Improve code, prompts, skills, or agent definitions through repeated changes and evaluation. Measure numerical targets such as latency or size, or use an LLM to judge pass-or-fail criteria, keeping changes that improve the result.
한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.
- Improving page load performance
- Reducing build output size
- Refining prompts against evaluation criteria
danielmiessler/LifeOS☆ 2만2026년 9월 4일 업데이트
Review stored LifeOS goals and personal context against available records such as sleep, app usage, work, and expenses. The skill prioritizes stale information and contradictions, proposes corrections for approval, and reviews the gap between current and ideal states.
한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.
- Review outdated goals and personal context
- Compare recorded circumstances with observed activity
- Revisit the gap between current circumstances and goals
danielmiessler/LifeOS☆ 2만2026년 9월 4일 업데이트
Structure problem solving around clear goals, competing explanations, experiments, and measurable results. Use the cycle to diagnose bugs, validate features, compare prompts, or evaluate an early product, then choose the next step based on evidence.
한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.
- Diagnosing a bug with a quick investigation
- Comparing prompt structures through experiments
- Defining success criteria for a feature
danielmiessler/LifeOS☆ 2만2026년 9월 4일 업데이트
Develop varied ideas for names, writing angles, and problem solving by exploring five candidates internally and presenting the strongest. It also expands small example collections into diverse datasets for evaluation, training, or testing.
한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.
- Finding a distinctive product name
- Developing a fresh angle for a blog post
- Exploring solutions to a technical problem
danielmiessler/LifeOS☆ 2만2026년 9월 4일 업데이트
Find quotes that fit a text’s themes, with attribution and a short reason for each suggestion. Add sourced quotes, research thinkers, and organize a quote collection by theme and usage history to avoid repetition.
한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.
- Finding a fitting quote for a newsletter
- Saving sourced quotes without duplicates
- Researching a thinker’s quotes by theme
danielmiessler/LifeOS☆ 2만2026년 9월 4일 업데이트
Explore explanations for poorly understood phenomena through repeated hypothesis generation and selection. Compare causal mechanisms, test what happens when components change, and retain distinct candidates with predictions, rival comparisons, and clearly stated unresolved questions.
한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.
- Developing hypotheses for an unexplained phenomenon
- Comparing competing causal explanations
- Identifying predictions that distinguish theories
danielmiessler/LifeOS☆ 2만2026년 9월 4일 업데이트
Research topics across multiple sources, cross-check findings, and verify source URLs before producing a report with confidence labels. Choose from quick lookups to iterative investigations that preserve findings, with community sources prioritized for questions about public reactions.
한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.
- Compare AI technology trends
- Map a market and its products
- Investigate community reactions
danielmiessler/LifeOS☆ 2만2026년 9월 4일 업데이트
Extract useful ideas from videos, podcasts, interviews, and articles, organized into sections tailored to the content. Choose from five depth levels, preserving surprising claims and, at fuller levels, getting essential takeaways and references to explore.
한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.
- Extract key insights from a YouTube interview
- Review a podcast at a chosen level of detail
- Organize useful ideas from an article
danielmiessler/LifeOS☆ 2만2026년 9월 4일 업데이트
Map sensitive data across the systems you manage, explore what a compromised asset could expose, and maintain a risk register. Record likelihood, impact, owners, mitigations, and review dates to support ongoing security planning.
한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.
- Locating sensitive data across managed systems
- Assessing the impact of a compromised server or worker
- Recording risk owners, mitigations, and review dates
danielmiessler/LifeOS☆ 2만2026년 9월 4일 업데이트
Find people and assess identity matches using public information from social media, official records, and reverse lookups. The skill cross-checks independent sources, reports confidence levels, and requires at least three matching identifiers for a high-confidence result.
한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.
- Looking for an old friend or former coworker
- Checking public information about an unknown caller
- Finding public accounts linked to a username
danielmiessler/LifeOS☆ 2만2026년 9월 4일 업데이트
Strengthen existing tests with fast-check by checking properties across generated inputs. Find bugs that example tests miss and reduce failing inputs to small, reproducible cases. Property testing is available; the other listed workflows remain planned.
한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.
- Checking parser behavior across generated inputs
- Testing serialization and deserialization round trips
- Finding pure functions covered only by example tests
danielmiessler/LifeOS☆ 2만2026년 9월 4일 업데이트
Analyze a problem by separating fundamental facts from policies and untested assumptions. The skill produces a component breakdown, a constraint table, and a rebuilt solution, helping explain which inherited assumptions may be limiting the available options.
한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.
