alainlebret
- 29 skills
- 0 followers
- 16 hours ago last updated
- ▌ Higher Ed Orchestrator · alainlebretCoordinates specialist teaching-agent skills for higher education and professional reskilling in computing. Use when an instructor wants to create, redesign, validate, benchmark, or grade pedagogical artifacts with shared quality, language, and reproducibility policies.
- ▌ Lms Exporter · alainlebretPackages pedagogical artifacts for LMS delivery (Moodle, Canvas, generic CSV/ZIP bundles) with reproducible naming and metadata. Use when output must be imported directly into institutional platforms.
- ▌ Course Writer · alainlebretCreates or rewrites rigorous course material for higher education or professional reskilling. Use when an instructor needs lecture notes, a structured course plan, slides content, examples, or an improved version of an existing course in computer science or a related technical field.
- ▌ Privacy Guard · alainlebretDetects and redacts personally identifiable or sensitive data in submissions and generated reports before evaluation outputs are finalized.
- ▌ Rubric Builder · alainlebretBuilds rigorous grading rubrics for courses, TDs, TPs, exams, reports, and projects in higher education or professional training. Use when an instructor needs an explicit, defensible, non-redundant rubric with observable criteria, weighting, penalty rules, and handling of partial submissions.
- ▌ Tp Lab Designer · alainlebretDesigns technically feasible and pedagogically calibrated lab sessions, practical assignments, and machine exams. Use when an instructor needs a TP in computing, systems, programming, cybersecurity, AI, or software engineering, with clear setup, milestones, deliverables, and grading hooks.
- ▌ Workflow Router · alainlebretSelects the best workflow-spec dynamically from the repository, computes the minimal skill chain, and emits a deterministic routing decision with confidence and fallback. Use when the orchestrator receives a pedagogical request and must choose among multiple workflows without hardcoded chains.
- ▌ Cost Time Optimizer · alainlebretOptimizes workflow execution for latency, token usage, and unnecessary artifact generation while preserving quality gates. Use before or during orchestration to reduce turnaround time and operating cost.
- ▌ Submission Evaluator · alainlebretEvaluates student submissions for practical assignments, machine exams, and projects using an evidence-first workflow. Use when an instructor needs robust grading from a subject, rubric, reference materials, tests, and student files, especially in programming and systems courses.
- ▌ CI Release Maintainer · alainlebretMaintains CI validation and release hygiene for workflows, skills, and tooling. Use when preparing stable updates or publishing new versions.
- ▌ Feedback Personalizer · alainlebretGenerates per-student actionable feedback mapped to rubric criteria and evidence, with concrete next-step recommendations.
- ▌ Course Redesign Analyst · alainlebretAudits and redesigns existing courses, labs, and assessments by identifying weaknesses in progression, exactitude, workload, and alignment. Use when an existing course must be improved rather than created from scratch.
- ▌ Reference Code Engineer · alainlebretProduces robust reference implementations, student starter code, build files, and technical scaffolding for higher-education computing courses. Use when creating teacher reference code, lab skeletons, or canonical project solutions.
- ▌ Test And Oracle Builder · alainlebretBuilds tests, evaluation oracles, case matrices, and validation scripts for assignments, labs, exams, and projects in computing. Use when a pedagogical artifact must be corrected reliably and reproducibly.
- ▌ Dataset And Input Factory · alainlebretGenerates realistic synthetic datasets, input files, traces, logs, images, CSV files, graphs, and edge-case inputs for computing labs, projects, and exams. Use when pedagogical artifacts need representative inputs or benchmark data.
- ▌ Project Innovation Engine · alainlebretDesigns original, feasible, pedagogically rich computing projects and exam scenarios that are hard to find pre-made online. Use when an instructor wants fresh project ideas, novel machine exams, or multi-stage project concepts.
- ▌ Pedagogical Mission Framer · alainlebretFrames a higher-education or professional-training request into a precise pedagogical specification. Use when an instructor asks to create, redesign, or evaluate a course, TD, TP, exam, project, or reskilling module and the request needs to be clarified into objectives, constraints, level, prerequisites, and deliverables.
- ▌ Project Fil Rouge Designer · alainlebretDesigns long-form projects, milestone-based practical projects, capstone assignments, and fil rouge activities for higher education and professional reskilling. Use when an instructor needs a multi-session project with architecture, milestones, deliverables, scaffolding, evaluation strategy, and realistic technical scope.
- ▌ Pedagogical Figure Designer · alainlebret bundleDetects which pedagogical figures are needed in a course, TD, TP, exam, or project, then specifies and generates them in SVG, TikZ, PlantUML, or ASCII. Use when an instructor or orchestrator needs rigorous, reusable, source-based figures for computing, systems, networks, algorithms, AI, cybersecurity, or professional reskilling materials.
- ▌ Academic Integrity Forensics · alainlebretDetects likely plagiarism or collusion patterns across submissions using multi-signal similarity analysis and produces evidence-first integrity reports for human review.
- ▌ Exam And Assessment Designer · alainlebretDesigns rigorous assessments for higher education and professional reskilling, including written exams, machine exams, quizzes, oral exams, take-home assignments, and retakes. Use when an instructor or trainer needs a scientifically sound, level-calibrated, feasible, and gradeable assessment with subject, instructions, rubric hooks, and correction guidance.
- ▌ Semantic Consistency Auditor · alainlebretAudits deep semantic alignment between mission, statement, rubric, reference solution, and tests. Use when artifacts may be structurally valid but pedagogically inconsistent.
- ▌ Orchestration Policy Enforcer · alainlebretEnforces workflow order, required artifacts, quality gates, and reproducibility rules for the orchestrator. Use when a workflow must be run in a disciplined, auditable, reproducible way.
- ▌ Evaluation And Quality Harness · alainlebretMeasures exactitude, quality, and stability of runs produced by the teaching-agent system using programmatic checks, rubric-based grading, and benchmark cases. Use when validating workflows, benchmarking outputs, or comparing runs.
- ▌ Domain Context Scenario Builder · alainlebret bundleTransforms generic computing content into credible domain scenarios such as aeronautics, banking, cybersecurity, embedded systems, drones, telecom, energy, or healthcare. Use when the material must be contextualized for a profession, sector, or reskilling audience.
- ▌ Professional Reskilling Designer · alainlebretAdapts academic computing content into realistic training paths for adult learners, continuing education, and professional reskilling. Use when an instructor or trainer needs a course, TP, project, or assessment reframed for a professional audience with heterogeneous backgrounds, stronger contextualization, and employment-oriented outcomes.
- ▌ Language And Terminology Governor · alainlebretGoverns output language, terminology consistency, and bilingual policy across pedagogical artifacts. Use when workflows must produce materials in French, English, or a controlled bilingual mode without mixed-language drift.
- ▌ Regression Benchmark Orchestrator · alainlebretRuns repeatable cross-workflow benchmarks to detect drift in grading stability, artifact quality, and policy compliance across model or prompt revisions.
- ▌ Scientific And Pedagogical Auditor · alainlebretAudits the scientific rigor, pedagogical coherence, feasibility, and grading fairness of teaching materials and evaluation workflows. Use when an instructor wants a severe quality review of a course, TP, exam, rubric, project, or grading report before final use.