Atlas / Skills / oss-apps / Find Docs

Find DocsSAFE

skills/oss-apps/find-docs

Open source alternative to Splitwise

Verdict
SAFE
Grade
B
Trust score
89 /100
Version
—
Hosts
—
License
MIT
Stars
1,469
01

Overview

Open source alternative to Splitwise

Read from source at commit f8289ddabc59OBSERVED · 2026-10-09
02

Install

Commands as the repository documents them. They are shown, not run.

npm install -g ctx7@latest
03

What it tells the agent

The instruction file, verbatim from the audited commit — this is the text the model reads, and the surface the audit's instruction layer examines. Quoted here so you can judge it without cloning anything.

---
name: find-docs
description: >-
  Retrieves up-to-date documentation, API references, and code examples for any
  developer technology. Use this skill whenever the user asks about a specific
  library, framework, SDK, CLI tool, or cloud service -- even for well-known ones
  like React, Next.js, Prisma, Express, Tailwind, Django, or Spring Boot. Your
  training data may not reflect recent API changes or version updates.

  Always use for: API syntax questions, configuration options, version migration
  issues, "how do I" questions mentioning a library name, debugging that involves
  library-specific behavior, setup instructions, and CLI tool usage.

  Use even when you think you know the answer -- do not rely on training data
  for API details, signatures, or configuration options as they are frequently
  outdated. Always verify against current docs. Prefer this over web search for
  library documentation and API details.
---

# Documentation Lookup

Retrieve current documentation and code examples for any library using the Context7 CLI.

Make sure the CLI is up to date before running commands:

```bash
npm install -g ctx7@latest
```

Or run directly without installing:

```bash
npx ctx7@latest <command>
```

## Workflow

Two-step process: resolve the library name to an ID, then query docs with that ID.

```bash
# Step 1: Resolve library ID
ctx7 library <name> <query>

# Step 2: Query documentation
ctx7 docs <libraryId> <query>
```

You MUST call `ctx7 library` first to obtain a valid library ID UNLESS the user explicitly provides a library ID in the format `/org/project` or `/org/project/version`.

IMPORTANT: Do not run these commands more than 3 times per question. If you cannot find what you need after 3 attempts, use the best result you have.

## Step 1: Resolve a Library

Resolves a package/product name to a Context7-compatible library ID and returns matching libraries.

```bash
ctx7 library react "How to clean up useEffect with async operations"
ctx7 library nextjs "How to set up app router with middleware"
ctx7 library prisma "How to define one-to-many relations with cascade delete"
```

Always pass a `query` argument — it is required and directly affects result ranking. Use the user's intent to form the query, which helps disambiguate when multiple libraries share a similar name. Do not include any sensitive or confidential information such as API keys, passwords, credentials, personal data, or proprietary code in your query.

### Result fields

Each result includes:

- **Library ID** — Context7-compatible identifier (format: `/org/project`)
- **Name** — Library or package name
- **Description** — Short summary
- **Code Snippets** — Number of available code examples
- **Source Reputation** — Authority indicator (High, Medium, Low, or Unknown)
- **Benchmark Score** — Quality indicator (100 is the highest score)
- **Versions** — List of versions if available. Use one of those versions if the user provides a version in their query. The format is `/org/project/version`.

### Selection process

1. Analyze the query to understand what library/package the user is looking for
2. Select the most relevant match based on:
   - Name similarity to the query (exact matches prioritized)
   - Description relevance to the query's intent
   - Documentation coverage (prioritize libraries with higher Code Snippet counts)
   - Source reputation (consider libraries with High or Medium reputation more authoritative)
   - Benchmark score (higher is better, 100 is the maximum)
3. If multiple good matches exist, acknowledge this but proceed with the most relevant one
4. If no good matches exist, clearly state this and suggest query refinements
5. For ambiguous queries, request clarification before proceeding with a best-guess match

### Version-specific IDs

If the user mentions a specific version, use a version-specific library ID:

```bash
# General (latest indexed)
ctx7 docs /vercel/next.js "How to set up app router"

# Version-specific
ctx7 docs /vercel/next.js/v14.3.0-canary.87 "How to set up app router"
```

The available versions are listed in the `ctx7 library` output. Use the closest match to what the user specified.

## Step 2: Query Documentation

Retrieves up-to-date documentation and code examples for the resolved library.

```bash
ctx7 docs /facebook/react "How to clean up useEffect with async operations"
ctx7 docs /vercel/next.js "How to add authentication middleware to app router"
ctx7 docs /prisma/prisma "How to define one-to-many relations with cascade delete"
```

### Writing good queries

The query directly affects the quality of results. Be specific and include relevant details. Do not include any sensitive or confidential information such as API keys, passwords, credentials, personal data, or proprietary code in your query.

| Quality | Example                                                    |
| ------- | ---------------------------------------------------------- |
| Good    | `"How to set up authentication with JWT in Express.js"`    |
| Good    | `"React useEffect cleanup function with async operations"` |
| Bad     | `"auth"`                                                   |
| Bad     | `"hooks"`                                                  |

Use the user's full question as the query when possible, vague one-word queries return generic results.

The output contains two types of content: **code snippets** (titled, with language-tagged blocks) and **info snippets** (prose explanations with breadcrumb context).

## Authentication

Works without authentication. For higher rate limits:

```bash
# Option A: environment variable
export CONTEXT7_API_KEY=your_key

# Option B: OAuth login
ctx7 login
```

## Error Handling

If a command fails with a quota error ("Monthly quota reached" or "quota exceeded"):

1. Inform the user their Context7 quota is exhausted
2. Suggest they authenticate for higher limits: `ctx7 login`
3. If they cannot or choose not to authenticate, answer fro
04

Trust audit

SAFEgrade B · trust 89/100 Nothing in the source contradicts what it says it does. Grade A is reserved for packages that have also passed the behavioural sandbox.

LayerWhat it checksResult
L0Provenance & inventoryPASS
L1Static analysis of the codeNA
L2Instruction surface (what it tells the agent)PASS
L3Class-specific surfacePASS
L4Behavioural (sandbox)SKIPPED

What the source does

Filesystem
none-observed
Network
none-observed
Shell
none-observed
Dependencies
pinned
Secrets in source
none-found

Findings (0)

No findings outside the package's declared scope.

Gates applied: no_behavioural_pass.

Audited 2026-10-09 · audit v0.4.1 · source sha f8289ddabc59full audit observations/trust-audit/skill/oss-apps__find-docs.json · Report an issue / request a re-scan
05

Audit history

Every audit this skill has had.

DateSourceVerdictGradeScoreChange
2026-10-09f8289ddabc59SAFEB89first audit
06

Questions

What does the Find Docs skill do?

Open source alternative to Splitwise

Is Find Docs safe to install?

The audit found nothing in the source that contradicts what it says it does, and graded it B (89/100). Grade A is held back for packages that have also passed a sandboxed behavioural run, which is why a clean skill reads B.

What can Find Docs access on my machine?

The audit observed no filesystem, network or shell use at all in its source.

How current is this page?

The grade is for one exact copy of the source (f8289ddabc59), read on 2026-10-09. The repository is watched, and a new audit runs when it changes — this is the first audit.

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