NightVision API Discovery

Use this skill when helping users generate OpenAPI specifications from their source code using nightvision swagger extract. API Discovery performs static analysis — no running application or compilation needed — and annotates the spec with source file paths and line numbers (Code Traceback) so that vulnerabilities found during DAST scans trace back to exact code locations.

Agent workflow

When a user asks to extract or document their API:

1. Check prerequisites — verify the NightVision CLI is available (nightvision --help)
2. Examine the repo — identify the backend language and web framework to determine the --lang flag and whether the framework is supported (see references/framework-support.md)
3. Run extraction — execute nightvision swagger extract with the appropriate flags. On success, the CLI prints "Swagger file extracted successfully." and writes the spec to the output path (default: openapi-spec.yml)
4. Review the output — read the generated spec to check completeness. Handle unresolved variables if nv.config was created alongside the spec
5. Compare coverage — if the user has an existing spec, run nightvision swagger diff to show what was discovered vs. what was documented
6. Upload to target — attach the spec to a NightVision target for scanning

Related skills: Use scan-configuration for target/auth setup, ci-cd-integration for pipeline integration, scan-triage for interpreting scan results.

Language flags

Language	Flag	Frameworks
Python	--lang python	Django, DRF, Flask, Flask-RESTful, FastAPI
Java	--lang java	Spring Boot, JAX-RS/Jersey, Micronaut, Java EE/Jakarta EE
JavaScript	--lang js	Express, NestJS, Fastify
C#	--lang dotnet	ASP.NET Core (controllers, minimal APIs)
Go	--lang go	Gin, httprouter, net/http (experimental)
Ruby	--lang ruby	Rails, Grape

See references/framework-support.md for detailed component coverage per framework.

Running extraction

# Basic extraction (output defaults to openapi-spec.yml)
nightvision swagger extract . --lang python

# Specify output file and format
nightvision swagger extract . --lang java -o api-spec.json --file-format json

# Extract and upload directly to a NightVision target
nightvision swagger extract . -t my-api -p my-project --lang python

# Extract without uploading
nightvision swagger extract . -o openapi-spec.yml --lang java --no-upload

# Scan multiple source directories
nightvision swagger extract ./service-a ./service-b --lang python

# Extend an existing spec (add discovered endpoints to it)
nightvision swagger extract . --lang python --extend existing-spec.yml

# Exclude directories from analysis
nightvision swagger extract . --lang python --exclude vendor,generated

# Include code snippets in the spec (useful for debugging)
nightvision swagger extract . --lang python --dump-code

Extraction fallback for CI

Extraction can fail if language detection fails or the framework isn't supported. Always guard against this in pipelines:

nightvision swagger extract . -t $TARGET --lang java || true
if [ ! -e openapi-spec.yml ]; then cp backup-openapi-spec.yml openapi-spec.yml; fi

Handling unresolved variables

When static analysis can't resolve a variable (e.g., an API prefix read from an environment variable), it appears as a literal placeholder in the spec. NightVision generates an nv.config file to fix this.

Steps:

1. Run extraction — if unresolved variables exist, nv.config is created alongside the spec (in the first source directory passed to the command)
2. Open nv.config — find the replacements object with null values
3. Replace null with the actual values (check the app's config files, environment vars, etc.)
4. Re-run extraction — the tool reads nv.config and substitutes the values. You can also use -c / --config to explicitly specify the config file path: nightvision swagger extract . --lang python -c path/to/nv.config

// nv.config example
{
  "replacements": {
    "Microsoft.AspNetCore.Builder.WebApplication.Services...ApiPrefix": null
  }
}

The agent should help the user find the actual value by searching their config files (appsettings.json, .env, settings.py, etc.) and updating nv.config.

Comparing API specs

Use swagger diff to measure coverage or detect breaking changes:

# Summary diff (paths and schemas counts)
nightvision swagger diff original-spec.yml discovered-spec.yml

# Show only path-level changes (endpoints added/removed/modified)
nightvision swagger diff original-spec.yml discovered-spec.yml --paths

# Show only schema changes
nightvision swagger diff original-spec.yml discovered-spec.yml --schemas

# Show the full diff (paths and schemas together, with details)
nightvision swagger diff original-spec.yml discovered-spec.yml --full-diff

# Save diff output to file
nightvision swagger diff original-spec.yml discovered-spec.yml -o diff-report.txt

Common use cases:

• Coverage analysis — compare a hand-written spec against the discovered one to find undocumented shadow APIs
• PR checks — diff specs from the base branch vs. PR branch to detect breaking API changes
• Audit — verify that all endpoints are documented

Detecting existing specs

Search the codebase for existing OpenAPI/Swagger files. The detect command takes no positional arguments — use -p to specify the root folder:

# Detect project roots in the current directory
nightvision swagger detect

# Detect in a specific directory
nightvision swagger detect -p ./path/to/code

# Save detection results as JSON
nightvision swagger detect -o detection-results.json

Code Traceback

The generated spec includes x-source annotations on each endpoint with the file path and line number where the route is declared. When this spec is used for DAST scanning:

• Vulnerabilities found by NightVision link directly to the source code
• GitHub Security Alerts, Azure Boards work items, and Jenkins Warnings show the exact file and line
• Developers see where to fix, not just what to fix

This is why using NightVision-generated specs (vs. hand-written ones) significantly improves the triage experience.

Troubleshooting

Issue	Cause	Fix
No endpoints found	Wrong --lang flag, or unsupported framework	Verify the framework is supported, check --lang value
Unresolved variables in paths	Config values read from env vars without defaults	Fill in nv.config replacements and re-run
Incomplete routes	Custom routing, non-standard framework usage	NightVision relies on standard framework patterns; custom routing may not be detected
Extraction fails entirely	Syntax errors in source, missing files	Use --diagnostics to get language-level error details
Spec missing sub-routes	Code in subdirectories not scanned	Pass multiple paths: nightvision swagger extract ./src ./lib

For unsupported frameworks or components, contact support@nightvision.net.