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BenedictKing/benedictking-skills

BenedictKing's Agent Skills collection for Claude Code and compatible agents

Claude Code Engineering

History

Review weekly changes to SKILL.md before updating. Dates mark the weeks in which we observed each version; checks apply to the recorded commits.

View weekly changes

`skills/codex-review/SKILL.md`

Week of Oct 26, 2026 · Line counts unavailable

Before Not checked yet → After Network or broad shell

First observation → 2e1efb342a35

No earlier version was observed for comparison.

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`skills/context7-auto-research/SKILL.md`

Week of Oct 26, 2026 · Line counts unavailable

Before Not checked yet → After Network or broad shell

First observation → 2e1efb342a35

No earlier version was observed for comparison.

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`skills/exa-search/SKILL.md`

Week of Oct 26, 2026 · Line counts unavailable

Before Not checked yet → After Network or broad shell

First observation → 2e1efb342a35

No earlier version was observed for comparison.

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`skills/firecrawl-scraper/SKILL.md`

Week of Oct 26, 2026 · Line counts unavailable

Before Not checked yet → After Network or broad shell

First observation → 2e1efb342a35

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`skills/gpt-image-2-api/SKILL.md`

Week of Oct 26, 2026 · Line counts unavailable

Before Not checked yet → After Network or broad shell

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`skills/tavily-web/SKILL.md`

Week of Oct 26, 2026 · Line counts unavailable

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View on GitHub Add to my skills

Verified commit 2e1efb342a35818defcbb67223fc675003afd69e

Version-pinned installation · Claude Code

git clone --filter=blob:none --no-checkout https://github.com/BenedictKing/benedictking-skills.git .hotskills/benedictking-benedictking-skills && git -C .hotskills/benedictking-benedictking-skills checkout --detach 2e1efb342a35818defcbb67223fc675003afd69e
# Copy each selected skill directory from .hotskills/benedictking-benedictking-skills into .claude/skills/<skill-name>/

14GitHub stars

0stars in 7 days

6skills in this repository

0commits in 30 days

Heat

0.3

Star growth, last 7 daysNot available
Star growth, last 24 hoursNot available
Rank movement, last 7 daysNot available
Commits, last 30 daysNot available
Accounts asking about it through MCP, last 7 daysNot available
Hot votes this weekNot available

Heat never changes the order by stars, and sponsorship never touches it. How heat works

Stars over time

30-day change not yet available: not enough history.

Individual skills in this repository

codex-review skills/codex-review
context7-auto-research skills/context7-auto-research
exa-search skills/exa-search
firecrawl-scraper skills/firecrawl-scraper
gpt-image-2-api skills/gpt-image-2-api
tavily-web skills/tavily-web

How it works

Choose a skill

codex-review

When your agent uses it

Use this skill when users ask for code review, review pending changes, or inspect the latest commit with Codex-based review workflows. It prepares context, runs project linting, and reviews the result.

What it loads into context

Frontmatter

115 tokens

Always available to the agent

SKILL.md

5,930 tokens

When the skill is activated

Reference documents

11,175 tokens

Loaded on request

Token counts are estimates. Scripts run separately; they are not counted as reference context.

The playbook

Trigger Conditions
Core Concept: Intention vs Implementation
Skill Architecture
Execution Steps
Complete Review Protocol
Codex Review Command Reference
Important Notes
Design Rationale

Scripts executed separately

scripts/select-review-model.mjs
../context7-auto-research/scripts/context7-api.cjs
../exa-search/scripts/exa-api.cjs
../firecrawl-scraper/scripts/firecrawl-api.cjs
../gpt-image-2-api/scripts/gpt-image-2-api.mjs
../tavily-web/scripts/tavily-api.cjs

Files

../../.claude-plugin/plugin.jsonasset435 bytes
SKILL.mdcore23,940 bytes
SKILL.mdcore23,940 bytes
SKILL.mdcore23,940 bytes
SKILL.mdcore23,940 bytes
SKILL.mdcore23,940 bytes
SKILL.mdcore23,940 bytes
SKILL.mdcore23,940 bytes
SKILL.mdcore23,940 bytes
SKILL.mdcore23,940 bytes
SKILL.mdcore23,940 bytes
SKILL.mdcore23,940 bytes
SKILL.mdcore23,940 bytes
SKILL.mdcore23,940 bytes
references/codex-runner.mddoc4,762 bytes
scripts/select-review-model.mjsruns15,794 bytes
../context7-auto-research/.env.exampleasset125 bytes
../context7-auto-research/SKILL.mddoc9,668 bytes
../context7-auto-research/references/context7-fetcher.mddoc2,057 bytes
../context7-auto-research/scripts/context7-api.cjsruns3,144 bytes
../exa-search/.env.exampleasset118 bytes
../exa-search/SKILL.mddoc4,970 bytes
../exa-search/references/exa-fetcher.mddoc764 bytes
../exa-search/scripts/exa-api.cjsruns5,564 bytes
../firecrawl-scraper/.env.exampleasset135 bytes
../firecrawl-scraper/SKILL.mddoc7,191 bytes
../firecrawl-scraper/references/firecrawl-fetcher.mddoc1,279 bytes
../firecrawl-scraper/scripts/firecrawl-api.cjsruns10,751 bytes
../gpt-image-2-api/.env.exampleasset659 bytes
../gpt-image-2-api/SKILL.mddoc7,428 bytes
../gpt-image-2-api/scripts/gpt-image-2-api.mjsruns23,155 bytes
../tavily-web/.env.exampleasset118 bytes
../tavily-web/SKILL.mddoc4,564 bytes
../tavily-web/references/tavily-fetcher.mddoc773 bytes
../tavily-web/scripts/tavily-api.cjsruns5,423 bytes

