여러 업체와 공공기관의 사이버 보안 보고서를 검색하고 가져와 위협, 랜섬웨어, 침해 통계 등의 추세를 비교합니다. 분석에는 출처별 업체, 연도, 보고서를 표시하고 자료 간 차이도 따로 다룹니다.
- 분류별 위협 보고서를 찾을 때
- 특정 업체의 보고서를 가져올 때
- 여러 업체의 랜섬웨어 동향을 비교할 때
`workflow` CLI로 Workflows v2 정의를 만들고 검증합니다. 흐름도를 확인하고 로컬 실행, 일정 설정, 다른 워크플로 연결을 할 수 있으며 정의와 실행 기록도 살펴볼 수 있습니다.
Authors and operates Workflows v2 definitions through the `workflow` CLI: scaffold a definition, validate it until clean, graph it, run it locally, put a schedule on it, link workflows with after triggers or workflow steps, and inspect definitions and runs. USE WHEN new workflow, create a workflow, make a workflow, I want a workflow for, workflow for doing this, define a workflow, remind me, set a reminder, follow up on, check back on, scheduled task, recurring job, schedule this, run this every, run it nightly, run workflow, run the workflow, link these workflows, chain workflows, run after, when this finishes run, validate workflow, workflow graph, list workflows, what workflows do I have, did the workflow run, pause workflow. NOT FOR the inventory of everything LifeOS runs, missing or orphaned jobs and acknowledgements (use Workflows.ts in LIFEOS/WORKFLOWS), Cloudflare Worker deploys (Cloudflare), or building a whole skill (CreateSkill).
실행 점수 미검증
설치 방법 보기Workflows는 workflow CLI를 사용해 Workflows v2 정의를 만들고 검증하며, 흐름도로 표시하고 로컬에서 실행하거나 일정을 설정하고 다른 워크플로와 연결합니다. 알림과 반복 작업을 실행 가능한 정의로 만들 수 있고, 다음 실행 시각과 실행 기록도 확인할 수 있습니다. 검증은 정의의 형식을 점검하고, 실행은 단계들을 실제로 작동시킵니다. 전송, 결제, 배포 같은 작업은 부작용을 명시해야 하며, 필요하면 사람의 승인 단계를 넣을 수 있습니다.
반복해서 하는 일을 워크플로로 정의하거나 특정 시각에 알림을 설정할 때 사용할 수 있습니다. 단계 순서와 실행 상태를 확인하거나 여러 워크플로를 연결할 때도 유용합니다.
사용하려면 bun과 LifeOS의 LIFEOS/WORKFLOWS/ 엔진이 필요합니다. 이 기기에서 일정을 실행하려면 macOS가 필요합니다. validate는 정의를 검사하지만 run은 단계를 실제로 실행하며, 모델 비용이 발생하거나 사람의 승인을 기다릴 수 있습니다.
이 소개문은 공개된 SKILL.md를 바탕으로 AI(OpenAI Codex)가 작성했습니다. 정확한 사양은 아래 원문을 확인하세요.
AI가 SKILL.md의 내용에서 주의가 필요한 작업과 도입 전제를 확인했습니다. 점수는 실제로 실행한 결과(실행 검증)만으로 매깁니다.
점수에는 넣지 않았습니다. 2026년 10월 28일 기준으로 AI(OpenAI Codex)가 판정했습니다. 참고용이므로 설치 전에 원문도 확인해 주세요.
설치하기 전에 에이전트에게 전달되는 지시 내용을 확인할 수 있습니다.
The principal says "I want a new workflow for doing this." This skill turns that into a definition in the definitions home, validated by the workflow CLI, and visible on the Workflows page in Pulse.
