Container Security
hardw00t/ai-security-arsenal
Container and Kubernetes security assessment — image vulnerability scanning, SBOM diff analysis, K8s cluster auditing, RBAC privilege mapping, NetworkPolicy review, container escape testing, and…
Operate Syft, Grype, Trivy, Gitleaks, Retire.js, package-manager metadata, and build evidence for advanced software-supply-chain assessment.
Install Operate Supply Chain Toolchain
$ npx skills add cyberful/cyberful --skill operate-supply-chain-toolchain -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install cyberful/cyberful operate-supply-chain-toolchain --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/cyberful/cyberful.git skills-src && mkdir -p .claude/skills && cp -r skills-src/cyberful/builtin/skills/operate-supply-chain-toolchain .claude/skills/operate-supply-chain-toolchain && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "operate-supply-chain-toolchain" agent skill from https://github.com/cyberful/cyberful/tree/main/cyberful/builtin/skills/operate-supply-chain-toolchain into .claude/skills/operate-supply-chain-toolchain/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "operate-supply-chain-toolchain", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/cyberful/cyberful/tree/main/cyberful/builtin/skills/operate-supply-chain-toolchainType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add cyberful/cyberful --skill operate-supply-chain-toolchain -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install cyberful/cyberful operate-supply-chain-toolchain --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/cyberful/cyberful.git skills-src && mkdir -p .agents/skills && cp -r skills-src/cyberful/builtin/skills/operate-supply-chain-toolchain .agents/skills/operate-supply-chain-toolchain && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "operate-supply-chain-toolchain" agent skill from https://github.com/cyberful/cyberful/tree/main/cyberful/builtin/skills/operate-supply-chain-toolchain into .agents/skills/operate-supply-chain-toolchain/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "operate-supply-chain-toolchain", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add cyberful/cyberful --skill operate-supply-chain-toolchain -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install cyberful/cyberful operate-supply-chain-toolchain --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/cyberful/cyberful.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/cyberful/builtin/skills/operate-supply-chain-toolchain .cursor/skills/operate-supply-chain-toolchain && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "operate-supply-chain-toolchain" agent skill from https://github.com/cyberful/cyberful/tree/main/cyberful/builtin/skills/operate-supply-chain-toolchain into .cursor/skills/operate-supply-chain-toolchain/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "operate-supply-chain-toolchain", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/cyberful/cyberful.git --path cyberful/builtin/skills/operate-supply-chain-toolchain--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add cyberful/cyberful --skill operate-supply-chain-toolchain -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install cyberful/cyberful operate-supply-chain-toolchain --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/cyberful/cyberful.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/cyberful/builtin/skills/operate-supply-chain-toolchain .gemini/skills/operate-supply-chain-toolchain && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "operate-supply-chain-toolchain" agent skill from https://github.com/cyberful/cyberful/tree/main/cyberful/builtin/skills/operate-supply-chain-toolchain into .gemini/skills/operate-supply-chain-toolchain/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "operate-supply-chain-toolchain", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install cyberful/cyberful operate-supply-chain-toolchainInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add cyberful/cyberful --skill operate-supply-chain-toolchain -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/cyberful/cyberful.git skills-src && mkdir -p .github/skills && cp -r skills-src/cyberful/builtin/skills/operate-supply-chain-toolchain .github/skills/operate-supply-chain-toolchain && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "operate-supply-chain-toolchain" agent skill from https://github.com/cyberful/cyberful/tree/main/cyberful/builtin/skills/operate-supply-chain-toolchain into .github/skills/operate-supply-chain-toolchain/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "operate-supply-chain-toolchain", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add cyberful/cyberful --skill operate-supply-chain-toolchain -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install cyberful/cyberful operate-supply-chain-toolchain --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/cyberful/cyberful.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/cyberful/builtin/skills/operate-supply-chain-toolchain .opencode/skills/operate-supply-chain-toolchain && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "operate-supply-chain-toolchain" agent skill from https://github.com/cyberful/cyberful/tree/main/cyberful/builtin/skills/operate-supply-chain-toolchain into .opencode/skills/operate-supply-chain-toolchain/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "operate-supply-chain-toolchain", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
Facts
- Skill name
operate-supply-chain-toolchain- GitHub stars
- 135
- Token cost
- ~1.2k tokens
- SKILL.md length
- 447 words
- Files
- 9 (incl. scripts, references, assets)
- Skills in repo
- 85
- Repo updated
- First seen
- Licence
- AGPL-3.0
At a glance
Operate Syft, Grype, Trivy, Gitleaks, Retire.js, package-manager metadata, and build evidence for advanced software-supply-chain assessment.
