출간 ready 직전 read-only critic. 8-item rubric 강제. 'looks good' rubber-stamp 금지. 라인 ref 필수. 2-round revision hard cap. '최종 QA', '출간 검수', 'rubric으로 평가' 류 트리거.
[omh] Turn a learning goal into a teachable curriculum, assessment plan, and learner-ready sequence. Use when the user says: curriculum design, learning objectives, assessment…
[omh] Instinct Ledger workflow: turn repeated project or cross-project lessons into atomic, confidence-scored instinct candidates with scoped promotion and export boundaries.
Builds classification models for omics data using RandomForest, XGBoost, and logistic regression with sklearn-compatible APIs.
Prüft Online-Prüfung, Identitätskontrolle, Proctoring, Datenschutz und Satzungsgrundlage im Prüfungsrecht Hochschule.
Produce reviewable segmented word/explanation with validation, safety checks, and structured output. Use when a teacher, tutor, or literacy specialist needs this bounded workflow…
Ontario (Canada) high school course planning (Grades 9–12) aligned to university admissions and Top 6 (12U/M) strategy.
Prüft Open-Access-Pflichten, Zweitveröffentlichung, Rechtekette und Drittmittelvorgaben im Hochschulrecht Länder.
Prüft Open-Book-Regeln, Quellen, Kollaboration, Eigenleistung und Täuschungsabgrenzung im Prüfungsrecht Hochschule.
Produce reviewable breakdown/classification with validation, safety checks, and structured output. Use when a teacher, tutor, or literacy specialist needs this bounded workflow…
Use when tuning/optimising/"training" a skill's judge-shaped rubric (a single text document that makes a recurring, scorable decision) against outcome-labelled evidence — e.g.
When the user wants to combine machine learning with optimization, use ML predictions in optimization models, or integrate AI with mathematical programming.
Optimize deep learning models using Adam, SGD, and learning rate scheduling to improve accuracy and reduce training time.
Optuna Study Creator - Auto-activating skill for ML Training. Triggers on: optuna study creator, optuna study creator Part of the ML Training skill category.
When spawning subagents or workflows for non-trivial work and a tier strictly cheaper than the session model fits: run doer agents on that cheaper tier (Opus medium/high for…
Patient communication about oral health using motivational interviewing, age-appropriate education, and culturally sensitive messaging
Honestly estimating how a HackerRank Orchestrate submission (or similar multi-signal AI evaluation) would score across every rubric dimension before submitting, to find the…
Post-build retrospective for orchestrated runs — review the dispatch log, verification records, and worker outputs of the last orchestrated build and distill lessons into…
Bootstrap completo della cartella-studente per qualsiasi esame. Intervista breve (nome, esame, data, syllabus), crea la struttura del contratto del file system, genera…
Load the always-required baseline context before any implementation, planning, or documentation work.
Design polychromatic ornamental patterns grounded in Alexander Speltz's classical ornament taxonomy. Builds on monochrome structural analysis by adding period-authentic color…
Design monochrome ornamental patterns grounded in Alexander Speltz's classical ornament taxonomy. Covers historical period selection, motif structural analysis, prompt…
Distillation phase for oss-pr-lessons playbook — compress raw learnings into repo-specific patterns and update shared general skill
Plan phase for oss-pr-lessons playbook — load state, determine next batch of PRs to analyze for any repository
Threshold verification for oss-pr-lessons playbook — determine if distillation should trigger for any repository
Design outdoor education. TRIGGERS - Use when user needs help with outdoor-education-program related tasks.
Design a structured outdoor learning sequence embedding curriculum objectives in an available outdoor space.
Use when drafting or reviewing any LLM artifact. Contract, gold examples, rubric, capped repair. Never one-shot slop.
Defining what "good" looks like for AI outputs — accuracy, relevance, helpfulness.
Use when a teacher asks to define criteria for achieving learning objectives, including qualitative descriptors, score intervals, or mastery evidence.
Persistent memory for PACT agents. Save context, goals, lessons learned, decisions, and entities. Semantic search across sessions.