Read SKILL.md


# Codex Code Review Skill

## Trigger Conditions

Triggered when user input contains:

- "代码审核", "代码审查", "审查代码", "审核代码"
- "review", "code review", "review code", "codex 审核"
- "帮我审核", "检查代码", "审一下", "看看代码"

## Core Concept: Intention vs Implementation

Running `codex review --uncommitted` alone only shows AI "what was done (Implementation)".
Recording intention first tells AI "what you wanted to do (Intention)".

View the complete source on GitHub

context7-auto-research

When your agent uses it

Use this skill when users need current documentation, setup steps, API references, or code examples for a named library, framework, SDK, or API. It fetches up-to-date Context7 docs.

What it loads into context

Frontmatter

106 tokens

Always available to the agent

SKILL.md

2,373 tokens

When the skill is activated

Reference documents

515 tokens

Loaded on request

Token counts are estimates. Scripts run separately; they are not counted as reference context.

The playbook

Automatic Activation Triggers
Research Process
Helper Script Usage
Best Practices
Example Workflows
Architecture: Context Separation
Integration with Existing Skills
Performance Considerations
Limitations

Scripts executed separately

scripts/context7-api.cjs

Files

.env.exampleasset125 bytes
SKILL.mdcore9,668 bytes
SKILL.mdcore9,668 bytes
SKILL.mdcore9,668 bytes
SKILL.mdcore9,668 bytes
SKILL.mdcore9,668 bytes
SKILL.mdcore9,668 bytes
SKILL.mdcore9,668 bytes
references/context7-fetcher.mddoc2,057 bytes
scripts/context7-api.cjsruns3,144 bytes

Read SKILL.md


# Context7 Auto Research Skill

This skill automatically fetches current documentation from Context7 API when detecting library/framework-related queries, ensuring responses use up-to-date information instead of potentially outdated training data.

## Automatic Activation Triggers

This skill should activate **proactively** when the user's message contains:

### Implementation Queries (实现相关)

- "如何实现" / "怎么写" / "怎么做"
- "How do I..." / "How to..." / "How can I..."
- "Show me how to..." / "Write code for..."

View the complete source on GitHub

exa-search

When your agent uses it

Use this skill when users need semantic web search, similar-page discovery, result content retrieval, research-paper lookup, GitHub discovery, or structured Exa-powered research.

What it loads into context

Frontmatter

97 tokens

Always available to the agent

SKILL.md

1,294 tokens

When the skill is activated

Reference documents

189 tokens

Loaded on request

Token counts are estimates. Scripts run separately; they are not counted as reference context.

The playbook

Trigger Conditions & Endpoint Selection
Recommended Architecture (Main Skill + Sub-skill)
Execution Method
Payload Examples
Environment Variables & API Key
Response Format

Scripts executed separately

scripts/exa-api.cjs

Files

.env.exampleasset118 bytes
SKILL.mdcore4,970 bytes
SKILL.mdcore4,970 bytes
SKILL.mdcore4,970 bytes
SKILL.mdcore4,970 bytes
SKILL.mdcore4,970 bytes
SKILL.mdcore4,970 bytes
references/exa-fetcher.mddoc764 bytes
scripts/exa-api.cjsruns5,564 bytes

Read SKILL.md


# Exa Search Skill

## Trigger Conditions & Endpoint Selection

Choose Exa endpoint based on user intent:

- **search**: Need semantic search / find web pages / research topics. Use `type: "auto"` by default.
- **deep search / structured research**: Use the **search** endpoint with `type: "deep"` or `type: "deep-reasoning"` and optional `outputSchema`.
- **contents**: Given result IDs, need to extract full content.
- **findsimilar**: Given URL, need to find similar pages.
- **answer**: Need direct answer to a question.

`/research` and `/research/v1` are deprecated and were hard-removed on 2026-05-01. Do not use them for new calls; migrate research-style requests to `/search` with `type: "deep-reasoning"`.

View the complete source on GitHub

firecrawl-scraper

When your agent uses it

Use this skill when users need to scrape web pages, extract structured page data, take website screenshots, parse PDFs, batch-scrape URLs, or crawl a site with Firecrawl.

What it loads into context

Frontmatter

103 tokens

Always available to the agent

SKILL.md

1,964 tokens

When the skill is activated

Reference documents

317 tokens

Loaded on request

Token counts are estimates. Scripts run separately; they are not counted as reference context.

