | general-purpose |
| devops-engineer | .claude/agents/devops-engineer.md | CI/CD, infrastructure, deployment, monitoring | general-purpose |
_workspace/ directory at the project root_workspace/00_input.mdAssemble the team and assign tasks. Task dependencies are as follows:
| Order | Task | Owner | Dependencies | Deliverables |
|---|---|---|---|---|
| 1 | Architecture Design | architect | None | 01_architecture.md, 02_api_spec.md, 03_db_schema.md |
| 2a | Frontend Development | frontend | Task 1 | src/ frontend code |
| 2b | Backend Development | backend | Task 1 | src/ backend code |
| 2c | Deployment Setup | devops | Task 1 | 05_deploy_guide.md, CI/CD config |
| 3 | Testing & Review | qa | Tasks 2a, 2b | 04_test_plan.md, 06_review_report.md, test code |
Tasks 2a (frontend), 2b (backend), and 2c (DevOps) run in parallel. All depend only on Task 1 (design).
Inter-team Communication Flow:
Organize final deliverables based on the QA review:
_workspace/01_architecture.md_workspace/02_api_spec.md_workspace/03_db_schema.md_workspace/04_test_plan.md_workspace/05_deploy_guide.md_workspace/06_review_report.mdsrc/ directoryAdjust the agents deployed based on the scope of the user's request:
| Request Pattern | Execution Mode | Deployed Agents |
|---|---|---|
| "Build me a web app", "fullstack development" | Full Pipeline | All 5 |
| "Just build the API" | Backend Mode | architect + backend + qa |
| "Just build the frontend" (API exists) | Frontend Mode | architect + frontend + qa |
| "Refactor this code" | Refactoring Mode | architect + relevant developer + qa |
| "Just set up deployment" | DevOps Mode | devops alone |
Leveraging Existing Code: If the user provides existing code, the architect analyzes it to identify extension points and deploys only the necessary agents.
| Strategy | Method | Purpose |
|---|---|---|
| File-based | _workspace/ + src/ | Design documents + source code |
| Message-based | SendMessage | API integration issues, code review, fix requests |
| Task-based | TaskCreate/TaskUpdate | Progress tracking, dependency management |
| Error Type | Strategy |
|---|---|
| Ambiguous requirements | Apply the most common CRUD pattern, document assumptions |
| Unspecified tech stack | Apply default stack by scale (MVP: Next.js + SQLite) |
| Build errors | Analyze error logs → relevant developer fixes → QA re-verifies |
| Agent failure | Retry once → proceed without that deliverable if failed, note in review |
| 🔴 found in review | Request fix from relevant developer → rework → re-verify (max 2 rounds) |
Prompt: "Build me a to-do management web app. I need signup/login, to-do CRUD, and category classification features." Expected Result:
Prompt: "Add payment functionality to this Next.js project" + existing code Expected Result:
Prompt: "Build me a simple web app" Expected Result:
Extension skills that enhance each agent's domain expertise:
| Skill | Target Agent | Role |
|---|---|---|
component-patterns | frontend-dev | React/Next.js component patterns, state management strategies, folder structure |
api-security-checklist | backend-dev | OWASP Top 10, auth patterns, security headers, Rate Limiting |
© revfactory, Apache-2.0. 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 en/16-fullstack-webapp/.claude/skills/fullstack-webapp of revfactory/harness-100.
Open the folder on GitHubat commit 8e8d35c
Fullstack Webapp 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 |
|---|---|---|---|---|---|---|
| Fullstack Webapp this skillrevfactory/harness-100 | 1.3k | — | ~1.8k | Automated safety check: Pass | Apache-2.0 | |
| Remote API DevelopmentFNOSP/FlyNarwhal | 495 | — | ~1.3k | Automated safety check: Pass | MIT | |
| Amplify Workflowawslabs/agent-plugins | 912 | — | ~3.2k | Automated safety check: Pass | Apache-2.0 | |
| AWS Amplifyaws/agent-toolkit-for-aws | 2.8k | — | ~3.9k | Automated safety check: Pass | Apache-2.0 | |
| React Nativeericrisco/rsc-harness | 156 | — | ~3k | Automated safety check: Pass | MIT | |
| Frontend Designavibebuilder/claude-prime | 120 | — | ~2.1k | Automated safety check: Pass | MIT |
FNOSP/FlyNarwhal
A skill your agent uses when adding, modifying, or refactoring any remote/HTTP API call in this Flutter project.
