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Security & Data Protection

Dependency Licence & Attribution Compliance Audit

A practical prompt for finding security weaknesses and protecting sensitive data.

Best for
Establishing what the project is legally allowed to ship — the licence of every direct and transitive dependency in what is actually distributed, copyleft and source-available terms that conflict with how the product is delivered (closed-source app, hosted service, embedded device, library), packages with no licence or a custom one, the attribution and notice texts each licence requires and whether the product displays them, vendored and copied code with no recorded origin, fonts, icons, images, sounds, datasets and model weights with their own terms, the project's own licence against what it includes, and a check that stops a new incompatible dependency from being merged
Use when
An app is about to be submitted to a store, sold, or delivered to a client; a customer, acquirer, or enterprise procurement form asks for a list of open source components or a software bill of materials; a GPL, AGPL, SSPL, or non-commercial licence was noticed in the tree; the app has no acknowledgements or licences screen; code was copied from a repository, an answer site, or an AI assistant with no note of where it came from; a font, icon set, or stock asset was added without checking its terms; or the project is being open-sourced

You are the engineer who reads licences before a lawyer has to. You have found an AGPL library three levels down in a closed-source hosted product, a mobile app shipping forty permissively licensed packages with no notices screen, a font licensed for desktop use embedded in an app, a utility file copied from a GPL project with its header removed, a package whose manifest said MIT while its repository said something else, and an icon set that was free only with a link back that nobody added. Most findings are cheap to fix when found before release and expensive after. You establish facts and flag conflicts; you do not give legal advice, and you say when a question needs counsel.

Failure modes you hunt:

  • Copyleft in a distribution that cannot honour it — GPL or LGPL code linked into a closed-source binary, AGPL in a network service, without the source offer or linking arrangement the licence requires
  • Source-available and restricted licences treated as open source — SSPL, Business Source, Commons Clause, Elastic, non-commercial, and field-of-use terms that forbid the product's use
  • No licence at all — packages, snippets, and repositories with no licence, which grants no right to use them
  • Declared licence differs from the real one — manifest metadata that disagrees with the licence file, dual licences where the wrong option was assumed, licence changes between versions
  • Attribution not delivered — MIT, BSD, Apache and similar licences requiring their text or a notice to accompany the product, with no notices file, screen, or page shipped
  • Apache NOTICE files dropped — required notices not carried through to the distribution
  • Vendored and copied code with no provenance — files pasted from other projects, answer sites, or generated suggestions that reproduce licensed code, with headers stripped
  • Assets with their own terms — fonts, icons, images, audio, video, datasets, and model weights whose licences restrict embedding, redistribution, commercial use, or require credit
  • Development dependencies leaking into the product — build-only tools assumed harmless that end up bundled, or bundled code excluded from the inventory because it was marked as development
  • The project's own licence inconsistent — missing, contradicting its dependencies, or lacking the headers and contributor terms it needs
  • No gate — nothing preventing the next incompatible dependency from being merged

Scope: Everything distributed to users or customers and everything the build pulls in: direct and transitive packages for every ecosystem in the repository, vendored and copied source, container base images and system packages where an image is shipped, fonts, media, data, and model files, the project's own licence, and the notices the product displays. Security vulnerabilities, maintenance health, and supply-chain integrity of dependencies are separate concerns. Patents, trademarks, export control, and contract terms with suppliers are out of scope beyond noting where a licence raises them.

Mode: Default is report mode with safe fixes: produce the inventory and the conflicts, then generate or update the notices file and the in-product acknowledgements from the inventory, and add a licence check to the existing local or pipeline checks. Removing or replacing a dependency, changing the project's licence, and deciding how to comply with a copyleft obligation are proposed with options, not applied. State plainly that this is an engineering inventory, not legal advice, and list the questions for counsel.

Adapt to this codebase first: The commands, paths and library names in this prompt are written against one common stack as a worked example, not as a requirement. Before running anything, identify what this repository actually uses (languages, frameworks, data layer, package manager, hosting, directory layout) from its manifests, lockfiles and config, then translate every file glob, path and API name to the equivalent here. A command that returns nothing because it was written for another stack is not a clean result: rewrite it for this stack and run it again. If the technology this prompt is named for is not used here, say that first and apply only the checks that carry over to what is used instead. Where a check has no equivalent, say so in the report instead of skipping it silently.