The playbook

Trigger Conditions & Endpoint Selection
Recommended Architecture (Main Skill + Sub-skill)
Execution Method
Payload Examples
Key Features
Environment Variables & API Key
Response Format

Scripts executed separately

scripts/firecrawl-api.cjs

Files

.env.exampleasset135 bytes
SKILL.mdcore7,191 bytes
SKILL.mdcore7,191 bytes
SKILL.mdcore7,191 bytes
SKILL.mdcore7,191 bytes
SKILL.mdcore7,191 bytes
SKILL.mdcore7,191 bytes
SKILL.mdcore7,191 bytes
SKILL.mdcore7,191 bytes
SKILL.mdcore7,191 bytes
SKILL.mdcore7,191 bytes
SKILL.mdcore7,191 bytes
SKILL.mdcore7,191 bytes
SKILL.mdcore7,191 bytes
SKILL.mdcore7,191 bytes
SKILL.mdcore7,191 bytes
references/firecrawl-fetcher.mddoc1,279 bytes
scripts/firecrawl-api.cjsruns10,751 bytes

Read SKILL.md


# Firecrawl Scraper Skill

## Trigger Conditions & Endpoint Selection

Choose Firecrawl endpoint based on user intent:

- **scrape**: Need to extract content from a single web page (markdown, html, json, screenshot, pdf)
- **crawl**: Need to crawl entire website with depth control and path filtering
- **map**: Need to quickly get a list of all URLs on a website
- **batch-scrape**: Need to scrape multiple URLs in parallel
- **crawl-status**: Given crawl job ID, check crawl progress/results (optional `--wait`)
- **batch-status**: Given batch job ID, check batch scrape progress/results (optional `--wait`)
- **batch-errors**: Given batch job ID, retrieve batch scrape errors

View the complete source on GitHub

gpt-image-2-api

When your agent uses it

Generate and edit images with gpt-image-2 through a third-party OpenAI-compatible API using .env-configured OPENAI_API_KEY and OPENAI_BASE_URL values. Use when the user asks to create images, edit reference images, create visual assets, illustrations, or image variations with a configurable API endpoint.

What it loads into context

Frontmatter

131 tokens

Always available to the agent

SKILL.md

1,937 tokens

When the skill is activated

Reference documents

0 tokens

Loaded on request

Token counts are estimates. Scripts run separately; they are not counted as reference context.

The playbook

Purpose
Environment Variables & API Key
Configuration
Workflow
Available Scripts
Generate Image
Edit Image
Parameters

Scripts executed separately

scripts/gpt-image-2-api.mjs

Files

.env.exampleasset659 bytes
SKILL.mdcore7,428 bytes
SKILL.mdcore7,428 bytes
SKILL.mdcore7,428 bytes
SKILL.mdcore7,428 bytes
SKILL.mdcore7,428 bytes
SKILL.mdcore7,428 bytes
scripts/gpt-image-2-api.mjsruns23,155 bytes

Read SKILL.md

# gpt-image-2-api

## Purpose
Generate and edit images with gpt-image-2 through a third-party OpenAI-compatible API using .env-configured OPENAI_API_KEY and OPENAI_BASE_URL values. Use when the user asks to create images, edit reference images, create visual assets, illustrations, or image variations with a configurable API endpoint.

## Environment Variables & API Key

Two ways to configure API settings (priority: environment variable > `.env`):

1. Environment variables: `OPENAI_API_KEY`, `OPENAI_BASE_URL`, and optional `OPENAI_IMAGE_*` overrides
2. `.env` file: Place in `.env`, can copy from `.env.example`

You can manage the `.env` file manually or through `skill-master env set`.

## Configuration

View the complete source on GitHub

tavily-web

When your agent uses it

Use this skill when users need current web research, source discovery, URL content extraction, site mapping, crawling, or structured Tavily-powered research.

What it loads into context

Frontmatter

93 tokens

Always available to the agent

SKILL.md

1,224 tokens

When the skill is activated

Reference documents

193 tokens

Loaded on request

Token counts are estimates. Scripts run separately; they are not counted as reference context.

The playbook

Trigger Conditions & Endpoint Selection
Recommended Architecture (Main Skill + Sub-skill)
Execution Method
Payload Examples (Based on Provided curl)
Environment Variables & API Key

Scripts executed separately

scripts/tavily-api.cjs

Files

.env.exampleasset118 bytes
SKILL.mdcore4,564 bytes
SKILL.mdcore4,564 bytes
SKILL.mdcore4,564 bytes
SKILL.mdcore4,564 bytes
SKILL.mdcore4,564 bytes
SKILL.mdcore4,564 bytes
SKILL.mdcore4,564 bytes
references/tavily-fetcher.mddoc773 bytes
scripts/tavily-api.cjsruns5,423 bytes

Read SKILL.md


# Tavily Web Skill

## Trigger Conditions & Endpoint Selection

Choose Tavily endpoint based on user intent:

- **search**: Need to "search web / latest info / find sources / find links"
- **extract**: Given URL(s), need to extract/summarize content
- **crawl**: Need to traverse site following instructions and scrape page content
- **map**: Need to discover site page list/structure (without full content or metadata only)
- **research**: Need structured research output following given `output_schema`

## Recommended Architecture (Main Skill + Sub-skill)

View the complete source on GitHub

Skills included

codex-review
context7-auto-research
exa-search
firecrawl-scraper
gpt-image-2-api
tavily-web

Repository facts

License: MIT
Created: Apr 20, 2026
Last pushed: Aug 10, 2026
Forks: 2
Open issues: 0
Project activity: Slowing

Before you install

Network or broad shell

Automated signals, not a guarantee

Checked Nov 7, 2026

Not fully analyzed: some files were too long, unreadable or missing. This never lowers the level.