awslabs/agent-plugins
Build and deploy full-stack web and mobile apps with AWS Amplify Gen2 (TypeScript code-first).
aws/agent-toolkit-for-aws
Build and deploy full-stack web and mobile apps with AWS Amplify Gen2 (TypeScript code-first).
ericrisco/rsc-harness
A skill your agent uses when writing the JS/TS inside a React Native or Expo app — screens, Expo Router navigation, lists, Reanimated gestures, platform forks, offline state, native modules — or…
avibebuilder/claude-prime
Builds distinctive, production-grade UIs that avoid generic AI aesthetics.
VeryGoodOpenSource/vgv-ai-flutter-plugin
VGV layered monorepo architecture in Flutter: four layers Data, Repository, Business Logic, and Presentation, unidirectional dependency rules, and model transformation across layers.
revfactory/harness-100
A skill for analyzing website anti-bot defense mechanisms and developing legitimate evasion strategies.
revfactory/harness-100
Reference for designing how an API reports failures: structured error codes, response shapes, client-friendly messages, an error catalog and retry or fallback advice.
revfactory/harness-100
Walks a backend-dev agent through OWASP API Top 10 checks, authentication and authorization patterns, and defense code during API design.
revfactory/harness-100
Methodology for systematically designing and generating CLI tool argument parser structures.
revfactory/harness-100
Audience segmentation skill used by the analyst and curator agents.
revfactory/harness-100
Audio storytelling skill used by the podcast scriptwriter and show note editor.
Works with
Categories
A full development pipeline where an agent team collaborates to develop fullstack web apps through requirements analysis, design, frontend, backend, testing, and deployment. Fullstack Webapp is an agent skill from revfactory/harness-100. A full development pipeline where an agent team collaborates to develop fullstack web apps through requirements analysis, design, frontend, backend, testing, and deployment.
Fullstack Webapp fits situations like: requests like build me a web app; web service development; saaS development; build a dashboard.
Run `npx skills add revfactory/harness-100 --skill fullstack-webapp -a claude-code`. Or copy the skill folder (en/16-fullstack-webapp/.claude/skills/fullstack-webapp in revfactory/harness-100) into .claude/skills/fullstack-webapp in your project. Claude Code loads it when a task matches its description.
Run `npx skills add revfactory/harness-100 --skill fullstack-webapp -a codex`. Or copy the skill folder (en/16-fullstack-webapp/.claude/skills/fullstack-webapp in revfactory/harness-100) into .agents/skills/fullstack-webapp 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 revfactory/harness-100 --skill fullstack-webapp -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/fullstack-webapp, .gemini/skills/fullstack-webapp, .github/skills/fullstack-webapp and .opencode/skills/fullstack-webapp in your project.
SKILL.md names no scripts, command-line tools or credentials: Fullstack Webapp is instructions for the agent only. Our summary lists: Docker.
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.
Fullstack Webapp is published under the Apache-2.0 licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 1.8k tokens (SKILL.md is roughly 7.3k 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 Fullstack Webapp: Remote API Development (FNOSP/FlyNarwhal, 495 stars), Amplify Workflow (awslabs/agent-plugins, 912 stars), AWS Amplify (aws/agent-toolkit-for-aws, 2.8k stars) and React Native (ericrisco/rsc-harness, 156 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
revfactory (a GitHub user) maintains it in revfactory/harness-100, which has 1,290 GitHub stars. The repository holds 464 skills in this directory. The repository was last updated on March 22, 2026.
Source: revfactory/harness-100 on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.