The CLI is the source of truth: bun LIFEOS/WORKFLOWS/workflow.ts help --json lists the commands that exist, their usage strings and exit codes. The format and the system doctrine are in LIFEOS/DOCUMENTATION/Workflows/WorkflowsSystem.md. This skill names only commands that help --json lists, plus LIFEOS/WORKFLOWS/engine/schedule-install.ts, which after a hand edit checks the schedule compiles and the dispatcher is loaded, and is not in that catalog.
workflow validate (exit 0) before it is reported done, and any deploy, send or pay step declares its side_effects and sits under a human approval upstream.<name>.workflow.yaml definition with its trigger enabled for the dispatcher, never an issue alone, and shows in workflow list and Pulse.validate checks shape, run executes for real and may spend money or park on a human gate.| Workflow | Trigger | File |
|---|---|---|
| Create | "new workflow", "I want a workflow for", "make a workflow that", "define a workflow" | Intents/Create.md |
| Run | "run workflow", "run it", "run the workflow", "dry run" | Intents/Run.md |
| Reminder | "remind me to", "set a reminder", "follow up on", "check back on", any one-off thing due later | Intents/Reminder.md |
| Schedule | "schedule this", "run this every night", "run it once at", "pause workflow" | Intents/Schedule.md |
| Link | "link these workflows", "run B after A", "chain workflows", "call a workflow from a workflow" | Intents/Link.md |
| Inspect | "list workflows", "did it run", "what does this workflow do", "why did it fail" | Intents/Inspect.md |
| File | Read when |
|---|---|
Format.md | authoring reference — load before writing any definition |
EvalState.md | the latest authoring-eval scores (auto-generated, machine-owned) |
LIFEOS/USER/WORKFLOWS/ as <name>.workflow.yaml; the file stem equals name:.new, list, validate, graph, next, run, runs, schedule, pause, resume, link, show, step, put, remove; help --json has the full catalog. Every one takes --json. Exit 0 success, 1 invalid or failed, 2 usage.command step declares side_effects ([none] when it touches nothing). A command line that deploys, sends or pays (any deploy subcommand or deploy script, a git push, gmail.ts send, Relay send.ts, YouTubeUpload upload, dd-cli order and the ordering skill's maintainer-side submit wrapper) must declare the matching effect, or validate refuses it.human approval upstream (a human step with the default output, {approved, note}). Outbound to the principal only (recipient: principal) is exempt. At run time a decline stops the gated step even without a when; add when: { ref: steps.<human>.output.approved, equals: true } so a decline skips it and the run ends cleanly.run executes all seven step kinds (RUNNABLE_KINDS in engine/runner.ts). A human step parks the run on disk and texts a 👍/👎 approval; model and agent steps call the OpenAI lanes and cost money; a workflow step runs the child as its own ledger run. Only runs_on: cloud is refused locally.LIFEOS_WORKFLOWS_DIR and LIFEOS_WORKFLOWS_LEDGER so they leave the real home and ledger alone.Customizations, when present: <configRoot>/LIFEOS/USER/CUSTOMIZATIONS/SKILLS/Workflows/ (configRoot is $CLAUDE_CONFIG_DIR when set, else ~/.claude).
Nothing to configure for authoring. The skill needs bun and the LIFEOS/WORKFLOWS/ engine that ships with LifeOS. Definitions go in LIFEOS/USER/WORKFLOWS/ (create the folder if it is missing; LIFEOS_WORKFLOWS_DIR points the CLI at another one). Status check: bun LIFEOS/WORKFLOWS/workflow.ts help --json prints the command catalog and exits 0. Local schedules are evaluated by one launchd job, com.lifeos.workflows-dispatcher, so scheduled and reminder workflows that run on this machine need macOS; defining and validating a workflow does not use launchd.
