Kedro Security Review
kedro-org/kedro
Run a Kedro security scan on the full codebase or just a pull request.
Static Application Security Testing orchestration — run and compose Semgrep, CodeQL, Bandit, gosec, Brakeman, SpotBugs, ESLint; author custom rules; ingest SARIF; triage and rank findings by…
Install Sast Orchestration
$ npx skills add hardw00t/ai-security-arsenal --skill sast-orchestration -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install hardw00t/ai-security-arsenal sast-orchestration --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/hardw00t/ai-security-arsenal.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/sast-orchestration .claude/skills/sast-orchestration && 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 "sast-orchestration" agent skill from https://github.com/hardw00t/ai-security-arsenal/tree/main/skills/sast-orchestration into .claude/skills/sast-orchestration/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "sast-orchestration", 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/hardw00t/ai-security-arsenal/tree/main/skills/sast-orchestrationType 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 hardw00t/ai-security-arsenal --skill sast-orchestration -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install hardw00t/ai-security-arsenal sast-orchestration --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/hardw00t/ai-security-arsenal.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/sast-orchestration .agents/skills/sast-orchestration && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "sast-orchestration" agent skill from https://github.com/hardw00t/ai-security-arsenal/tree/main/skills/sast-orchestration into .agents/skills/sast-orchestration/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "sast-orchestration", 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 hardw00t/ai-security-arsenal --skill sast-orchestration -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install hardw00t/ai-security-arsenal sast-orchestration --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/hardw00t/ai-security-arsenal.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/sast-orchestration .cursor/skills/sast-orchestration && 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 "sast-orchestration" agent skill from https://github.com/hardw00t/ai-security-arsenal/tree/main/skills/sast-orchestration into .cursor/skills/sast-orchestration/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "sast-orchestration", 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/hardw00t/ai-security-arsenal.git --path skills/sast-orchestration--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 hardw00t/ai-security-arsenal --skill sast-orchestration -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install hardw00t/ai-security-arsenal sast-orchestration --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/hardw00t/ai-security-arsenal.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/sast-orchestration .gemini/skills/sast-orchestration && 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 "sast-orchestration" agent skill from https://github.com/hardw00t/ai-security-arsenal/tree/main/skills/sast-orchestration into .gemini/skills/sast-orchestration/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "sast-orchestration", 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 hardw00t/ai-security-arsenal sast-orchestrationInstalls 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 hardw00t/ai-security-arsenal --skill sast-orchestration -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/hardw00t/ai-security-arsenal.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/sast-orchestration .github/skills/sast-orchestration && 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 "sast-orchestration" agent skill from https://github.com/hardw00t/ai-security-arsenal/tree/main/skills/sast-orchestration into .github/skills/sast-orchestration/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "sast-orchestration", 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 hardw00t/ai-security-arsenal --skill sast-orchestration -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install hardw00t/ai-security-arsenal sast-orchestration --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/hardw00t/ai-security-arsenal.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/sast-orchestration .opencode/skills/sast-orchestration && 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 "sast-orchestration" agent skill from https://github.com/hardw00t/ai-security-arsenal/tree/main/skills/sast-orchestration into .opencode/skills/sast-orchestration/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "sast-orchestration", 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
sast-orchestration- GitHub stars
- 105
- Token cost
- ~2.7k tokens
- SKILL.md length
- 926 words
- Files
- 28 (incl. scripts, references)
- Skills in repo
- 7
- Repo updated
- First seen
- Licence
- None found
At a glance
Static Application Security Testing orchestration — run and compose Semgrep, CodeQL, Bandit, gosec, Brakeman, SpotBugs, ESLint; author custom rules; ingest SARIF; triage and rank findings by…
- Asked to scan code for vulnerabilities
- SKILL.md covers When to Use, Trigger Phrases, When NOT to Use This Skill and Decision Tree, plus 10 more sections
- Calls pip, brew and mvn
- Write Semgrep/CodeQL rules
What it does
Sast Orchestration is an agent skill from hardw00t/ai-security-arsenal. Static Application Security Testing orchestration — run and compose Semgrep, CodeQL, Bandit, gosec, Brakeman, SpotBugs, ESLint; author custom rules; ingest SARIF; triage and rank findings by exploitability. Use this skill when asked to scan code for vulnerabilities, write Semgrep/CodeQL rules, triage SAST output, reduce false positives, or integrate SAST into CI/CD. Triggers on phrases like 'scan this code', 'write a Semgrep rule', 'triage these findings', 'SARIF', 'SAST in CI', or when a repo is handed over for…
Its SKILL.md is about 2.7k tokens, which your agent loads only when the skill is triggered. The skill folder holds 31 other files, including scripts and reference files (for example `examples/semgrep_rules/hardcoded_secret.yaml`, `examples/semgrep_rules/sql_injection.yaml` and `examples/semgrep_rules/ssrf.yaml`).