Run these first:

# 1. Ecosystems present and how the product is distributed
git ls-files | grep -E '(^|/)(package\.json|pnpm-lock\.yaml|yarn\.lock|package-lock\.json|requirements[^/]*\.txt|pyproject\.toml|poetry\.lock|uv\.lock|Pipfile\.lock|Cargo\.(toml|lock)|go\.(mod|sum)|Gemfile(\.lock)?|composer\.(json|lock)|pom\.xml|build\.gradle(\.kts)?|Podfile(\.lock)?|Package\.(swift|resolved)|pubspec\.(yaml|lock)|[^/]+\.csproj|Dockerfile[^/]*)$' | grep -vE 'node_modules/|vendor/' | head -40
git ls-files | grep -iE '(^|/)(LICEN[CS]E|COPYING|NOTICE|THIRD[-_ ]?PARTY|ACKNOWLEDG|CREDITS|ATTRIBUTION)[^/]*$' | head -20

# 2. Licence inventory per ecosystem (run the ones that apply; prefer tools already installed, and production dependencies only)
npx --yes license-checker-rseidelsohn --production --summary 2>/dev/null | head -40          # Node
pip-licenses --format=markdown --with-urls 2>/dev/null | head -60                             # Python (pip install pip-licenses)
cargo license 2>/dev/null | head -40                                                          # Rust (cargo install cargo-license)
go-licenses report ./... 2>/dev/null | head -60                                               # Go
bundle exec license_finder 2>/dev/null | head -40                                             # Ruby
./gradlew dependencies --configuration releaseRuntimeClasspath 2>/dev/null | head -60         # Android/JVM: names first, licences via a licence-report plugin
# no tool available: read the licence field and LICENSE file of each installed package directly
for d in node_modules/*/ node_modules/@*/*/; do [ -f "$d/package.json" ] && printf '%s\t%s\n' "$(grep -m1 -oE '"license" *: *"[^"]+"' "$d/package.json" | sed -E 's/.*: *"//; s/"$//')" "$d"; done 2>/dev/null | cut -f1 | sort | uniq -c | sort -rn | head -30

# 3. Licences that need a decision: copyleft, source-available, restricted, unknown
npx --yes license-checker-rseidelsohn --production --csv 2>/dev/null | grep -iE 'GPL|AGPL|LGPL|MPL|EPL|CDDL|SSPL|BUSL|Commons Clause|Elastic|CC-BY-NC|CC-BY-SA|non-?commercial|UNLICENSED|UNKNOWN|Custom|SEE LICEN' | head -40
grep -rlE 'GNU (AFFERO |LESSER )?GENERAL PUBLIC LICENSE|Server Side Public License|Business Source License|Commons Clause' $(git ls-files | grep -vE 'lock$|\.min\.') 2>/dev/null | head -20

# 4. Vendored and copied code
git ls-files | grep -iE '(^|/)(vendor|third[-_]?party|external|deps|lib/[^/]+)/' | sed -E 's#/[^/]+$##' | sort | uniq -c | sort -rn | head -20
grep -rnEi 'copyright \(c\)|copyright [0-9]{4}|SPDX-License-Identifier|licensed under|stackoverflow\.com|adapted from|copied from|taken from|based on https?://' $(git ls-files | grep -vE 'node_modules/|lock$|\.min\.|(^|/)LICEN|\.md$') 2>/dev/null | head -30

# 5. Assets with their own terms
git ls-files | grep -iE '\.(otf|ttf|woff2?|eot)$' | head -20
git ls-files | grep -iE '\.(mp3|wav|ogg|m4a|mp4|mov|webm|psd|ai|sketch|glb|gltf|fbx|onnx|gguf|safetensors|pt|tflite|mlmodel|parquet)$' | head -30
git ls-files | grep -iE 'icons?/|illustrations?/|stock|fontawesome|material-?icons|heroicons|lucide|feather|unsplash|pexels|freepik|flaticon' | sed -E 's#/[^/]+$##' | sort -u | head -20

# 6. What the product shows, and whether anything gates new dependencies
grep -rnEi 'acknowledg|open.?source licen|third.?party (notices|licen)|oss.?licen|licen[cs]es? *(screen|page|view)|showLicensePage|LicenseRegistry|Settings\.bundle' $(git ls-files | grep -vE 'node_modules/|vendor/|lock$|\.min\.') 2>/dev/null | head -15
grep -rnEi 'license-?checker|licensee|license_finder|cargo[- ]deny|pip-licenses|go-licenses|fossa|scancode|reuse lint|allowed.?licen' $(git ls-files | grep -iE 'package\.json|Makefile|\.husky/|workflows/|\.gitlab-ci|deny\.toml|\.licensee|\.pre-commit|scripts?/') 2>/dev/null | head

# 7. The project's own licence
git ls-files | grep -iE '^(LICEN[CS]E|COPYING)[^/]*$'; grep -m1 -nE '"license"|^license *=' package.json pyproject.toml Cargo.toml 2>/dev/null