Show 48 notes

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20 broad permissionsin 11 files: skills/context7-auto-research/SKILL.md:1 skills/context7-auto-research/references/context7-fetcher.md:1 skills/exa-search/SKILL.md:1 and 8 more
No dangerous shell commands
132 network referencesin 17 files: skills/firecrawl-scraper/SKILL.md:52 skills/gpt-image-2-api/scripts/gpt-image-2-api.mjs:313 skills/exa-search/SKILL.md:101 and 14 more
No hidden or obfuscated text
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11 executable scriptsin 6 files: skills/context7-auto-research/scripts/context7-api.cjs:1 skills/exa-search/scripts/exa-api.cjs:1 skills/firecrawl-scraper/scripts/firecrawl-api.cjs:1 and 3 more
98 references to secretsin 15 files: skills/context7-auto-research/scripts/context7-api.cjs:14 skills/context7-auto-research/SKILL.md:190 skills/exa-search/scripts/exa-api.cjs:20 and 12 more
No requests to vote in Hot

Show all 261 signals by file

`.claude-plugin/plugin.json`

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"author": {     "name": "BenedictKing",     "url": "https://github.com/BenedictKing"

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"name": "BenedictKing",     "url": "https://github.com/BenedictKing"   },

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"url": "https://github.com/BenedictKing"

`skills/codex-review/SKILL.md`

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`skills/codex-review/references/codex-runner.md`

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`skills/codex-review/scripts/select-review-model.mjs`

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const BASE_URL = 'https://api.codexradar.com'

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const SITE_URL = 'https://deng.codexradar.com/'

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const timer = setTimeout(() => controller.abort(), timeoutMs)   try {     const resp = await fetch(url, { ...options, signal: controller.signal })

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try {     const resp = await fetch(url, { ...options, signal: controller.signal })     return resp

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const resp = await fetch(url, { ...options, signal: controller.signal })

`skills/context7-auto-research/.env.example`

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# Context7 API Key Configuration # Get your API key from: https://context7.com/dashboard

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# Context7 API Key Configuration # Get your API key from: https://context7.com/dashboard

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# Get your API key from: https://context7.com/dashboard

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# Get your API key from: https://context7.com/dashboard

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`skills/context7-auto-research/SKILL.md`

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**Get API Key:** Visit [context7.com/dashboard](https://context7.com/dashboard) to register and obtain your API key.

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**Get API Key:** Visit [context7.com/dashboard](https://context7.com/dashboard) to register and obtain your API key.

`skills/context7-auto-research/references/context7-fetcher.md`

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const API_BASE = 'https://context7.com/api/v2';

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const API_BASE = 'https://context7.com/api/v2';

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# Exa API Key Configuration # Get your API key from: https://dashboard.exa.ai/api-keys

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# Exa API Key Configuration # Get your API key from: https://dashboard.exa.ai/api-keys

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# Get your API key from: https://dashboard.exa.ai/api-keys

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# Get your API key from: https://dashboard.exa.ai/api-keys

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`skills/exa-search/SKILL.md`

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cat <<'JSON' | node scripts/exa-api.cjs findsimilar {   "url": "https://example.com/article",

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cat <<'JSON' | node scripts/exa-api.cjs findsimilar {   "url": "https://example.com/article",

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{   "url": "https://example.com/article",   "numResults": 10,

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{   "url": "https://example.com/article",   "numResults": 10,

