Star200+

Reverse API Engineer

REVIEW · 71
Community indexed

The agent that turns websites into APIs!

Downloads0
Stars879
Version1.0.0
Quality81/100 · Strong
Trust71/100 · Sandbox only
Audit85/100 · Safe to try

Supply asset profile

Coding and developer agents

Code review, repo analysis, testing, CI, GitHub, DevOps, and developer workflow skills.

Browse track

Scenario

Coding agents

I need a coding agent that can understand a repository, edit code, and review pull requests.

Agent fit

Claude Code + Browser agents + CLI

Codex, Claude Code, Cursor, CLI, or custom agents.

Install

Ready

npx skills add kalil0321/reverse-api-engineer

Maintenance

fresh

28d since push

Risk

Safe to try

Quality score needs review

GitHub quality

879

81/100 Quality · 79/100 Trust

Coverage tags

CodingCoding agentsbrowser-automationbrowsertesting

Review notes

Quality score needs review · Documentation summary is thin

Agent adoption scorecard

Trust, audit, and install readiness at a glance

These scores combine public repository metadata, OpenAgentSkill review signals, maintenance freshness, and install readiness. They are a shortlist signal, not a replacement for human review.

Quality

Strong
81

Solid option that is likely worth shortlisting for production workflows.

Trust

Sandbox only
71

Useful candidate with missing or mixed trust signals. Keep it in an isolated workspace until the outcome loop proves task fit.

Audit

Safe to try
85

A machine-readable review of install readiness, security metadata, maintenance, and adoption risk.

OpenAgentSkill Trust Score v5

Human review before install

Run only in a sandbox and compare close alternatives before using it for real work.

PythonPlaywrightCodexClaude CodeCursor

Stars

879 GitHub stars

Repo activity

879 stars, 79 forks

Maintenance

28d since push

License

MIT

Install

npx skills add kalil0321/reverse-api-engineer

Install safety

standard package or runtime install path

Permission surface

network or browser access

Agent outcomes

No agent outcome data yet

Docs

Thin public metadata

Risk summary

Review before production

  • Quality score needs review
  • Documentation summary is thin
  • README/SKILL.md completeness: Public metadata needs stronger README/SKILL.md context

Install readiness

Install path available

  • Install path is available
  • Repository evidence is available
  • License is declared
  • No Agent Proven outcome evidence yet

Agent-readable metadata

Machine-readable decision data for this skill.

Use this block or the embedded JSON to decide whether an agent should install this skill, choose an alternative, or ask for human review first.

Open JSON

Suited tasks

  • Coding agents workflows
  • Claude Code teams
  • teams that value GitHub adoption signals
  • Inspect source files

Suited agents

PythonPlaywrightCodexClaude CodeCursorOpenAgentSkill CLIBrowser agentsCLI

Install decision

Command
npx skills add kalil0321/reverse-api-engineer
Policy
review
Human review
yes

Trust and risk

Trust
71/100
Audit
85/100
Risk level
Safe to try

Outcome loop

Endpoint
/api/agent/outcome
Event ID
resolve
Outcomes
5

Install command

npx skills add kalil0321/reverse-api-engineer
Public auditEval reportResolve APIInstall handoff

Do not use when

  • teams that need a vendor-supported SLA
  • high-compliance environments without internal security review
  • No major risk signals from current metadata
  • Quality score needs review
  • Documentation summary is thin

Alternative

Webapp Testing

165.9K Stars

npx skills add anthropics/skills --skill webapp-testing

Alternative

Playwright

91.3K Stars

npx skills add microsoft/playwright

Alternative

Playwright Browser Skill

24.4K Stars

npx skills add openai/skills --skill playwright

Alternative

Crawlee

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npx skills add apify/crawlee

Agent safety v2

69/100 · Review before install

Reviewedreview

Good audit and safety signals with no high-risk permission hints in public metadata.

Review the audit page, then allow agent install in a sandboxed workflow.

Resolve via API

medium

Browser automation

Skill may drive a browser or interact with web pages.

medium

Network access

Skill likely fetches remote pages, APIs, repositories, or external services.

  • Quality score needs review

Install targets

Install this skill in your agent workflow

Use the public install endpoint to fetch the command, safety checklist, target prompts, and canonical links for this skill.

skill install

OpenAgentSkill CLI

Use the registry command when your workflow supports the OpenAgentSkill installer.

$ npx skills add kalil0321/reverse-api-engineer

Agent resolve plan

Let an agent verify fit before installing.

The Resolve API returns the selected skill, alternatives, safety policy, audit notes, install target, and copy-paste prompt an agent can follow without scraping this page.