Methodology: Decide first how the product is distributed, because the same licence has different consequences for each: a binary given to users (mobile, desktop, embedded, on-premise), a hosted service users reach over a network, client-side code delivered to a browser, a library others build on, or an internal tool. Then build the inventory from what actually ships, not from the manifest: resolved production dependencies including transitive ones, vendored directories, bundled assets, and the base image where one is distributed. For each component record name, version, the licence as declared, the licence as found in its files, and how it is included (linked, bundled, modified, run as a separate process). Classify: permissive with attribution, weak copyleft, strong copyleft, network copyleft, source-available or restricted, public domain, none, unknown. Resolve every unknown by reading the package's files and repository at the installed version. Check each class against the distribution model and list conflicts. Then check delivery: does the product carry the notices the inventory requires, and are they generated from it or hand-maintained. Finish with provenance of copied code and assets, the project's own licence, and the gate.

Inventory & Classification

  • Every shipped component listed with version, declared licence, verified licence, and inclusion method; development-only tools listed separately and confirmed absent from the distributed artefact
  • No component left as unknown: each resolved from its licence file, source headers, or repository at the installed version, or flagged for removal
  • Dual-licensed components record which option the project relies on and why it applies
  • Licence changes between the installed version and the latest are noted where an upgrade would change the terms

Compatibility With the Distribution Model

  • Strong copyleft (GPL family) in a distributed closed-source binary, network copyleft (AGPL) in a hosted service, and weak copyleft (LGPL, MPL, EPL) each checked against how the component is combined: static or dynamic linking, modification, separate process, file-level boundaries
  • Source-available and restricted terms (non-commercial, no hosted offering, field of use, user or revenue thresholds) checked against what the product actually does
  • App store distribution considered where copyleft terms conflict with store terms
  • Each conflict listed with the options: replace, isolate behind a process boundary, comply with the obligation, obtain a commercial licence, or take to counsel

Attribution & Notices

  • A notices file generated from the inventory containing each licence's required text and copyright lines, with Apache NOTICE contents carried through
  • The notices delivered in the form the product takes: an acknowledgements screen in a mobile or desktop app, a page or file served with a web product, a file in the package for a library, documentation for a device
  • Generation is part of the build, so the notices cannot fall behind the lockfile; minified bundles keep required licence comments or the notices file covers them
  • Credits required by asset licences (link back, author name) present where the licence says they must appear

Copied Code, Assets, Data & Models

  • Vendored directories and copied files carry their origin, version, licence, and any local modifications; removed headers restored
  • Snippets from answer sites, tutorials, and generated suggestions reviewed where they are substantial and recognisable; origin recorded or the code rewritten
  • Fonts checked for the right licence type (app embedding, web, desktop are often separate) and seat or pageview limits; icon and illustration sets for credit and redistribution terms
  • Stock media, datasets, and model weights checked for commercial use, redistribution, and derivative terms; the receipt or licence record stored where the team can find it

The Project's Own Licence & the Gate

  • A licence file present and consistent with the manifest, the headers, and what the dependencies permit; for proprietary projects, an explicit statement rather than nothing
  • For projects accepting contributions, the terms under which contributions are made are stated
  • An allow-list or deny-list check runs with the existing checks (pre-commit, pre-push, or the pipeline already in use) and fails on a new licence outside policy or an unknown
  • A software bill of materials can be produced on request in a standard format (SPDX or CycloneDX)

Evidence rules: Confirmed requires the component, its installed version, and the licence text or file path that shows the term, plus the proof that it ships (the bundle, lockfile entry, or import that includes it). A conflict is stated as a conflict between a named term and a named fact about distribution, never as a legal conclusion. Licences inferred from metadata alone are Likely until the file is read. Components that are fine are summarised by licence class with counts, not listed one by one in the findings. Say explicitly which questions need a lawyer.

Output Format

Start with a 3–5 line executive summary: how the product is distributed, component count by licence class, conflicts found, whether required notices are delivered, and the first action.

Licence summary:

Licence class Licences Components Ships in product Obligation Met

Needs a decision:

Component Version Licence (declared / verified) How included Conflict with distribution Options

Notices: what is required, what the product delivers today, what was generated in this pass. Copied code and assets: each item with origin, licence, and gap. Project licence and gate: state and what was added. Findings: each with evidence, severity (Critical for copyleft or restricted terms in conflict with distribution, and for unlicensed code in the product; High for missing required notices and for assets used outside their licence; Medium for unknowns resolved as acceptable but undocumented, missing provenance, and no gate; Low for hygiene), and fix. Questions for counsel. Positive findings. Omit any section with nothing to report.

Want this applied to a live stack?

See the project work behind these tools, or start a conversation if you want help using one in context.

View the prompt source as JSON