- Breaking down the causes of high costs
- Reviewing requirements inherited from past projects
- Reconsidering a design that has stalled
danielmiessler/LifeOS☆ 2만2026년 9월 4일 업데이트
Create explainer clips, short videos, and animated overlays with React code. Define scenes and motion by frame number, then render an MP4 that can be regenerated after changes to the content, timing, or visual design.
한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.
- Turn a process explanation into an animated video
- Create a short video from supplied content
- Build animated overlays for video
danielmiessler/LifeOS☆ 2만2026년 9월 4일 업데이트
Analyze recent work history and recurring frustration to identify problems that existing skills or workflows do not address. Receive a ranked shortlist of new skill ideas, with supporting evidence, for deciding what to build next.
한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.
- Choosing which skill to build next
- Investigating recurring work frustrations
- Checking whether existing skills cover a problem
danielmiessler/LifeOS☆ 2만2026년 9월 4일 업데이트
Gather local news, building permits, elections, legislation, and other civic information for a configured US hometown. The skill combines available sources into a daily JSON digest that Pulse can display in its LOCAL tab.
한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.
- Reviewing a daily hometown digest
- Checking council agendas and proposed ordinances
- Tracking construction and business openings
danielmiessler/LifeOS☆ 2만2026년 9월 4일 업데이트
Explore one problem through several distinct perspectives to uncover hidden requirements and edge cases. Turn the findings into testable success criteria, refinements, and failure conditions, stopping when additional perspectives no longer produce new requirements.
한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.
- Finding overlooked requirements before starting work
- Reviewing a problem from stakeholders' perspectives
- Exploring failure modes and changes over time
danielmiessler/LifeOS☆ 2만2026년 9월 4일 업데이트
Turn completed research, analysis, reports, or plans from the current session into a self-contained HTML artifact. A renderer controls layout, typography, and color, using structured content and a choice of two visual styles.
한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.
- Turn research findings into an HTML artifact
- Format a cost analysis with tables and callouts
- Present investigation findings as a designed document
danielmiessler/LifeOS☆ 2만2026년 9월 4일 업데이트
Create and maintain LifeOS skills, from initial file structure to validation and effectiveness testing. Update workflows, improve instructions, and refine descriptions so skills activate for appropriate requests, while checking naming conventions and handling of personal data.
한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.
- Creating a new LifeOS skill
- Adding workflows or tools to an existing skill
- Checking and correcting skill structure
danielmiessler/LifeOS☆ 2만2026년 9월 4일 업데이트
Examine articles, reports, or pasted text for bias in the data, the producing organization's interests, and the reporting. It seeks cited studies and returns a structured report separating supported findings from editorial interpretation.
한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.
- Check whether an article's headline matches the cited study
- Assess survey methods and sponsor conflicts of interest
- Review a PDF report and trace its underlying sources
danielmiessler/LifeOS☆ 2만2026년 9월 4일 업데이트
Turn an unclear idea into a specification with testable completion criteria. The skill supports discovery interviews, drafts from existing code, completeness checks, and records of decisions and verification in a shared project document.
한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.
- Clarifying an idea through questions
- Defining testable project completion criteria
- Drafting a specification from existing code
danielmiessler/LifeOS☆ 2만2026년 9월 4일 업데이트
Operate Chrome or Brave using signed-in browser sessions to verify deployed pages, reproduce bugs, inspect page structure, and examine errors or network traffic. An optional macOS bridge extends control to native applications and operating system input.
한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.
- Verify page appearance after deployment
- Reproduce blank pages and disappearing content
- Inspect console errors and network traffic
danielmiessler/LifeOS☆ 2만2026년 9월 4일 업데이트
Turn the current conversation topic into an interactive lesson with spoken explanations and text diagrams in the terminal. Answer one question at each step, receive feedback, and check your understanding with a short quiz and recap.
한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.
- Understand the work you just completed
- Learn a named topic step by step
- Check your understanding with a quiz
danielmiessler/LifeOS☆ 2만2026년 9월 4일 업데이트
Develop solution ideas through repeated rounds of research, cross-domain borrowing, recombination, and evaluation. Receive ranked candidates with feasibility and novelty scores, supporting and opposing arguments, and a record of where each idea came from and how it changed.
한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.
- Develop newsletter retention strategies
- Find approaches inspired by other fields
- Combine and refine existing feature ideas
danielmiessler/LifeOS☆ 2만2026년 9월 4일 업데이트
Find arXiv papers by topic, research category, or paper ID. Retrieve titles, authors, abstracts, and links, check new submissions, and add AlphaXiv's AI-generated overviews when available to help decide which papers to read.
한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.
- Checking new AI and machine learning papers
- Finding papers on a specific research topic
- Looking up a paper by its ID or arXiv URL
danielmiessler/LifeOS☆ 2만2026년 9월 4일 업데이트