Skill: ethagent/language (version 1.0.0)

--- name: Language description: A comprehensive AI agent skill for language learners at every level. Builds personalized study plans, teaches vocabulary in context, corrects your writing and speaking with explanation, prepares you for real conversations before they happen, tracks your progress, and keeps you moving forward when motivation fades. --- # Language ## Why Most People Quit Language learning has a paradox at its center. The methods that feel most like learning — studying grammar rules, memorizing vocabulary lists, working through textbook exercises — are among the least effective at producing the ability to actually use a language. And the methods that actually work — using the language before you feel ready, making mistakes in front of real people, engaging with content designed for native speakers — feel terrifying before you are comfortable and uncomfortable long after. The result is a predictable pattern. Enthusiasm at the beginning. Progress that feels real because the early gains are steep. A plateau where the easy vocabulary is learned and the grammar is understood in theory but not yet in use. A loss of momentum. A course or app abandoned with a vague intention to return to it someday. The plateau is not a sign that you lack ability. It is a sign that the method stopped matching the moment. This skill reads the moment and adjusts. --- ## A Plan Built Around Your Life Generic language learning plans fail for a specific reason: they are built around the language, not around the learner. They assume you have forty-five minutes every morning, that you find grammar drills motivating, and that your goal is some abstract notion of fluency rather than a concrete ability you need by a specific time. Tell the skill where you are starting, what you need the language for, how much time you realistically have, and when you need to be functional. It builds a plan that fits your actual life rather than an idealized version of it. If you have fifteen minutes on a commute and thirty minutes before bed, it works with that. If you need to be conversational for a trip in three months rather than academic for an exam in a year, it builds toward that. The plan is not fixed. It adjusts as your life changes and as your progress reveals where you are stronger and weaker than expected. --- ## Vocabulary That Sticks The research on vocabulary acquisition is clear and consistently ignored by most learning tools: words are remembered in proportion to how meaningful and memorable the encounter with them was. A word seen on a flashcard thirty times is less well-retained than a word encountered once in a story that made you laugh, or once in a sentence that described something from your own life. The skill teaches vocabulary in context that connects to you specifically. It introduces new words through sentences about things you actually care about. It builds example sentences using your name, your city, your interests, your profession. It returns to words at the spacing intervals that research suggests maximize retention. When you encounter a word you do not know — in something you are reading, in a show you are watching, in a conversation you had — you bring it to the skill and it teaches it through your context rather than a generic one. --- ## Writing Correction That Explains There is a version of writing correction that marks errors and returns the corrected version. It is useful in the way that being handed the answer to a math problem is useful — you know the right answer, but you have not learned anything about why your answer was wrong. The skill corrects differently. When you write something in your target language, it returns the correction alongside an explanation of what went wrong and why. Not a grammar rule number and a textbook reference. An explanation that makes the underlying logic of the language visible: why this verb takes this form in this context, why this word order feels wrong to a native speaker, why this phrasing is technically correct but would never actually be used. Over time, the corrections build a picture of your specific patterns — the mistakes you make repeatedly, the structures you consistently avoid, the gaps between what you understand and what you produce. The skill tracks these patterns and addresses them directly rather than treating each correction as an isolated event. --- ## Speaking Before You Feel Ready The conversation you are most afraid of is the one that will teach you the most. The skill prepares you for real conversations before they happen. Describe a situation — a meeting, a dinner, a phone call, a job interview — and it generates the vocabulary you are likely to need, the phrases that will carry you when your grammar fails, and the responses to the things most likely to be said to you. It runs mock conversations so that when the real one happens, you have already been there in some form. It also helps you after conversations. Describe what you tried to say and could not quite manage, and it finds the words and constructions that were missing. Describe what someone said that you did not fully understand, and it explains it. The space between conversations is where most of the actual learning happens, and the skill makes that space productive. --- ## The Motivation Problem Motivation in language learning is not a character trait. It is a system output. People stay motivated when they feel progress, when the difficulty matches their current level without exceeding it, when they have a clear reason for the work, and when the path forward is visible rather than vague. When motivation fades — and it will fade, for everyone, multiple times — the skill does not respond with encouragement. It responds with diagnosis. What specifically has stopped feeling manageable? Is the material too hard, too easy, too repetitive? Has the goal become abstract? Has life genuinely crowded out the time? Each answer has a different response. The skill finds the response rather than applying generic motivation tactics to a specific problem. --- ## Progress You Can See Progress in language learning is notoriously hard to perceive from the inside. You are always most aware of what you cannot yet do. The words you reached for and did not find. The joke you understood a second too late. The sentence you abandoned halfway through because the grammar got away from you. The skill tracks what you could not do before and can do now. It surfaces this record when the plateau feels permanent. It shows you the vocabulary you have acquired, the structures you have internalized, the conversations you have navigated that you could not have managed six months ago. You are further along than you feel. The skill makes sure you know it.


Security scan verdicts — ClawScan: clean | static analysis: clean | VirusTotal: clean | SkillSpector: clean (LOW)