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[Credential-related source omitted]
```

`skills/firecrawl-scraper/.env.example`

Network accessline 1

# Firecrawl API Key Configuration # Get your API key from: https://www.firecrawl.dev/app/api-keys

Network accessline 1

# Firecrawl API Key Configuration # Get your API key from: https://www.firecrawl.dev/app/api-keys

Network accessline 2

# Get your API key from: https://www.firecrawl.dev/app/api-keys

Network accessline 2

# Get your API key from: https://www.firecrawl.dev/app/api-keys

Access to secretsline 4
```
[Credential-related source omitted]
```
Access to secretsline 4
```
[Credential-related source omitted]
```

`skills/firecrawl-scraper/SKILL.md`

Broad permissionsline 1
```
Bash Read
```
Broad permissionsline 1
```
Bash Read
```

Network accessline 52

cat <<'JSON' | node scripts/firecrawl-api.cjs scrape {   "url": "https://example.com",

Network accessline 52

cat <<'JSON' | node scripts/firecrawl-api.cjs scrape {   "url": "https://example.com",

Network accessline 53

{   "url": "https://example.com",   "formats": ["markdown", "links"],

Network accessline 53

{   "url": "https://example.com",   "formats": ["markdown", "links"],

Network accessline 54
```
"url": "https://example.com",
```
Network accessline 54
```
"url": "https://example.com",
```

Network accessline 73

cat <<'JSON' | node scripts/firecrawl-api.cjs scrape {   "url": "https://example.com",

Network accessline 73

cat <<'JSON' | node scripts/firecrawl-api.cjs scrape {   "url": "https://example.com",

Network accessline 74

{   "url": "https://example.com",   "formats": ["markdown"],

Network accessline 74

{   "url": "https://example.com",   "formats": ["markdown"],

Network accessline 75
```
"url": "https://example.com",
```
Network accessline 75
```
"url": "https://example.com",
```

Network accessline 93

cat <<'JSON' | node scripts/firecrawl-api.cjs scrape {   "url": "https://example.com/document.pdf",

Network accessline 93

cat <<'JSON' | node scripts/firecrawl-api.cjs scrape {   "url": "https://example.com/document.pdf",

Network accessline 94

{   "url": "https://example.com/document.pdf",   "formats": ["markdown"],

Network accessline 94

{   "url": "https://example.com/document.pdf",   "formats": ["markdown"],

Network accessline 95

"url": "https://example.com/document.pdf",

Network accessline 95

"url": "https://example.com/document.pdf",

Network accessline 105

cat <<'JSON' | node scripts/firecrawl-api.cjs scrape {   "url": "https://example.com/product",

Network accessline 105

cat <<'JSON' | node scripts/firecrawl-api.cjs scrape {   "url": "https://example.com/product",

Network accessline 106

{   "url": "https://example.com/product",   "formats": [

Network accessline 106

{   "url": "https://example.com/product",   "formats": [

Network accessline 107
```
"url": "https://example.com/product",
```
Network accessline 107
```
"url": "https://example.com/product",
```

Network accessline 130

cat <<'JSON' | node scripts/firecrawl-api.cjs crawl {   "url": "https://docs.example.com",

Network accessline 130

cat <<'JSON' | node scripts/firecrawl-api.cjs crawl {   "url": "https://docs.example.com",

Network accessline 131

{   "url": "https://docs.example.com",   "formats": ["markdown"],

Network accessline 131

{   "url": "https://docs.example.com",   "formats": ["markdown"],

Network accessline 132
```
"url": "https://docs.example.com",
```
Network accessline 132
```
"url": "https://docs.example.com",
```

Network accessline 147

cat <<'JSON' | node scripts/firecrawl-api.cjs crawl --wait {   "url": "https://docs.example.com",

Network accessline 147

cat <<'JSON' | node scripts/firecrawl-api.cjs crawl --wait {   "url": "https://docs.example.com",

Network accessline 148

{   "url": "https://docs.example.com",   "formats": ["markdown"],

Network accessline 148

{   "url": "https://docs.example.com",   "formats": ["markdown"],

Network accessline 149
```
"url": "https://docs.example.com",
```
Network accessline 149
```
"url": "https://docs.example.com",
```

Network accessline 159

cat <<'JSON' | node scripts/firecrawl-api.cjs map {   "url": "https://example.com",

Network accessline 159

cat <<'JSON' | node scripts/firecrawl-api.cjs map {   "url": "https://example.com",

Network accessline 160

{   "url": "https://example.com",   "search": "documentation",

Network accessline 160

{   "url": "https://example.com",   "search": "documentation",

Network accessline 161
```
"url": "https://example.com",
```
Network accessline 161
```
"url": "https://example.com",
```

Network accessline 172

{   "urls": [     "https://example.com/page1",

Network accessline 172

{   "urls": [     "https://example.com/page1",

Network accessline 173

"urls": [     "https://example.com/page1",     "https://example.com/page2",

Network accessline 173

"urls": [     "https://example.com/page1",     "https://example.com/page2",

Network accessline 174
```
"https://example.com/page1",
```
Network accessline 174
```
"https://example.com/page1",
```
Network accessline 175
```
"https://example.com/page2",
```
Network accessline 175
```
"https://example.com/page2",
```
Network accessline 176
```
"https://example.com/page3"
```
Network accessline 176
```
"https://example.com/page3"
```

Network accessline 189

{   "urls": [     "https://example.com/page1",

Network accessline 189

{   "urls": [     "https://example.com/page1",

Network accessline 190

"urls": [     "https://example.com/page1",     "https://example.com/page2"

Network accessline 190