Open text plan

Open JSON

/api/agent/resolve?task=Use%20Reverse%20API%20Engineer%20for%20an%20agent%20workflow&agent=codex&max_risk=medium

Resolve text

/api/agent/resolve?task=Use%20Reverse%20API%20Engineer%20for%20an%20agent%20workflow&agent=codex&max_risk=medium&format=text

Install handoff

/api/skills/kalil0321-reverse-api-engineer/install

Agent should check

  • Task fit and alternatives from Resolve API.
  • Audit score, trust score, and safety policy warnings.
  • Install target compatibility for Codex, Claude Code, Cursor, or CLI.

Copy prompt

Task: Use Reverse API Engineer in this workspace.
Resolve first: https://www.openagentskill.com/api/agent/resolve?task=Use%20Reverse%20API%20Engineer%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Review install handoff: https://www.openagentskill.com/api/skills/kalil0321-reverse-api-engineer/install
Install command: npx skills add kalil0321/reverse-api-engineer
Before running it, summarize audit warnings, required permissions, and the fallback skill if install is risky.

Agent handoff

Give an agent the install path, not another directory page.

Use the public install endpoint to fetch the command, safety checklist, target prompts, and canonical links for this skill.

Open install API

Install handoff

/api/skills/kalil0321-reverse-api-engineer/install

LLM text format

/api/skills/kalil0321-reverse-api-engineer/install?format=text

Find alternatives

/api/skills/search?q=Reverse%20API%20Engineer&limit=3

Agent prompt

Use Reverse API Engineer for this task. Review https://www.openagentskill.com/api/skills/kalil0321-reverse-api-engineer/install, then install with: npx skills add kalil0321/reverse-api-engineer

Registry metadata

Agent-readable profile for automatic skill selection.

This page exposes the same decision, trust, audit, use-case, and install signals through the Registry API, so agents can rank this skill without scraping the UI.

Open manifest

Manifest

/api/registry/manifest/kalil0321-reverse-api-engineer

LLM text

/api/registry/manifest/kalil0321-reverse-api-engineer?format=text

Install alias

/api/registry/install/kalil0321-reverse-api-engineer

Recommend

/api/registry/recommend?task=Use%20Reverse%20API%20Engineer%20in%20an%20agent%20workflow&limit=3

Agent fit

96/100

Coding agents

Use-case tags

Coding agentsBrowser automationTesting and QA

Platforms

Python, Playwright, Claude Code, Browser agents

Audit report

Safe to try · 85/100

A machine-readable review of install readiness, security metadata, maintenance, and adoption risk.

View audit reportView eval report

Agent decision cockpit

Primary pick for Coding agents

Use this as a leading candidate, then validate the README and install path in your own agent stack.

96
Readiness
Adopt
Stage

Role in stack

Primary pick

Primary fit

Coding agents

Trust label

Production-ready

Install path

Command ready

Use when

  • Coding agents workflows
  • Claude Code teams
  • teams that value GitHub adoption signals

Evidence

  • 879 GitHub stars
  • recent repository activity
  • install command or GitHub repo available
  • 81/100 quality profile
  • 20 OpenAgentSkill engagement events

review first

  • No major risk signals from current metadata

Implementation path

  1. 1Install it in a sandbox agent and run one Coding agents task end to end.
  2. 2Compare output quality, latency, and failure behavior against at least one alternative.
  3. 3Promote it into production only after reviewing repository permissions, license, and maintenance signals.

Trust profile

Sandbox only

Useful candidate with missing or mixed trust signals. Keep it in an isolated workspace until the outcome loop proves task fit.

71
OpenAgentSkill Trust Score

GitHub adoption

INFO

879 GitHub stars

Stars/forks activity

INFO

879 stars, 79 forks; issue activity unavailable in current metadata

Recent maintenance

PASS

28d since push

License clarity

PASS

MIT

Good signals

  • AI review approved
  • Install path is available
  • Repository evidence is available
  • Recently maintained repository
  • Meaningful GitHub adoption signal
  • Install command has no obvious high-risk pattern
  • Outcome loop is ready but needs first real agent run

Review before install

  • Quality score needs review
  • Documentation summary is thin
  • README/SKILL.md completeness: Public metadata needs stronger README/SKILL.md context
  • No real agent outcome reports yet
  • Human review required before unattended installation

Recommended action

Run only in a sandbox and compare close alternatives before using it for real work.

Quality profile

Strong candidate for agent workflows

Solid option that is likely worth shortlisting for production workflows.

81
GitHub stars
879
Freshness
28d ago
Install ready
Yes
License
MIT

Workflow fit

Use this skill in these scenarios

Build and ship code

Coding agents

I need a coding agent that can understand a repository, edit code, and review pull requests.

Operate web apps

Browser automation

I need my agent to control a browser, fill forms, and verify web app workflows.

Verify behavior

Testing and QA

I need my agent to test a web app, reproduce bugs, and verify fixes.

Workflow fit

Add it to a complete workflow

Inspect, patch, and verify code

Coding review agent

A workflow for software agents that inspect repositories, review pull requests, generate tests, and turn findings into shippable patches.