- Works in 5 steps: Generate a canonical SBOM with Syft… → Generate independent Trivy… → Scan the canonical SBOM with Grype so… → …
- SBOM construction
- SKILL.md covers Establish artifact identity, Build and reconcile inventories, Triage vulnerabilities as… and Separate secret surfaces, plus 1 more section
- Runs Python scripts from its folder
What it does
Operate Supply Chain Toolchain is an agent skill from cyberful/cyberful. Operate Syft, Grype, Trivy, Gitleaks, Retire.js, package-manager metadata, and build evidence for advanced software-supply-chain assessment. Use for SBOM construction, dependency reconciliation, image and filesystem analysis, secret-history review, vulnerability triage, provenance gaps, release-diff analysis, and separating package presence from reachable exploitability.
Its SKILL.md is about 1.2k tokens, which your agent loads only when the skill is triggered. The skill folder holds 13 other files, including scripts, reference files and assets (for example `agents/openai.yaml`, `assets/supply-chain-campaign.example.json` and `assets/supply-chain-campaign.schema.json`).
It sits in Security, covering Supply chain security. It works with Trivy. The repository describes itself as: Cyberful is an open-source AI Red Team for discovering, exploiting, verifying, and remediating vulnerabilities. The licence is AGPL-3.0.
When your agent uses it
- SBOM construction
- Dependency reconciliation
- Image and filesystem analysis
- Secret-history review
Example prompts
- “/operate-supply-chain-toolchain”
Requirements
- Python 3
Workflow steps
5 steps, taken from the first numbered list in SKILL.md.
- Generate a canonical SBOM with Syft using package and file catalogers appropriate to the artifact.
- Generate independent Trivy inventory/vulnerability output.
- Scan the canonical SBOM with Grype so inventory drift is not confused with advisory drift.
- Use Retire.js for shipped browser bundles and vendored JavaScript that package manifests miss.
- Diff inventories by package URL, coordinates, version, location, layer, and evidence source.
What it can do on your machine
Read from SKILL.md and the folder at commit ec598a6. It shows what the files ask for, not the result of running them.
Tool permissions
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
Runs code
Ships 2 files in scripts/ (Python), which the agent can run.
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Context cost
Operate Supply Chain Toolchain loads about 1.2k tokens when it runs, and up to ~2k if it reads all its reference files. Until then it costs about 101 tokens; SKILL.md has 447 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
Safety
Auto-check passed
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); the scripts in this folder are not scanned.
SKILL.md
The full file from cyberful/cyberful at commit ec598a6, republished under its AGPL-3.0 licence (© cyberful). 447 words, ~1,159 tokens.
Download SKILL.mdSave it as
.claude/skills/operate-supply-chain-toolchain/SKILL.md (or your agent's skills folder). This skill also uses 8 other files; get the full folder from GitHub.- name
- operate-supply-chain-toolchain
- description
- Operate Syft, Grype, Trivy, Gitleaks, Retire.js, package-manager metadata, and build evidence for advanced software-supply-chain assessment. Use for SBOM construction, dependency reconciliation, image and filesystem analysis, secret-history review, vulnerability triage, provenance gaps, release-diff analysis, and separating package presence from reachable exploitability.
