Roboflow Product Navigation

Name: Roboflow Product Navigation
Author: roboflow

roboflow/computer-vision-skills

140 installs
30 repo stars
Updated August 3, 2026
roboflow/computer-vision-skills

Helps with ai & agent building tasks.

About

roboflow-product-navigation is a Claude Code skill for ai & agent building. It helps solo builders move faster with AI-assisted coding.

roboflow-product-navigation
AI & Agent Building
AI-coding skill

Roboflow Product Navigation by the numbers

140 all-time installs (skills.sh)
+27 installs in the week ending Aug 5, 2026 (Skillselion tracking)
Ranked #3,512 of 16,546 AI & Agent Building skills by installs in the Skillselion catalog
Data as of Aug 5, 2026 (Skillselion catalog sync)

npx skills add https://github.com/roboflow/computer-vision-skills --skill roboflow-product-navigation

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Installs	140
repo stars	★ 30
Last updated	August 3, 2026
Repository	roboflow/computer-vision-skills ↗

What it does

Helps with ai & agent building tasks.

Files

SKILL.mdMarkdownGitHub ↗

For agents — source-of-truth: This skill is authored in `roboflow/computer-vision-skills` and shipped with the Roboflow plugin. If your client has loaded the plugin (you'll see roboflow:<name> skills in your available skills list), use those local skills — they're read fresh from disk every session. The same content served as MCP resources at roboflow://skills/<name>/... is a fallback for clients without the plugin and may lag this repo. Don't call `ReadMcpResourceTool` for `roboflow://skills/...` URIs when a local `roboflow:<name>` skill is available.

Roboflow Web App Navigation

Base URL: https://app.roboflow.com

URL Hierarchy

Workspace -> Project -> Version -> Model
/{workspace} -> /{workspace}/{project} -> /{workspace}/{project}/{version} -> trained model

Page Reference

Workspace Level

Page	URL Pattern	What's There
Workspace projects	`/{workspace}`	Project list, asset library tab, create new project
Home	`/{workspace}/home`	Dashboard, recent activity, quick actions
Asset Library	`/{workspace}?tab=asset-library`	Cross-project image library (tab on projects page)
Browse images	`/{workspace}/browse`	Browse all workspace images
Models	`/{workspace}/models`	All models in workspace
Workflows list	`/{workspace}/workflows`	All workflows in workspace, create/manage
Vision Events	`/{workspace}/vision-events`	Inference volume, class distribution, monitoring
Deployments	`/{workspace}/deployments`	Dedicated deployments, batch processing, edge devices (tabs)
Edge Devices	`/{workspace}/deployment-manager/devices`	Edge device management

Workspace Settings (`/{workspace}/settings/...`)

Page	URL Pattern	What's There
Plan & Billing	`/{workspace}/settings/plan`	Plan, credit usage, invoices, payment method
Usage	`/{workspace}/settings/usage`	API call history, credit consumption
Team members	`/{workspace}/settings/members`	Invite, remove, change roles (RBAC)
API keys	`/{workspace}/settings/api`	Workspace API keys
Annotation insights	`/{workspace}/settings/insights`	Annotator productivity, agreement metrics
Workflow blocks	`/{workspace}/settings/workflow-blocks`	Custom workflow block management
Project settings	`/{workspace}/settings/project-settings`	Workspace-wide project settings
Third-party keys	`/{workspace}/settings/thirdpartykeys`	External service API keys
Data sources	`/{workspace}/settings/datasources`	Bucket mirror / cloud import config
Audit logs	`/{workspace}/settings/audit-logs`	Workspace activity audit trail (Enterprise)

Project Level

Page	URL Pattern	What's There
Project (auto-redirect)	`/{workspace}/{project}`	Redirects to most relevant sub-page based on state
Upload	`/{workspace}/{project}/upload`	Drag-and-drop images/videos, import from cloud (S3/GCS/Azure)
Annotate	`/{workspace}/{project}/annotate`	Annotation tool: bbox, polygon, mask, keypoints, AI labeling
Annotate batch	`/{workspace}/{project}/annotate/batch/{batchId}`	Annotate specific batch, create jobs, auto-label
Annotate job	`/{workspace}/{project}/annotate/job/{jobId}`	Work on specific annotation job
Images	`/{workspace}/{project}/images`	Grid view of all images, search, filter by tag/class/split
Browse	`/{workspace}/{project}/browse`	Dataset image browser
Explore	`/{workspace}/{project}/explore`	Visual dataset exploration
Dataset health	`/{workspace}/{project}/health`	Class balance, image sizes, annotation stats
Settings / Classes	`/{workspace}/{project}/settings`	Manage classes, project settings
Videos	`/{workspace}/{project}/videos`	Video management
Active Learning	`/{workspace}/{project}/active-learning`	Active learning configuration
Train	`/{workspace}/{project}/train`	Start training, model architecture selection
Deploy	`/{workspace}/{project}/deploy`	API snippet, SDK code, deployment options
Overview	`/{workspace}/{project}/overview`	Project overview (public projects)

