integrate-api
Orchestrate a complete frontend API integration from contract analysis through service implementation, component wiring, state review, contract QA, tests, and…
Skill by korefs
Chalk Labs
Need help deploying integrate-api?
Chalk Labs sets up agents like this inside real teams: connected to your tools, tested on your data, with a human in the loop where it matters.
Install
Works with Claude Code, Claude apps, Codex, Cursor, Gemini CLI, GitHub Copilot, VS Code, OpenCode, Goose, Windsurf. Read the repository before you give any tool access to your data.
npx agentmarket install skill/korefs-integrate-api
Asks which of your tools to add it to (Claude Code, Codex, Cursor, VS Code, Windsurf, Gemini CLI, Claude Desktop) and shows the change first. See https://agentmart.dev/cli.
Get the weekly diff
The weekly diff: one email a week with new agent tools, notable updates and grade changes, plus security alerts for tools you follow. Double opt-in, one-click unsubscribe.
About
Use cases: documents, frontend, backend, testing
Reviews
Write a reviewNo reviews yet. Installed it? Reviews come from verified installers only. How reviews work
Permissions
What this skill can do and what it asks for, from its SKILL.md. Checked Oct 25, 2026.
- Tools
- No tools found
- Secrets
- None asked for
- Install scripts
- None found
Network hosts it talks to 1
codeload.github.com· found in install command
Files it touches
~/.claude/skills/integrate-api
What's inside
- Skill name
integrate-api- Description
- Orchestrate a complete frontend API integration from contract analysis through service implementation, component wiring, state review, contract QA, tests, and integration QA.
- License
- MIT
- Instructions
- 29 lines in SKILL.md · view on GitHub
Files (2)
- SKILL.md
- openai.yaml · agents/
SKILL.md (first lines)
# Integrate API Orchestrate a complete frontend-to-backend integration workflow. ## Inputs Expect a Swagger/OpenAPI source, relevant routes/endpoints, target frontend components, and optionally a reference service. ## Workflow 1. Analyze contract methods, routes, requests, responses, errors, and auth. 2. Inspect the codebase for existing services, equivalent endpoints, API clients, interceptors, models, error handling, state conventions, and supplied references. 3. Implement or update the service layer and required types using repository conventions. 4. Wire target components without redesigning them. 5. Review loading, success, errors, duplicate submissions, lifecycle, and edge cases. 6. Run contract QA against the final implementation. 7. Add or update focused tests where practical. 8. Trace or execute the end-to-end frontend-to-service flow. 9. Perform regression checks on shared services, interceptors, auth state, or reusable components touched by the change. ## Rules Prefer existing code over parallel implementations. Do not invent contract behavior. Preserve the existing UI unless integration requires a state-related adjustment. Do not change unrelated endpoints. Keep architecture consistent with the repository. ## Output Report endpoints implemented, components wired, QA findings fixed, tests/validation run, and remaining limitations.
From korefs/skills, MIT.
More from korefs/skills
- 0.524score
pr-description
korefs
Generate a pull request title and description from the current branch changes relative to its likely base branch.
SkillBFreshness: BClaude Code +9 - 0.524score
blast-radius
korefs
Determine what code, behavior, consumers, tests, schemas, services, and integrations could be affected by changing a specified symbol, module, contract, or…
SkillBFreshness: BClaude Code +9 - 0.524score
checkpoint
korefs
Safely checkpoint the current work by reviewing changes, running relevant validation, checking for obvious secrets or debug leftovers, and creating a local…
SkillBFreshness: BClaude Code +9 - 0.524score
commit-message
korefs
Generate a Conventional Commit message from the repository's current changes.
SkillBFreshness: BClaude Code +9 - 0.524score
continue
korefs
Recover the current task from repository evidence and existing handoff/spec/TODO context, determine where prior work stopped, and continue with the next…
SkillBFreshness: BClaude Code +9 - 0.524score
handoff
korefs
Create a concise technical handoff that lets another Codex session or engineer continue the current work without rediscovering repository context.