- metadata.domain
- software-supply-chain
- metadata.subdomain
- artifact-analysis-tooling
- metadata.triggers
- generate SBOM, scan dependency vulnerabilities, scan container image, search repository secrets, correlate package inventory, supply chain toolchain
- metadata.tags
- Syft, Grype, Trivy, Gitleaks, SBOM, provenance
Operate Supply Chain Toolchain
Build an evidence graph from source declaration to lock resolution, restored artifact, build stage, runtime image, loaded component, advisory match, and reachable behavior. Scanner counts are intermediate data, not conclusions.
Establish artifact identity
Record commit and submodules, lockfiles, package-manager versions, build arguments, target platform, base-image digest, image digest, registry, SBOM format/schema, scanner versions, vulnerability database timestamps, ignore policy, and collection time.
Scan source trees, build outputs, container images, and deployed artifacts separately. A multistage build can remove build dependencies; vendoring, shading, static linking, plugins, or runtime downloads can add components absent from manifests.
Build and reconcile inventories
- Generate a canonical SBOM with Syft using package and file catalogers appropriate to the artifact.
- Generate independent Trivy inventory/vulnerability output.
- Scan the canonical SBOM with Grype so inventory drift is not confused with advisory drift.
- Use Retire.js for shipped browser bundles and vendored JavaScript that package manifests miss.
- Diff inventories by package URL, coordinates, version, location, layer, and evidence source.
Read references/supply-chain-fieldbook.md for reconciliation and high-value edge cases.
For a bounded active campaign, stage scripts/run_supply_chain_campaign.py, assets/supply-chain-campaign.example.json, and assets/supply-chain-campaign.schema.json. Replace the example paths in the workarea, set authorized, the local artifact, selected tools, run ceiling, and timeout explicitly, then execute the staged script with --workspace and --config. The orchestrator resolves only fixed Syft, Grype, Trivy, or Gitleaks command names from the trusted runtime, invokes them update-disabled with argv and no shell, and bounds streams and native output while each process runs. It never installs or updates dependencies. A missing local tool degrades that run; it must not open a network route, especially during Code Audit.
Show full SKILL.md (177 more words)Show less
Triage vulnerabilities as hypotheses
For each candidate, establish package identity, installed versus upstream version semantics, distro backports, affected component/function, reachable entry point, attacker influence, runtime privilege, mitigating configuration, deployment exposure, and fixed-version feasibility.
Do not dismiss a finding solely because the application does not import the package directly; transitive loaders, framework auto-discovery, native linkage, and tooling invoked in CI can create reachability.
Separate secret surfaces
Run Gitleaks against current content and repository history with explicit configuration and stable output. Classify each result as live credential, revoked credential, test fixture, high-entropy non-secret, encrypted material, or unresolved. Validate only with non-mutating identity/introspection calls when appropriate; never print full values into reports.
Search build logs, image layers, package registry configuration, CI definitions, generated source maps, debug artifacts, and release bundles. Deleting a file in a later container layer does not remove it from earlier layers.
Deliver
Preserve raw SBOMs, scanner/database identity, manifest-to-runtime diffs, secret scope and provenance, triage rationale, suppressed items, unscanned artifact classes, and remediation ordered by reachable impact and supply-chain leverage. Keep inventory confidence distinct from vulnerability confidence.
© cyberful, AGPL-3.0. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Files
SKILL.md and 8 other files (scripts, references, assets) in cyberful/builtin/skills/operate-supply-chain-toolchain of cyberful/cyberful.