Version Level

Page	URL Pattern	What's There
Generate version	`/{workspace}/{project}/generate`	Train/test split, preprocessing, augmentation config
Version list / detail	`/{workspace}/{project}/versions`	All versions, version summary
Version detail	`/{workspace}/{project}/{version}`	Version summary, image counts per split
Training	`/{workspace}/{project}/{version}/train`	Start training on this version
Training results	`/{workspace}/{project}/{version}/train/results`	mAP, precision, recall, confusion matrix
Export	`/{workspace}/{project}/{version}/export`	Download in various formats (COCO, YOLO, VOC, etc.)
Version images	`/{workspace}/{project}/{version}/images`	Browse images in this version

Workflows

Page	URL Pattern	What's There
Workflows list	`/{workspace}/workflows`	All workflows, create new
Workflow editor	`/{workspace}/workflows/{workflow-id}`	Visual block editor, JSON editor, preview, test

Universe (separate domain)

Page	URL Pattern	What's There
Universe home	`universe.roboflow.com`	Search datasets/models, trending projects
Dataset page	`universe.roboflow.com/{user}/{project}`	Overview, images, classes, download, fork
Model page	`universe.roboflow.com/{user}/{project}/model`	Try model, API snippet, deploy
Dataset browse	`universe.roboflow.com/{user}/{project}/browse`	Explore images with annotations

Other Pages

Page	URL Pattern	What's There
Account settings	`/settings/account`	Profile, email, password, API keys
Roboflow Rapid	`/{workspace}/rapid/{rapidDataId}`	Guided flow: upload, auto-label, train, deploy

API Keys

Workspace API key: /{workspace}/settings/api
Personal API key: /settings/account -> API Keys tab
Both are needed for different SDK/API operations

Project Types

When creating a project, choose one (cannot be changed later):

Type	Use Case
Object Detection	Locate objects with bounding boxes
Instance Segmentation	Pixel-level object boundaries
Semantic Segmentation	Pixel-level class regions
Keypoint Detection	Object pose/skeleton
Single-Label Classification	One label per image
Multi-Label Classification	Multiple labels per image

roboflow://skills/product-navigation/features-by-page — intent-to-URL lookup table ("I want to do X → go here")

Roboflow: Feature Lookup by Intent

Source-of-truth note: This page ships with the Roboflow plugin. If your client has the plugin loaded, prefer the local skill (roboflow:product-navigation) over fetching roboflow://skills/product-navigation/features-by-page via ReadMcpResourceTool — the MCP resources are a fallback for non-plugin clients and may lag the source repo.

"I want to do X" -> go here / use this tool.

Base URL: https://app.roboflow.com

Upload Data

Intent	Web URL	Alternatives
Upload images/videos	`/{ws}/{proj}/upload`	Python SDK: `project.upload(path)`, MCP: `image_upload` + `image_upload_status`
Import from S3/GCS/Azure	`/{ws}/{proj}/upload` -> Cloud Import tab	Python SDK with cloud URLs
Import from Universe	`/{ws}/{proj}/upload` -> Universe tab	MCP: `universe_search` then fork
Upload pre-annotated data	`/{ws}/{proj}/upload` (drag folder with annotations)	Python SDK: `project.upload(path)` auto-detects annotations

Annotate

Intent	Web URL	Alternatives
Draw bounding boxes	`/{ws}/{proj}/annotate`	--
Draw polygons/masks	`/{ws}/{proj}/annotate` (select polygon/mask tool)	--
Annotate keypoints	`/{ws}/{proj}/annotate` (keypoint project)	--
Use AI auto-label	`/{ws}/{proj}/annotate/batch/{batchId}/autoLabel`	MCP: `annotations_save` with model predictions
Use Label Assist (model-assisted)	`/{ws}/{proj}/annotate` -> toggle Label Assist	--
Use Smart Polygon (SAM)	`/{ws}/{proj}/annotate` -> Smart Polygon tool	--
Assign labeling to team	`/{ws}/{proj}/annotate/batch/{batchId}/createJob`	MCP: `annotation_jobs_create`
Review annotation batches	`/{ws}/{proj}/annotate`	MCP: `annotation_batches_list`, `annotation_batches_get`
Check annotator productivity	`/{ws}/settings/insights`	--