Operate and verify web apps

Browser QA agent

A workflow for agents that navigate products, fill forms, take screenshots, and verify real user flows across web applications.

Scrape, clean, and reuse web data

Web data pipeline

A practical workflow for agents that crawl public pages, extract clean content, normalize data, and hand it to downstream research or RAG workflows.

Alternative shortlist

Compare before you install

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Overview

The agent that turns websites into APIs!

Imported by the skill-only GitHub discovery pipeline because it matches agent skill, automation, RAG, or developer-tool signals. Protocol-server projects are excluded from automated imports.

Platform compatibility

pythonFULL
playwrightFULL

Technical details

Version
1.0.0
License
MIT
Last updated
Jul 19, 2026
Published
Jun 5, 2026

Frameworks & tools

PythonPlaywright

Decision snapshot

Primary pick

96
Ready
Adopt
Stage

879 GitHub stars

Audit

Install review

Install and adoption review

85
Safe to try
Security
87/100
Maintenance
100/100
Install
92/100
Open full auditView eval report

Agent-proven evidence

Agent-proven evidence

Outcome reports after resolve, review, install, and one narrow run.

0
Proven
Needs first agent runAuto-install: review firstLast: Unknown
Success rate
—
Recent failure
—
Outcomes
0
Output quality
—
Failed
0
Not relevant
0
Installs
0
Risk blocked
0
Setup needed
0
Production
0

No agent outcome data yet. The first agent run can report success, setup needs, risk blocks, failure, or not-relevant through /api/agent/outcome.

Agent-Proven rankingOutcome contract

Install

Add to agent workflow

Free and open source. Review the report before installing into production agents.

Compare AlternativesAuto-resolve PlanView on GitHubDocumentation

Growth loop

Share kit

X

Scenario-led draft for Reverse API Engineer, ready for a manual X post.

Curator note
Before you hand an agent a web workflow, give it a repeatable starting point.

Reverse API Engineer: The agent that turns websites into APIs!

879 stars

https://www.openagentskill.com/skills/kalil0321-reverse-api-engineer?ref=x
Open X draft
Optional reply with install command
Listing + install path for Reverse API Engineer:
https://www.openagentskill.com/skills/kalil0321-reverse-api-engineer?ref=x

Install: npx skills add kalil0321/reverse-api-engineer
Open reply draft

Listing source

Community indexed

Claimable

This listing was indexed from public sources and is not marked official until a maintainer claim is approved.

Creator
kalil0321
Indexed by
OpenAgentSkill community index

Attribution links to the public repository or creator profile. Creators can claim the listing to update ownership signals.

Claim this skill

Owner claim

Claim this skill listing

This Community indexed listing is attributed to kalil0321 but is not marked official yet. Claim it to add a verified owner signal and make future launch, install, and audit updates easier to trust.

Creator backlink kit

Add the evidence badges to your README

Show the canonical listing, current trust and audit signals, and real Agent-Proven evidence where developers evaluate the repository.

[![Listed on OpenAgentSkill](https://www.openagentskill.com/api/badge/kalil0321-reverse-api-engineer?metric=listed&label=Listed)](https://www.openagentskill.com/skills/kalil0321-reverse-api-engineer)
[![OpenAgentSkill Trust](https://www.openagentskill.com/api/badge/kalil0321-reverse-api-engineer?metric=trust&label=Trust)](https://www.openagentskill.com/skills/kalil0321-reverse-api-engineer)
[![OpenAgentSkill Audit](https://www.openagentskill.com/api/badge/kalil0321-reverse-api-engineer?metric=audit&label=Audit)](https://www.openagentskill.com/skills/kalil0321-reverse-api-engineer/audit)
[![Agent Proven](https://www.openagentskill.com/api/badge/kalil0321-reverse-api-engineer?metric=proven&label=Agent%20Proven)](https://www.openagentskill.com/skills/kalil0321-reverse-api-engineer)
Preview badge Open audit Creator kit

Author

K

kalil0321

@kalil0321

Tags

browsertestingautomationaiapi-generationclaudeclaude-codeharllmplaywright

Platform fit

Claude CodeBrowser agents

Health signals

GitHub stars
879
Quality score
54/100
Last GitHub push
Jul 5, 2026
Framework hints
2
OpenAgentSkill views
16
Install copies
0
Outbound clicks
0

Community signal

Share whether this skill looks useful for your agent workflow. Aggregated feedback improves rankings over time.

Trust & safety

Sandbox only

71
  • GitHub adoption879 GitHub starsINFO
  • Stars/forks activity879 stars, 79 forks; issue activity unavailable in current metadataINFO
  • Recent maintenance28d since pushPASS
  • License clarityMITPASS
  • README/SKILL.md completenessPublic metadata needs stronger README/SKILL.md contextCHECK
  • Dependency/runtime risknetwork or browser surfacePASS

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