- SKILL.md
- agents/openai.yaml
- assets/supply-chain-campaign.example.json
- assets/supply-chain-campaign.schema.json
- assets/supply-chain-record.schema.json
- references/supply-chain-fieldbook.md
- scripts/manifest.json
- scripts/run_supply_chain_campaign.py
- tests/test_run_supply_chain_campaign.py
Open the folder on GitHubat commit ec598a6
Compare with similar skills
Operate Supply Chain Toolchain next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Operate Supply Chain Toolchain this skillcyberful/cyberful | 135 | — | ~1.2k | Automated safety check: Pass | AGPL-3.0 | |
| Container Securityhardw00t/ai-security-arsenal | 105 | — | ~2.8k | Automated safety check: Pass | None | |
| Sca TrivyAgentSecOps/SecOpsAgentKit | 220 | 2 repos | ~3.7k | Automated safety check: Pass | Custom licence | |
| Performing Container Security Scanning With Trivymukul975/Anthropic-Cybersecurity-Skills | 34k | — | ~818 | Automated safety check: Pass | Apache-2.0 | |
| Vulnerability Scanningsecondsky/claude-skills | 227 | — | ~799 | Automated safety check: Pass | MIT | |
| Dep Updatestrufflesecurity/trufflehog | 28k | — | ~1.3k | Automated safety check: Pass | AGPL-3.0 |
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Questions about Operate Supply Chain Toolchain
What does Operate Supply Chain Toolchain do?
Operate Syft, Grype, Trivy, Gitleaks, Retire.js, package-manager metadata, and build evidence for advanced software-supply-chain assessment. Operate Supply Chain Toolchain is an agent skill from cyberful/cyberful.js, package-manager metadata, and build evidence for advanced software-supply-chain assessment.
When should I use Operate Supply Chain Toolchain?
Operate Supply Chain Toolchain fits situations like: SBOM construction; dependency reconciliation; image and filesystem analysis; secret-history review.
How do I install Operate Supply Chain Toolchain in Claude Code?
Run `npx skills add cyberful/cyberful --skill operate-supply-chain-toolchain -a claude-code`. Or copy the skill folder (cyberful/builtin/skills/operate-supply-chain-toolchain in cyberful/cyberful) into .claude/skills/operate-supply-chain-toolchain in your project. Claude Code loads it when a task matches its description.
How do I install Operate Supply Chain Toolchain in Codex?
Run `npx skills add cyberful/cyberful --skill operate-supply-chain-toolchain -a codex`. Or copy the skill folder (cyberful/builtin/skills/operate-supply-chain-toolchain in cyberful/cyberful) into .agents/skills/operate-supply-chain-toolchain in your project. Codex loads it when a task matches its description.
Can I use Operate Supply Chain Toolchain in Cursor, Gemini CLI or GitHub Copilot?
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add cyberful/cyberful --skill operate-supply-chain-toolchain -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/operate-supply-chain-toolchain, .gemini/skills/operate-supply-chain-toolchain, .github/skills/operate-supply-chain-toolchain and .opencode/skills/operate-supply-chain-toolchain in your project.
What does Operate Supply Chain Toolchain need to run?
Going by SKILL.md and its folder, Operate Supply Chain Toolchain needs Python for the scripts in its folder. Our summary lists: Python 3.
Does Operate Supply Chain Toolchain access the network?
SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.
Is Operate Supply Chain Toolchain safe to install?
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. The check reads SKILL.md only: the scripts in the folder are not scanned, so read them before running anything.
What licence does Operate Supply Chain Toolchain use?
Operate Supply Chain Toolchain is published under the AGPL-3.0 licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does Operate Supply Chain Toolchain use?
About 1.2k tokens (SKILL.md is roughly 4.6k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 800 tokens, read only when the agent opens those files.
What are the alternatives to Operate Supply Chain Toolchain?
Skills that share tags, products or a category with Operate Supply Chain Toolchain: Container Security (hardw00t/ai-security-arsenal, 105 stars), Sca Trivy (AgentSecOps/SecOpsAgentKit, 220 stars), Performing Container Security Scanning With Trivy (mukul975/Anthropic-Cybersecurity-Skills, 34k stars) and Vulnerability Scanning (secondsky/claude-skills, 227 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Operate Supply Chain Toolchain?
cyberful (a GitHub organization) maintains it in cyberful/cyberful, which has 135 GitHub stars. The repository holds 85 skills in this directory. The repository was last updated on August 24, 2026.
Source: cyberful/cyberful on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.