SkillBFreshness: BClaude Code +9 - 0.524score
implement-spec
korefs
Implement an existing engineering specification end-to-end while preserving its requirements, following repository conventions, validating acceptance…
SkillBFreshness: BClaude Code +9 - 0.524score
minimal-fix
korefs
Fix a reported bug or narrowly scoped problem using the smallest reasonable code change.
SkillBFreshness: BClaude Code +9 - 0.521score
implement-design
korefs
Implement or update a frontend UI from provided visual references while preserving existing behavior and following repository styling conventions.
SkillBFreshness: BClaude Code +9 - 0.521score
implement-feature
korefs
Orchestrate a complete feature implementation across frontend design, API integration, QA, tests, regression review, and final ship readiness.
SkillBFreshness: BClaude Code +9 - 0.521score
contract-diff
korefs
Compare two OpenAPI or Swagger contract versions and summarize breaking, behavioral, and additive API changes relevant to the frontend.
SkillBFreshness: BClaude Code +9 - 0.521score
frontend-feature
korefs
Orchestrate a complete frontend design implementation workflow including implementation, responsive review, UI states, accessibility, QA, tests, and…
SkillBFreshness: BClaude Code +9
Signals
- Stars
- 0
- Forks
- 0
- Open issues
- 0
- Last commit (this folder)
- Sep 20, 2026 (1 month ago)
From GitHub (fetched Oct 24, 2026).
Details
- License
- MIT
- Repository
- github.com/korefs/skills
- First seen
- Oct 24, 2026
- Last checked
- Oct 24, 2026
- Source
- GitHubgithub-graphql
More from korefs
- 0.524score
commit-message
korefs
Generate a Conventional Commit message from the repository's current changes.
SkillBFreshness: BClaude Code +9 - 0.524score
handoff
korefs
Create a concise technical handoff that lets another Codex session or engineer continue the current work without rediscovering repository context.
SkillBFreshness: BClaude Code +9 - 0.524score
blast-radius
korefs
Determine what code, behavior, consumers, tests, schemas, services, and integrations could be affected by changing a specified symbol, module, contract, or…
SkillBFreshness: BClaude Code +9 - 0.524score
checkpoint
korefs
Safely checkpoint the current work by reviewing changes, running relevant validation, checking for obvious secrets or debug leftovers, and creating a local…
SkillBFreshness: BClaude Code +9 - 0.524score
continue
korefs
Recover the current task from repository evidence and existing handoff/spec/TODO context, determine where prior work stopped, and continue with the next…
SkillBFreshness: BClaude Code +9 - 0.524score
implement-spec
korefs
Implement an existing engineering specification end-to-end while preserving its requirements, following repository conventions, validating acceptance…
SkillBFreshness: BClaude Code +9
Done for you
Rather not set it up yourself?
Chalk Labs scopes, builds and runs agents for your team: the task audit, the eval harness, the integrations and the weekly ops report. Fixed scope, priced before we start.
See how we build AI agents →Read the case studies
Chalk Labs is a two-founder AI and growth studio. We build AI agents, CRMs and MVPs for Web3 and AI companies, and have shipped 50+ product and token launches.
- launches shipped
- 50+
- launches shipped
- media placements
- 500+
- media placements
- founders on every account
- 2
- founders on every account
Press we've placed: Forbes · CoinDesk · Decrypt · Cointelegraph · The Block
Rahil Jain, Co-founder, Chalk Labs. Ex-Goldman Sachs engineer. You talk to the person who builds it.
Get integrate-api running in your business
Tell us what you want to automate. A founder replies within one working day with a plan, not a pitch deck.
Cite this page
integrate-api skill. Agent Mart. https://agentmart.dev/skills/korefs-integrate-api (last updated 2026-10-24)