Analyze completed parallel workflows for lessons learned. Use when: reviewing workflow execution quality, identifying process improvements, evaluating skill effectiveness,…
Draft clear, warm, professional messages to parents or guardians — progress notes, concerns, positive news, behaviour issues, or meeting requests.
Prepare for a K-12 parent-teacher conference — including the hard ones. Use when asked to prep for a parent conference, plan what to say to a parent, or handle a difficult…
Get real information out of a 15-minute parent-teacher conference — the questions that beat 'how's she doing', the data to bring from home, and the follow-up that makes the…
Navigate Paris as visitor, resident, tech worker, student, or entrepreneur with arrondissements, transport, costs, safety, and local insights.
Produce reviewable form/rule/example with validation, safety checks, and structured output. Use when a teacher, tutor, or language learner needs this bounded workflow and will…
Vision care education, treatment explanation, compliance counseling, and pediatric/geriatric communication adaptation
Health literacy-adapted materials, teach-back method guidance, and discharge instructions
Explain a condition, a scan result, or why movement helps, in language that reduces fear instead of adding to it — the reframe, the honest uncertainty, and the analogy that does…
Breaks a learning goal into chunked sessions with comprehension gates before advancing. Use when: 'help me learn X step by step', 'I want to understand this deeply not quickly',…
Use when after elution peaks have been detected on composite mass tracks using local maxima and prominence thresholds, and before mapping detected features back to indivi — from…
Author or improve an ADD-method persona file (a .add/personas/ slug.md) — the project-fit requirements LENS the ADD engine validates and the design/build/verify/advisor surfaces…
Educational and knowledge transfer decision framework for explanations, tutorials, and learning guidance.
Manage a personalization quiz via Typeform and store results in Airtable. Use when building the quiz, processing responses, generating recommendations, or syncing quiz data.
Use when the user asks for Customer Education from supplied source materials. Trigger language: customer education; customer training; customer academy; support deflection.
Use when the user asks for Student Orientation from supplied source materials. Trigger language: student orientation; new student orientation; international student orientation.
外部 LLM CLI (v2.0 では OpenAI Codex) を Reviewer として subprocess invoke する skill。 git diff + plan.md + rubric を組み立てて codex exec --json --output-schema に渡し、 structured JSON output を…
Use when completed work should produce reusable decisions, lessons, surprises, and patterns for future phases
Produce reviewable segmented/revealed words with validation, safety checks, and structured output. Use when a teacher, tutor, or literacy specialist needs this bounded workflow…
Produce reviewable word/phoneme reveal set with validation, safety checks, and structured output. Use when a teacher, tutor, or literacy specialist needs this bounded workflow and…
Create and manage physician course preview lectures using the JSON-based lecture system. Use when adding new lectures for physician feedback, registering courses, or updating…
Prüft Pilot-/Beta-Betrieb mit Kunden: Haftung, Datenschutz, Kennzeichnung, Verantwortung, Abbruchkriterien und Lessons Learned im Robotik-Recht.
Prüft Pilot-/Beta-Betrieb mit Kunden: Haftung, Datenschutz, Kennzeichnung, Verantwortung, Abbruchkriterien und Lessons Learned. — from Klotzkette/claude-fuer-deutsches-recht
Present pathway options and orchestrate place-based curriculum design from a local place, curriculum requirement, or community issue.
Prüft Trefferberichte, Quellenlage, rechtliches Gehör und eigenständige Bewertung im Prüfungsrecht Hochschule.
Document and abandon a feature worktree with reason and lessons learned. Use when the user asks to abandon, drop, give up on, or shelve a feature/branch/worktree.
Use when the user asks to plan a Chilean school year, semester, unit, week, lesson, learning sequence, or classroom activity aligned to curriculum and optionally grounded in…
PM career ladder rubrics from APM through VP/CPO across product sense, execution, leadership, strategy, and communication.
Use when deciding whether a literary or language-studies project fits PMLA (Publications of the Modern Language Association) and which venue to target.