It sits in Security, covering Static analysis and SAST. It works with Semgrep and ESLint. The repository describes itself as: A collection of skills, agents, commands, and workflows for security researchers. Compatible with Claude Code, Claude Desktop, OpenCode, and other AI coding tools.
When your agent uses it
- Asked to scan code for vulnerabilities
- Write Semgrep/CodeQL rules
- Triage SAST output
- Reduce false positives
Example prompts
- “scan this code”
- “write a Semgrep rule”
- “triage these findings”
- “/sast-orchestration”
Requirements
- Python 3
- Node.js
What it can do on your machine
Read from SKILL.md and the folder at commit a1a68f7. 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 1 file in scripts/, which the agent can run.
Shell commands in SKILL.md call:
pipbrewmvngradlesemgrepgogemnpm
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md. Its commands use pip and npm, which can reach the network depending on how they are called.
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
Sast Orchestration loads about 2.7k tokens when it runs, and up to ~11k if it reads all its reference files. Until then it costs about 139 tokens; SKILL.md has 926 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
Without a licence we can't republish the file, so here is its outline and opening line. It has 926 words (~2,705 tokens).
“This skill runs multiple static-analysis tools against a codebase, authors custom detection rules, ingests SARIF, and performs high-signal triage. The headline capability is triage: converting raw, noisy SAST output into a ranked list of exploitable findings — where frontier reasoning…”
- name
- sast-orchestration
Files
SKILL.md and 27 other files (scripts, references) in skills/sast-orchestration of hardw00t/ai-security-arsenal.
- SKILL.md
- examples/codeql_queries/hardcoded_credential.ql
- examples/codeql_queries/sql_injection_taint.ql
- examples/codeql_queries/taint_template.ql
- examples/semgrep_rules/hardcoded_secret.yaml
- examples/semgrep_rules/sql_injection.yaml
- examples/semgrep_rules/ssrf.yaml
- references/bandit.md
- references/bounty_patterns_2024_2026.md
- references/brakeman.md
- references/codeql.md
- references/eslint_security.md
- references/gosec.md
- references/sarif_format.md
- references/semgrep.md
- references/spotbugs.md
- schemas
- … and 11 more
Open the folder on GitHubat commit a1a68f7
Compare with similar skills
Sast Orchestration 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 |
|---|---|---|---|---|---|---|
| Sast Orchestration this skillhardw00t/ai-security-arsenal | 105 | — | ~2.7k | Automated safety check: Pass | None | |
| Kedro Security Reviewkedro-org/kedro | 11k | — | ~3.3k | Automated safety check: Pass | Custom licence | |
| Semgrep Security Scantrailofbits/skills | 7.5k | — | ~3.7k | Automated safety check: Notes | CC-BY-SA-4.0 | |
| Kedro Plugins Security Reviewkedro-org/kedro-plugins | 119 | — | ~3.1k | Automated safety check: Pass | Apache-2.0 | |
| Sarif Parsingtrailofbits/skills | 7.5k | 3 repos | ~4.4k | Automated safety check: Notes | CC-BY-SA-4.0 | |
| Detection Breadthdeonmenezes/mantishack | 503 | — | ~510 | Automated safety check: Pass | Apache-2.0 |
Similar skills
- Official
Semgrep Security Scan
trailofbits/skills
Detects languages, proposes rulesets for approval, then runs the approved Semgrep scan across a codebase and merges the output into one SARIF file.
