Atlas / Skills / brycewang-stanford / Inaturalist Api

Inaturalist ApiSAFE

skills/brycewang-stanford/inaturalist-api

🔬 A curated collection of 23,000+ agent skills for empirical research across 8 social science disciplines. | 精选 23,000+ AI Agent 技能库,覆盖8大社会科学学科的实证研究。CoPaper.AI 20分钟完成一篇可复现的规范实证论文,并支持用户上传 Skills。-- Maintained by CoPaper.AI from Stanford REAP.

Verdict
SAFE
Grade
B
Trust score
89 /100
Version
—
Hosts
1 documented
License
NOASSERTION
Stars
4,537
01

Overview

🔬 A curated collection of 23,000+ agent skills for empirical research across 8 social science disciplines. | 精选 23,000+ AI Agent 技能库,覆盖8大社会科学学科的实证研究。CoPaper.AI 20分钟完成一篇可复现的规范实证论文,并支持用户上传 Skills。-- Maintained by CoPaper.AI from Stanford REAP.

Read from source at commit e1ba289846fdOBSERVED · 2026-10-08
02

Host compatibility

What the documentation claims. We have not run a compatibility test.

HostStatusNotes
openclawmentioned
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: inaturalist-api
description: "Citizen science platform API for biodiversity observations"
metadata:
  openclaw:
    emoji: "🔍"
    category: "domains"
    subcategory: "ecology"
    keywords: ["ecology", "biodiversity", "taxonomy", "evolutionary biology"]
    source: "https://www.inaturalist.org/pages/api+reference"
---

# iNaturalist API Guide

## Overview

iNaturalist is a citizen science platform and social network for naturalists, jointly operated by the California Academy of Sciences and the National Geographic Society. The platform enables users to record and share observations of organisms in nature, which are then identified by the community and validated by computer vision models. With over 150 million observations of more than 400,000 species, iNaturalist is one of the largest biodiversity data sources in the world.

The iNaturalist API provides programmatic access to this massive observational dataset. Researchers can query observations by taxonomy, geography, time period, observer, and data quality grade. The API also provides access to taxonomic information, place boundaries, and project data. Research-grade observations (those with community-verified identifications) are automatically shared with GBIF for integration into the global biodiversity data infrastructure.

Ecologists, conservation biologists, evolutionary biologists, and citizen science coordinators use the iNaturalist API to analyze species distributions, track phenological patterns, study urban biodiversity, monitor invasive species, and validate species distribution models. The platform's broad geographic and taxonomic coverage makes it particularly valuable for large-scale ecological analyses.

## Authentication

No authentication is required for read-only access to public data. The iNaturalist API v1 allows anonymous queries for observations, taxa, and places. Authentication via OAuth 2.0 is only needed for write operations such as creating observations, adding identifications, or managing projects.

For authenticated requests, register an application at https://www.inaturalist.org/oauth/applications and use the OAuth 2.0 flow to obtain an access token.

## Core Endpoints

### observations: Search Biodiversity Observations

Query the iNaturalist observation database with filters for taxonomy, geography, time, and data quality.

- **URL**: `GET https://api.inaturalist.org/v1/observations`
- **Parameters**:

| Parameter      | Type   | Required | Description                                             |
|----------------|--------|----------|---------------------------------------------------------|
| taxon_id       | int    | No       | iNaturalist taxon ID to filter by                       |
| place_id       | int    | No       | Place ID to filter by geographic area                   |
| lat            | float  | No       | Latitude for geographic search                          |
| lng            | float  | No       | Longitude for geographic search                         |
| radius         | int    | No       | Search radius in km (used with lat/lng)                 |
| d1             | string | No       | Start date (YYYY-MM-DD)                                 |
| d2             | string | No       | End date (YYYY-MM-DD)                                   |
| quality_grade  | string | No       | `research`, `needs_id`, or `casual`                     |
| per_page       | int    | No       | Results per page (default 30, max 200)                  |
| page           | int    | No       | Page number                                             |
| order_by       | string | No       | Sort field: `created_at`, `observed_on`, `votes`        |

- **Example**:

```bash
curl "https://api.inaturalist.org/v1/observations?taxon_id=3&quality_grade=research&place_id=1&per_page=10"
```

- **Response**: Returns `total_results`, `results` array with `id`, `species_guess`, `taxon` (name, rank, ancestry), `location` (lat,lng), `observed_on`, `quality_grade`, `photos`, `user`, `identifications_count`, and `geojson`.

### taxa: Taxonomic Information

Look up taxonomic information, search for species, and retrieve taxonomic hierarchies.

- **URL**: `GET https://api.inaturalist.org/v1/taxa`
- **Parameters**:

| Parameter | Type   | Required | Description                                  |
|-----------|--------|----------|----------------------------------------------|
| q         | string | No       | Name search query                            |
| taxon_id  | int    | No       | Specific taxon ID                            |
| rank      | string | No       | Filter by rank: `species`, `genus`, etc.     |
| is_active | bool   | No       | Filter for active/inactive taxa              |
| per_page  | int    | No       | Results per page (default 30, max 200)       |

- **Example**:

```bash
curl "https://api.inaturalist.org/v1/taxa?q=monarch+butterfly&rank=species"
```

- **Response**: Returns `results` array with `id`, `name`, `preferred_common_name`, `rank`, `observations_count`, `ancestors`, `default_photo`, `wikipedia_url`, and `conservation_status`.

### places: Geographic Place Boundaries

Retrieve geographic place definitions used for filtering observations.

- **URL**: `GET https://api.inaturalist.org/v1/places`
- **Parameters**:

| Parameter | Type   | Required | Description                           |
|-----------|--------|----------|---------------------------------------|
| q         | string | No       | Place name search query               |
| per_page  | int    | No       | Results per page                      |

- **Example**:

```bash
curl "https://api.inaturalist.org/v1/places/autocomplete?q=Yellowstone"
```

- **Response**: Returns `results` with `id`, `name`, `display_name`, `bounding_box_geojson`, `location`, and `admin_level`.

## Rate Limits

The iNaturalist API enforces a rate limit of 100 requests per minute. Exceeding this limit returns HTTP 429 responses. For large-scale data exports, iN
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 2026-10-08 · audit v0.4.1 · source sha e1ba289846fdfull audit observations/trust-audit/skill/brycewang-stanford__inaturalist-api.json · Report an issue / request a re-scan
05

Audit history

Every audit this skill has had.

DateSourceVerdictGradeScoreChange
2026-10-08e1ba289846fdSAFEB89first audit
06

Questions

What does the Inaturalist Api skill do?

🔬 A curated collection of 23,000+ agent skills for empirical research across 8 social science disciplines. | 精选 23,000+ AI Agent 技能库,覆盖8大社会科学学科的实证研究。CoPaper.AI 20分钟完成一篇可复现的规范实证论文,并支持用户上传 Skills。-- Maintained by CoPaper.AI from Stanford REAP.

Is Inaturalist Api 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 Inaturalist Api access on my machine?

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

Which assistants does Inaturalist Api work with?

Its documentation mentions openclaw. That is what the text claims, not a compatibility test we ran.

How current is this page?

The grade is for one exact copy of the source (e1ba289846fd), read on 2026-10-08. The repository is watched, and a new audit runs when it changes — this is the first audit.

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