Step "deploy" declares side effects deploy but no human step is among its ancestors. is the fix-the-design signal. Add the human step; do not remove side_effects to pass.after link needs its upstream on disk (2026-09-28). after: upstream workflow "no-such-flow" does not exist appears when the trigger names a workflow that has no definition file yet. Create or fix the upstream first.Step "summarize" lane must be one of openaiLow, openaiMedium, sol, astra. A model name in lane: fails.validate checks shape; run executes for real. Every step kind runs locally, so a model or agent step spends money and a human step parks the run until it is answered. Only runs_on: cloud is refused by a local run; it runs on its Worker after workflow deploy. Say which applies when reporting.side_effects is refused (2026-10-09). Step "x" is a command step and must declare side_effects means say what it touches; [none] is fine for a step that only computes. Declaring less than the command line does, such as a send declared as [read], is refused too.com.lifeos.workflows-dispatcher, runs engine/dispatcher.ts serve under KeepAlive, evaluates every local schedule, interval and once trigger each minute, and starts after: and event workflows; cloud workflows are scheduled by their own runner. workflow schedule|pause|resume|put report scheduled by com.lifeos.workflows-dispatcher or the dispatcher skips it. After a hand edit of triggers, schedule-install.ts install <name> only checks the schedule compiles, removes any leftover per-workflow job and makes sure the dispatcher is loaded. Claim a schedule is live only when the definition validates with the trigger enabled, launchctl list | grep com.lifeos.workflows-dispatcher shows the dispatcher, bun LIFEOS/VIGIL/Vigil.ts heartbeat --json shows its workflows-dispatcher row not stale, and workflow next <name> --json shows the next fire. The direction is Cloudflare as the clock and the Mac as a worker (Workflows ISA F27).--class prep, never by severity (moved from Reminder.md, 2026-10-12). The class, not the severity, decides Vigil delivery: prep is a fixed-rule class, so the next Vigil tick texts it as written. It skips the 72h story hold, quiet hours and the daily text budget, and the editor never rewords or demotes it. An ops text can be held, and a held text is never sent later.principalTimezone(), the current-location zone. A zone copied from the identity file would make "remind me at 9" fire at 06:00 local for a principal travelling three zones west of home. A stored schedule keeps the zone it was written with, so the report names that zone.workflow CLI. The inventory of every job LifeOS runs, with missing and orphan reconciliation, is Workflows.ts. Route "what is broken or missing" there.env: (2026-09-30; USER and LOGNAME added 2026-10-25 so the claude CLI can find its login). A variable set on a test run, such as NODE_ENV=test meant to stop a send, never reaches the step unless the step declares it, so an undeclared test flag lets a test run send for real. Before testing any step with outbound side effects, declare the test flag under env: and confirm the test output shows the skip."Hello ${name}" in an argv or prompt is a literal string. Pass values through with and $ref, and let the command build text from its stdin JSON.Example 1: create
User: "I want a new workflow that builds the site, waits for my OK, then deploys it"
→ Create.md: workflow new, author build (command) → approve (human) → deploy (command, side_effects: [deploy], when approve said yes)
→ workflow validate exits 0, workflow graph summarised in four lines
→ reports the file path and what runs locally
Example 2: schedule
User: "schedule this to run every morning at 7"
→ Schedule.md: adds a schedule trigger in the principal's current zone (principalTimezone()), validates, prints the next fire times with workflow next
→ workflow schedule writes the trigger and reports scheduled by com.lifeos.workflows-dispatcher; the loaded dispatcher, a fresh heartbeat and workflow next confirm it will fire
Example 3: link
User: "run the report workflow after the export finishes"
→ Link.md: adds an after trigger on the report, checks the export's output schema fits the report's input, validates both, reads the connection class from workflow graph
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여러 업체와 공공기관의 사이버 보안 보고서를 검색하고 가져와 위협, 랜섬웨어, 침해 통계 등의 추세를 비교합니다. 분석에는 출처별 업체, 연도, 보고서를 표시하고 자료 간 차이도 따로 다룹니다.
기능이나 구성 요소 자체의 설계 요구와 시스템 전체의 목표를 세 단계로 비교합니다. 설계상의 충돌과 적절한 구현 범위를 정리하고, 제안한 설계가 전체 방향과 맞는지 평가합니다.
글의 주제에 맞는 격언과 인용문을 찾아 저자와 선정 이유를 함께 제안합니다. 출처가 있는 인용문을 추가하고, 사상가의 말을 주제별로 조사하며, 사용 기록을 관리해 같은 인용문을 반복하지 않도록 돕습니다.
블로그 삽화, 기술 도표, 비교 그림, 만화, 아이콘 등을 용도에 맞는 절차로 제작합니다. 구도와 색상, 이미지 모델을 정하고 검토용 이미지를 출력합니다.
브리프와 제작 기준에 따라 이미지, 영상, 슬라이드, 사이트 화면 캡처의 시각 품질을 평가합니다. 두 비전 심사자가 점수와 결함 우선순위를 제시하고, 정해진 횟수 안에서 수정을 돕습니다. 평가를 통과한 결과물만 전달할 수 있으며, 사람의 점수와 의견은 별도 기록해 심사 보정에 활용합니다.
주제, 연구 분야, 논문 ID로 arXiv 논문을 찾고 제목, 저자, 초록, 링크를 정리합니다. 새 논문을 확인하고, 제공되는 경우 AlphaXiv의 AI 생성 개요도 가져옵니다.