Manage Dataset

Intent	Web URL	Alternatives
Search images	`/{ws}/{proj}/images` -> search bar	MCP: `images_search`
Filter by class/tag/split	`/{ws}/{proj}/images` -> filter panel	--
Add tags to images	`/{ws}/{proj}/images` -> select images -> Tag	--
Manage classes	`/{ws}/{proj}/settings`	--
Delete images	`/{ws}/{proj}/images` -> select -> Delete	--
Check class balance	`/{ws}/{proj}/health`	--
Merge projects	`/{ws}/merge`	--
Make project public/private	`/{ws}/{proj}/sharing`	--

Generate Dataset Version

Intent	Web URL	Alternatives
Create version with preprocessing	`/{ws}/{proj}/generate`	MCP: `versions_generate`
Add augmentations	`/{ws}/{proj}/generate` -> Augmentation step	MCP: `versions_generate` (augmentation params)
Set train/test split	`/{ws}/{proj}/generate` -> first step	MCP: `versions_generate`
View version details	`/{ws}/{proj}/{version}`	MCP: `versions_get`
Export/download version	`/{ws}/{proj}/{version}/export`	MCP: `versions_export`, Python SDK: `version.download(format)`

Train Models

Intent	Web URL	Alternatives
Train a model	`/{ws}/{proj}/train`	MCP: `models_train`
Choose model architecture	`/{ws}/{proj}/train` -> architecture step	MCP: `models_train` (model param)
Train from checkpoint	`/{ws}/{proj}/train` -> checkpoint step	MCP: `models_train`
Train specific version	`/{ws}/{proj}/{version}/train`	MCP: `models_train`
Check training status	`/{ws}/{proj}/{version}` (shows progress bar)	MCP: `models_get_training_status`
View training results (mAP, etc.)	`/{ws}/{proj}/{version}/train/results`	MCP: `models_get`
Cancel training	`/{ws}/{proj}/{version}` -> Cancel button	--
Use Roboflow Instant (auto-train)	Triggers on batch approval	--

Deploy & Inference

Intent	Web URL	Alternatives
Get API snippet for model	`/{ws}/{proj}/deploy`	--
Run inference on image	`/{ws}/{proj}/deploy` -> Try tab	MCP: `models_infer`
Set up dedicated deployment	`/{ws}/deployments?tab=dedicated`	API
View edge devices	`/{ws}/deployment-manager/devices`	--
Batch processing	`/{ws}/deployments?tab=batch`	--
Monitor model performance	`/{ws}/vision-events`	--
Upload custom model weights	`/{ws}/{proj}/deploy` -> Upload	Python SDK: `version.deploy(model_type, path)`

Workflows

Intent	Web URL	Alternatives
Create workflow	`/{ws}/workflows` -> Create	--
Edit workflow (visual)	`/{ws}/workflows/{id}`	--
Edit workflow JSON	`/{ws}/workflows/{id}` -> JSON tab	MCP: `workflow_specs_validate`
Test workflow	`/{ws}/workflows/{id}` -> Preview/Test	MCP: `workflows_run`, `workflow_specs_run`
Deploy workflow	`/{ws}/workflows/{id}` -> Deploy	Inference SDK, REST API
List available blocks	`/{ws}/workflows/{id}` -> block palette	MCP: `workflow_blocks_list`

Universe (Pretrained Models & Datasets)

Intent	Web URL	Alternatives
Search for datasets	`universe.roboflow.com` -> search	MCP: `universe_search`
Search for models	`universe.roboflow.com` -> search (filter: has model)	MCP: `universe_search`
Fork dataset to workspace	`universe.roboflow.com/{user}/{proj}` -> Fork	--
Try a pretrained model	`universe.roboflow.com/{user}/{proj}/model`	MCP: `models_infer` with universe model ID
Download dataset	`universe.roboflow.com/{user}/{proj}` -> Download	Python SDK: `rf.universe(user, proj).version(v).download(fmt)`

Team & Workspace Management

Intent	Web URL	Alternatives
Invite team member	`/{ws}/settings/members` -> Invite	--
Change member role	`/{ws}/settings/members` -> click member	--
Create project folders	`/{ws}` -> Folders section	--
Set folder permissions	`/{ws}` -> Folder -> Settings	--
View/change plan	`/{ws}/settings/plan`	--
Check credit usage	`/{ws}/settings/usage`	--
Purchase credits	`/{ws}/settings/plan` -> Buy Credits	--
Update payment method	`/{ws}/settings/plan` -> Payment tab	--
Get workspace API key	`/{ws}/settings/api`	--
Get personal API key	`/settings/account` -> API Keys	--
Configure SSO	`/{ws}/settings/plan` (Enterprise)	--
View audit logs	`/{ws}/settings/audit-logs` (Enterprise)	--