"urls": [     "https://example.com/page1",     "https://example.com/page2"

Network accessline 191
```
"https://example.com/page1",
```
Network accessline 191
```
"https://example.com/page1",
```
Network accessline 192
```
"https://example.com/page2"
```
Network accessline 192
```
"https://example.com/page2"
```
Access to secretsline 268
```
[Credential-related source omitted]
```
Access to secretsline 268
```
[Credential-related source omitted]
```

`skills/firecrawl-scraper/references/firecrawl-fetcher.md`

Broad permissionsline 1
```
Bash
```
Broad permissionsline 1
```
Bash
```

`skills/firecrawl-scraper/scripts/firecrawl-api.cjs`

Executable scriptline 1
```
#!/usr/bin/env node
```
Executable scriptline 1
```
#!/usr/bin/env node
```

Network accessline 22

const API_BASE = 'https://api.firecrawl.dev';

Network accessline 22

const API_BASE = 'https://api.firecrawl.dev';

Access to secretsline 25
```
[Credential-related source omitted]
```
Access to secretsline 25
```
[Credential-related source omitted]
```
Access to secretsline 26
```
[Credential-related source omitted]
```
Access to secretsline 26
```
[Credential-related source omitted]
```
Access to secretsline 29
```
[Credential-related source omitted]
```
Access to secretsline 29
```
[Credential-related source omitted]
```
Access to secretsline 35
```
[Credential-related source omitted]
```
Access to secretsline 35
```
[Credential-related source omitted]
```
Access to secretsline 62
```
[Credential-related source omitted]
```
Access to secretsline 62
```
[Credential-related source omitted]
```
Access to secretsline 267
```
[Credential-related source omitted]
```
Access to secretsline 267
```
[Credential-related source omitted]
```

`skills/gpt-image-2-api/.env.example`

Network accessline 4
```
[Credential-related source omitted]
```
Network accessline 4
```
[Credential-related source omitted]
```
Access to secretsline 4
```
[Credential-related source omitted]
```
Access to secretsline 4
```
[Credential-related source omitted]
```

Network accessline 5

OPENAI_BASE_URL=http://127.0.0.1:3688/v1

Network accessline 5

OPENAI_BASE_URL=http://127.0.0.1:3688/v1

`skills/gpt-image-2-api/SKILL.md`

Broad permissionsline 1
```
Bash Read Write
```
Broad permissionsline 1
```
Bash Read Write
```
Access to secretsline 3
```
[Credential-related source omitted]
```
Access to secretsline 3
```
[Credential-related source omitted]
```
Access to secretsline 15
```
[Credential-related source omitted]
```
Access to secretsline 15
```
[Credential-related source omitted]
```
Access to secretsline 21
```
[Credential-related source omitted]
```
Access to secretsline 21
```
[Credential-related source omitted]
```
Network accessline 28
```
[Credential-related source omitted]
```
Network accessline 28
```
[Credential-related source omitted]
```
Access to secretsline 28
```
[Credential-related source omitted]
```
Access to secretsline 28
```
[Credential-related source omitted]
```

Network accessline 29

- `OPENAI_BASE_URL`: OpenAI-compatible base URL, for example `http://127.0.0.1:3688/v1`

Network accessline 29

- `OPENAI_BASE_URL`: OpenAI-compatible base URL, for example `http://127.0.0.1:3688/v1`

`skills/gpt-image-2-api/scripts/gpt-image-2-api.mjs`

Executable scriptline 1
```
#!/usr/bin/env node
```
Executable scriptline 1
```
#!/usr/bin/env node
```
Access to secretsline 31
```
[Credential-related source omitted]
```
Access to secretsline 31
```
[Credential-related source omitted]
```

Network accessline 313

if (image.bytes) return image;   if (!image.url) throw new Error('Image response item has neither bytes nor url');   const response = await fetch(image.url);

Network accessline 313

if (image.bytes) return image;   if (!image.url) throw new Error('Image response item has neither bytes nor url');   const response = await fetch(image.url);

Network accessline 314

if (!image.url) throw new Error('Image response item has neither bytes nor url');   const response = await fetch(image.url);   if (!response.ok) throw new Error(`Failed to download image URL: HTTP ${response.status}`);

Network accessline 314

if (!image.url) throw new Error('Image response item has neither bytes nor url');   const response = await fetch(image.url);   if (!response.ok) throw new Error(`Failed to download image URL: HTTP ${response.status}`);

Network accessline 315

const response = await fetch(image.url);

Network accessline 315

const response = await fetch(image.url);

Network accessline 477

Environment:   OPENAI_API_KEY              API key for the OpenAI-compatible endpoint   OPENAI_BASE_URL             Base URL, for example http://127.0.0.1:3688/v1

Network accessline 477

Environment:   OPENAI_API_KEY              API key for the OpenAI-compatible endpoint   OPENAI_BASE_URL             Base URL, for example http://127.0.0.1:3688/v1

Network accessline 478
```
[Credential-related source omitted]
```
Network accessline 478
```
[Credential-related source omitted]
```
Access to secretsline 478
```
[Credential-related source omitted]
```
Access to secretsline 478
```
[Credential-related source omitted]
```

Network accessline 479

OPENAI_BASE_URL             Base URL, for example http://127.0.0.1:3688/v1

Network accessline 479

OPENAI_BASE_URL             Base URL, for example http://127.0.0.1:3688/v1

Network accessline 508
```
[Credential-related source omitted]
```
Network accessline 508
```
[Credential-related source omitted]
```
Access to secretsline 508
```
[Credential-related source omitted]
```
Access to secretsline 508
```
[Credential-related source omitted]