Kedro Plugins Security Review
kedro-org/kedro-plugins
Run a security scan on the kedro-plugins codebase or a pull request.
- Official
Sarif Parsing
trailofbits/skills
Parses and processes SARIF files from static analysis tools like CodeQL, Semgrep, or other scanners.
Detection Breadth
deonmenezes/mantishack
When and how to reach for the companion detectors -- bandit (Python SAST) and trivy (deps + secrets + IaC misconfig) -- alongside the core semgrep/CodeQL/osv/trufflehog toolchain
Semgrep Rule Creator
skrun-dev/skrun
Generate a complete Semgrep rule bundle (rule.yml + tests.md + README.md) from a CVE description and a bad-code example.
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Related
Categories
Questions about Sast Orchestration
What does Sast Orchestration do?
Static Application Security Testing orchestration — run and compose Semgrep, CodeQL, Bandit, gosec, Brakeman, SpotBugs, ESLint; author custom rules; ingest SARIF; triage and rank findings by…. Sast Orchestration is an agent skill from hardw00t/ai-security-arsenal. Static Application Security Testing orchestration — run and compose Semgrep, CodeQL, Bandit, gosec, Brakeman, SpotBugs, ESLint; author custom rules; ingest SARIF; triage and rank findings by exploitability.
When should I use Sast Orchestration?
Sast Orchestration fits situations like: asked to scan code for vulnerabilities; write Semgrep/CodeQL rules; triage SAST output; reduce false positives.
How do I install Sast Orchestration in Claude Code?
Run `npx skills add hardw00t/ai-security-arsenal --skill sast-orchestration -a claude-code`. Or copy the skill folder (skills/sast-orchestration in hardw00t/ai-security-arsenal) into .claude/skills/sast-orchestration in your project. Claude Code loads it when a task matches its description.
How do I install Sast Orchestration in Codex?
Run `npx skills add hardw00t/ai-security-arsenal --skill sast-orchestration -a codex`. Or copy the skill folder (skills/sast-orchestration in hardw00t/ai-security-arsenal) into .agents/skills/sast-orchestration in your project. Codex loads it when a task matches its description.
Can I use Sast Orchestration 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 hardw00t/ai-security-arsenal --skill sast-orchestration -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/sast-orchestration, .gemini/skills/sast-orchestration, .github/skills/sast-orchestration and .opencode/skills/sast-orchestration in your project.
What does Sast Orchestration need to run?
Going by SKILL.md and its folder, Sast Orchestration needs the command-line tools its instructions call (pip, brew, mvn, gradle, semgrep and go). Our summary lists: Python 3; Node.js.
Does Sast Orchestration access the network?
SKILL.md contains no URLs. Its commands use pip and npm, which can reach the network depending on how they are called. This is read from the text; nothing was executed.
Is Sast Orchestration 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 Sast Orchestration use?
No licence was found for Sast Orchestration or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
How many tokens does Sast Orchestration use?
About 2.7k tokens (SKILL.md is roughly 11k 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 8.4k tokens, read only when the agent opens those files.
What are the alternatives to Sast Orchestration?
Skills that share tags, products or a category with Sast Orchestration: Kedro Security Review (kedro-org/kedro, 11k stars), Semgrep Security Scan (trailofbits/skills, 7.5k stars), Kedro Plugins Security Review (kedro-org/kedro-plugins, 119 stars) and Sarif Parsing (trailofbits/skills, 7.5k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Sast Orchestration?
hardw00t (a GitHub user) maintains it in hardw00t/ai-security-arsenal, which has 105 GitHub stars. The repository holds 7 skills in this directory. The repository was last updated on April 19, 2026.
Source: hardw00t/ai-security-arsenal on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.