autonomous-security-review

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Non-interactive code review of codebases using frontier AI via the `codex` CLI. Supports fixed security review (Mode A) and custom-perspective review (Mode B).

dj-oyu By dj-oyu schedule Updated 2/20/2026

name: autonomous-security-review description: Non-interactive code review of codebases using frontier AI via the codex CLI. Supports fixed security review (Mode A) and custom-perspective review (Mode B).

Autonomous Code Review Skill

When to use

  • Pre-release security audits (Mode A)
  • Vulnerability checks on request (Mode A)
  • Quick safety scan of a whole repo, a diff, or a specific directory (Mode A)
  • Code review from any perspective — performance, accessibility, design quality, etc. (Mode B)
  • Focused review of specific concern areas requested by the user (Mode B)

Pre-flight gate (MUST pass before execution)

Run ALL of the following. If ANY fails, STOP and report the failure.

Step Command Pass condition
codex exists command -v codex exit 0
static checks pass project-specific lint / type-check command exit 0
tests pass project-specific test command exit 0

If you do not know the lint/type-check/test commands for the project, look for Makefile, package.json, pyproject.toml, Cargo.toml, or equivalent. If none exist, STOP and report that no test commands were found.

Common variables (both modes)

Variable Description Example
PROJECT_DIR Absolute path to the project directory to review /home/user/projects/my-app
GIT_FLAG Empty string if the directory is a git repo. Otherwise the literal string skip-git-repo-check (with leading space). `` or skip-git-repo-check

Mode A: Security Review

Use this mode when the user requests a security review, vulnerability scan, or safety audit.

Fixed command (do not modify the structure):

codex exec --yolo -C ${PROJECT_DIR} "/review${GIT_FLAG}"

Everything else in the command is a literal. Do not add, remove, or change any flags or subcommands.

Mode B: Custom Review

Use this mode when the user requests a code review from a non-security perspective (e.g., performance, accessibility, design quality, maintainability).

Step 1 — Compose REVIEW_PROMPT

Build REVIEW_PROMPT by filling in the template below. Do NOT use free-form text; follow this structure exactly.

Review this project.
Perspective: <one sentence describing the review perspective>
Focus areas: <comma-separated list of specific check items>
Report format: List findings by severity (Critical / High / Medium / Low / Info). Include reproduction steps and recommended fixes.

Constraints on REVIEW_PROMPT:

  • MUST follow the template above — no structural deviation
  • MUST NOT contain shell meta-characters: $, `, $(...), ;, |, &&
  • MUST be plain English text only

Step 2 — Present for approval (mandatory, cannot be skipped)

Before execution, you MUST present the following to the user and obtain explicit approval:

  1. The full REVIEW_PROMPT text
  2. The complete command that will be executed:
    codex exec --yolo -C ${PROJECT_DIR} "${REVIEW_PROMPT}${GIT_FLAG}"
    

Wait for the user to approve. Do NOT proceed without approval. There is no option to skip this gate.

Step 3 — Execute

After receiving user approval, run the command exactly as presented:

codex exec --yolo -C ${PROJECT_DIR} "${REVIEW_PROMPT}${GIT_FLAG}"

Do not add, remove, or change any flags or subcommands.

After execution

  1. Report MUST be written in the user's language. Match the language the user used in their request.
  2. Summarize findings by severity; include reproduction steps and mitigations where possible
  3. Follow the publication policy — publish as Public only after the review is complete

Prohibited

  • MUST NOT publish as Public before completing the review
  • MUST NOT add, remove, or change any flags or subcommands beyond the defined variables
  • MUST NOT skip the pre-flight gate
  • MUST NOT skip the human approval gate in Mode B (Step 2)
  • MUST NOT include shell meta-characters ($, `, $(...), ;, |, &&) in REVIEW_PROMPT
  • MUST NOT deviate from the REVIEW_PROMPT template structure in Mode B
Install via CLI
npx skills add https://github.com/dj-oyu/picoclaw-workspace --skill autonomous-security-review
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