```

Network accessline 509

const baseUrl = readArg('--base-url', readEnvValue(skillEnv, 'OPENAI_BASE_URL') || 'http://127.0.0.1:3688/v1').replace(/\/+$/, '');

Network accessline 509

const baseUrl = readArg('--base-url', readEnvValue(skillEnv, 'OPENAI_BASE_URL') || 'http://127.0.0.1:3688/v1').replace(/\/+$/, '');

Access to secretsline 536
```
[Credential-related source omitted]
```
Access to secretsline 536
```
[Credential-related source omitted]
```

Network accessline 572

const response = await fetch(url, options);

Network accessline 572

const response = await fetch(url, options);

`skills/tavily-web/.env.example`

Network accessline 1

# Tavily API Key Configuration # Get your API key from: https://app.tavily.com/home

Network accessline 1

# Tavily API Key Configuration # Get your API key from: https://app.tavily.com/home

Network accessline 2

# Get your API key from: https://app.tavily.com/home

Network accessline 2

# Get your API key from: https://app.tavily.com/home

Access to secretsline 4
```
[Credential-related source omitted]
```
Access to secretsline 4
```
[Credential-related source omitted]
```

`skills/tavily-web/SKILL.md`

Broad permissionsline 1
```
Bash Read
```
Broad permissionsline 1
```
Bash Read
```

Network accessline 77

cat <<'JSON' | node scripts/tavily-api.cjs extract {   "urls": "https://en.wikipedia.org/wiki/Artificial_intelligence",

Network accessline 77

cat <<'JSON' | node scripts/tavily-api.cjs extract {   "urls": "https://en.wikipedia.org/wiki/Artificial_intelligence",

Network accessline 78

{   "urls": "https://en.wikipedia.org/wiki/Artificial_intelligence",   "query": "<string>",

Network accessline 78

{   "urls": "https://en.wikipedia.org/wiki/Artificial_intelligence",   "query": "<string>",

Network accessline 79

"urls": "https://en.wikipedia.org/wiki/Artificial_intelligence",

Network accessline 79

"urls": "https://en.wikipedia.org/wiki/Artificial_intelligence",

Access to secretsline 184
```
[Credential-related source omitted]
```
Access to secretsline 184
```
[Credential-related source omitted]
```

`skills/tavily-web/references/tavily-fetcher.md`

Broad permissionsline 1
```
Bash
```
Broad permissionsline 1
```
Bash
```

`skills/tavily-web/scripts/tavily-api.cjs`

Executable scriptline 1
```
#!/usr/bin/env node
```
Executable scriptline 1
```
#!/usr/bin/env node
```

Network accessline 17

const API_BASE = 'https://api.tavily.com';

Network accessline 17

const API_BASE = 'https://api.tavily.com';

Access to secretsline 20
```
[Credential-related source omitted]
```
Access to secretsline 20
```
[Credential-related source omitted]
```
Access to secretsline 21
```
[Credential-related source omitted]
```
Access to secretsline 21
```
[Credential-related source omitted]
```
Access to secretsline 24
```
[Credential-related source omitted]
```
Access to secretsline 24
```
[Credential-related source omitted]
```
Access to secretsline 30
```
[Credential-related source omitted]
```
Access to secretsline 30
```
[Credential-related source omitted]
```
Access to secretsline 48
```
[Credential-related source omitted]
```
Access to secretsline 48
```
[Credential-related source omitted]
```
Access to secretsline 187
```
[Credential-related source omitted]
```
Access to secretsline 187
```
[Credential-related source omitted]
```

How the signals fit together

Facts from a static read of the files at the pinned commit. They describe what the code does, not why.

Some files could not be read; the facts below still hold.

Declared and executed: 4 facts

Contacts api.codexradar.com, which SKILL.md, the README and the plugin manifest do not mentioncodex-review/scripts/select-review-model.mjs:49High confidence
Contacts deng.codexradar.com, which SKILL.md, the README and the plugin manifest do not mentioncodex-review/scripts/select-review-model.mjs:50High confidence
Contacts api.exa.ai, which SKILL.md, the README and the plugin manifest do not mentionexa-search/scripts/exa-api.cjs:17High confidence
Contacts api.firecrawl.dev, which SKILL.md, the README and the plugin manifest do not mentionfirecrawl-scraper/scripts/firecrawl-api.cjs:22High confidence

Signal confidence: 228 facts

Broad permissions in the frontmatter of the SKILL.mdcodex-review/SKILL.md:1High confidence
Broad permissions in prose of documentationcodex-review/references/codex-runner.md:1Low confidence
Executable script in code of a file that runscodex-review/scripts/select-review-model.mjs:1High confidence
Network access in code of a file that runscodex-review/scripts/select-review-model.mjs:49High confidence
Network access in code of a file that runscodex-review/scripts/select-review-model.mjs:50High confidence
Network access in code of a file that runscodex-review/scripts/select-review-model.mjs:114High confidence
Network access in code of a file that runscodex-review/scripts/select-review-model.mjs:115High confidence
Network access in code of a file that runscodex-review/scripts/select-review-model.mjs:116High confidence
Broad permissions in the frontmatter of the SKILL.mdskills/context7-auto-research/SKILL.md:1High confidence
Broad permissions in the frontmatter of the SKILL.mdcontext7-auto-research/SKILL.md:1High confidence
Access to secrets in prose of the SKILL.md: a variable, placeholder or call, not a stored valueskills/context7-auto-research/SKILL.md:190Low confidence
Access to secrets in prose of the SKILL.md: a variable, placeholder or call, not a stored valuecontext7-auto-research/SKILL.md:190Low confidence
Access to secrets in code of the SKILL.mdskills/context7-auto-research/SKILL.md:195High confidence
Access to secrets in code of the SKILL.mdcontext7-auto-research/SKILL.md:195High confidence
Access to secrets in code of the SKILL.mdskills/context7-auto-research/SKILL.md:196High confidence
Access to secrets in code of the SKILL.mdcontext7-auto-research/SKILL.md:196High confidence
Access to secrets in code of the SKILL.mdskills/context7-auto-research/SKILL.md:202High confidence
Access to secrets in code of the SKILL.mdcontext7-auto-research/SKILL.md:202High confidence
Access to secrets in code of the SKILL.mdskills/context7-auto-research/SKILL.md:203High confidence
Access to secrets in code of the SKILL.mdcontext7-auto-research/SKILL.md:203High confidence
Access to secrets in code of the SKILL.md: a variable, placeholder or call, not a stored valueskills/context7-auto-research/SKILL.md:209Low confidence
Access to secrets in code of the SKILL.md: a variable, placeholder or call, not a stored valuecontext7-auto-research/SKILL.md:209Low confidence
Access to secrets in prose of the SKILL.mdskills/context7-auto-research/SKILL.md:212Low confidence
Access to secrets in prose of the SKILL.mdcontext7-auto-research/SKILL.md:212Low confidence
Network access in prose of the SKILL.mdskills/context7-auto-research/SKILL.md:214Low confidence
Network access in prose of the SKILL.mdcontext7-auto-research/SKILL.md:214Low confidence
Broad permissions in prose of documentationskills/context7-auto-research/references/context7-fetcher.md:1Low confidence
Broad permissions in prose of documentationcontext7-auto-research/references/context7-fetcher.md:1Low confidence
Executable script in code of a file that runsskills/context7-auto-research/scripts/context7-api.cjs:1High confidence
Executable script in code of a file that runscontext7-auto-research/scripts/context7-api.cjs:1High confidence
Network access in code of a file that runsskills/context7-auto-research/scripts/context7-api.cjs:12High confidence
Network access in code of a file that runscontext7-auto-research/scripts/context7-api.cjs:12High confidence
Access to secrets in a comment of a file that runsskills/context7-auto-research/scripts/context7-api.cjs:14Low confidence
Access to secrets in a comment of a file that runscontext7-auto-research/scripts/context7-api.cjs:14Low confidence
Access to secrets in code of a file that runs: a variable, placeholder or call, not a stored valueskills/context7-auto-research/scripts/context7-api.cjs:17Low confidence
Access to secrets in code of a file that runs: a variable, placeholder or call, not a stored valuecontext7-auto-research/scripts/context7-api.cjs:17Low confidence
Access to secrets in code of a file that runs: a variable, placeholder or call, not a stored valueskills/context7-auto-research/scripts/context7-api.cjs:18Low confidence
Access to secrets in code of a file that runs: a variable, placeholder or call, not a stored valuecontext7-auto-research/scripts/context7-api.cjs:18Low confidence
Access to secrets in a comment of a file that runsskills/context7-auto-research/scripts/context7-api.cjs:21Low confidence
Access to secrets in a comment of a file that runscontext7-auto-research/scripts/context7-api.cjs:21Low confidence
Access to secrets in code of a file that runs: a variable, placeholder or call, not a stored valueskills/context7-auto-research/scripts/context7-api.cjs:22Low confidence
Access to secrets in code of a file that runs: a variable, placeholder or call, not a stored valuecontext7-auto-research/scripts/context7-api.cjs:22Low confidence
Access to secrets in code of a file that runsskills/context7-auto-research/scripts/context7-api.cjs:25High confidence
Access to secrets in code of a file that runscontext7-auto-research/scripts/context7-api.cjs:25High confidence
Access to secrets in code of a file that runs: a variable, placeholder or call, not a stored valueskills/context7-auto-research/scripts/context7-api.cjs:34Low confidence
Access to secrets in code of a file that runs: a variable, placeholder or call, not a stored valuecontext7-auto-research/scripts/context7-api.cjs:34Low confidence
Access to secrets in code of a file that runs: a variable, placeholder or call, not a stored valueskills/context7-auto-research/scripts/context7-api.cjs:43Low confidence
Access to secrets in code of a file that runs: a variable, placeholder or call, not a stored valuecontext7-auto-research/scripts/context7-api.cjs:43Low confidence
Broad permissions in the frontmatter of the SKILL.mdskills/exa-search/SKILL.md:1High confidence
Broad permissions in the frontmatter of the SKILL.mdexa-search/SKILL.md:1High confidence

and 178 more

Works with

Agent compatibility, from the files in this repository
Agent	Status	Evidence	Install to
Claude Code	Native	Manifest .claude-plugin/plugin.json	`.claude/skills/<skill-name>/`
Codex	Compatible	Standard SKILL.md skills/codex-review/SKILL.md	`.agents/skills/<skill-name>/`
Cursor	Compatible	Standard SKILL.md skills/codex-review/SKILL.md	`.cursor/skills/<skill-name>/`
Gemini CLI	Compatible	Standard SKILL.md skills/codex-review/SKILL.md	`.gemini/skills/<skill-name>/`
GitHub Copilot	Compatible	Standard SKILL.md skills/codex-review/SKILL.md	`.github/skills/<skill-name>/`
OpenCode	Compatible	Standard SKILL.md skills/codex-review/SKILL.md	`.opencode/skills/<skill-name>/`

Native The repository ships a manifest, folder or frontmatter field for this agent.
Compatible A standard SKILL.md that this agent can read.
Unknown No evidence either way.

Derived automatically from paths, manifests and frontmatter. Not tested on each agent.