All authors
Claude Skills by AlterLab-IEU
github.com/AlterLab-IEU346 skills4 installs520 views
- Alterlab Parallel WebSearch the web, run deep research, and extract content from known URLs via Parallel Web Systems — the Chat API (Beta, OpenAI-compatible `base`/`core` research models) for synthesized answers with inline citations and the Extract API v1 for URL content — with notes on the raw Search, Task, and Responses APIs. Use when running general web searches, current-events/market/technical lookups, broad information gathering, comprehensive research reports, or verifying a specific URL's content (require...Votes: 0GitHub stars: 68
- Alterlab PerplexityRun AI web searches with real-time, citation-grounded answers using Perplexity Sonar models (sonar, sonar-pro, sonar-pro-search agentic search, sonar-reasoning-pro) via LiteLLM and a single OpenRouter API key. Use when searching for current information or recent scientific literature, getting answers grounded in cited web sources, verifying a claim against current evidence, or reaching information beyond the model's training cutoff. Requires an OpenRouter API key. This is the direct single-ba...Votes: 0GitHub stars: 68
- Alterlab PyzoteroInteract with Zotero reference management libraries using the pyzotero Python client — retrieve, create, update, and delete items, collections, tags, and attachments via the Zotero Web API v3. Use when working with Zotero libraries programmatically, managing bibliographic references, exporting citations, searching library contents, uploading PDF attachments, or building research automation workflows that integrate with Zotero. Part of the AlterLab Academic Skills suite.Votes: 0GitHub stars: 68
- Alterlab Qualitative MethodsComprehensive qualitative research methods assistant supporting thematic analysis (Braun & Clarke), grounded theory (Strauss & Corbin; Charmaz), interpretative phenomenological analysis (IPA), content analysis, narrative inquiry, ethnography, case study methodology (Yin), coding techniques (open/axial/selective), NVivo-style workflows with Python alternatives, trustworthiness criteria (Lincoln & Guba), reflexivity, and member checking. Use when designing or analyzing qualitative research — th...Votes: 0GitHub stars: 68
- Alterlab Research EthicsInternational research ethics and compliance assistant supporting IRB/ethics board applications, informed consent drafting, data management plans, Belmont Report principles, Declaration of Helsinki (2024), GDPR compliance for research, HIPAA considerations, vulnerable populations protocols, deception research, confidentiality and anonymity, research integrity (fabrication/falsification/plagiarism), conflict of interest disclosure, and dual-use research oversight. Use when preparing an IRB or ...Votes: 0GitHub stars: 68
- Alterlab Research LookupLook up current research and scholarly papers by auto-routing each query to the best backend — the Parallel Web Systems Chat API (general research) or Perplexity sonar-pro-search via OpenRouter (academic paper searches) — and save every result with citations to sources/. Use when finding papers, gathering research data, verifying scientific claims, or assembling citation lists and unsure which search backend fits. For plain general web search or extracting content from a known URL prefer alte...Votes: 0GitHub stars: 68
- Alterlab Scientific BrainstormCreative research ideation and exploration for open-ended brainstorming, surfacing interdisciplinary connections, challenging assumptions, and identifying research gaps. Use when starting early-stage research planning with no specific observations yet — for open-ended brainstorming sessions, exploring cross-disciplinary connections, or finding gaps. For formulating testable hypotheses from observations or data use alterlab-hypothesis-gen; for grading evidence or spotting design flaws use alte...Votes: 0GitHub stars: 68
- Alterlab Scientific ThinkingEvaluate scientific claims and evidence quality using evidence grading frameworks (GRADE, Cochrane risk-of-bias tools such as RoB 2 and ROBINS-I), assessing experimental design validity and identifying biases, confounders, statistical pitfalls, and logical fallacies. Use when judging evidence quality, grading certainty of evidence, spotting design or causal-inference flaws, identifying biases or confounders, naming statistical fallacies, or teaching critical analysis. For writing a formal sub...Votes: 0GitHub stars: 68
- Alterlab Survey DesignComprehensive survey and instrument design assistant supporting questionnaire construction, Likert scale design, question types (open/closed/matrix), response bias mitigation, sampling strategies (probability/non-probability), pilot testing, instrument validation (Cronbach's alpha, factor analysis), online survey tools (Qualtrics, REDCap, Google Forms), interview protocol development, focus group facilitation, mixed-mode surveys, and cultural adaptation of instruments. Use when designing a su...Votes: 0GitHub stars: 68
- Alterlab Generate ImageGenerates or edits raster images via AI models (FLUX.2, Gemini 3.1 Flash Image / "Nano Banana 2") through an OpenRouter API key. Use when the request is to generate or edit a photo, illustration, artwork, concept art, poster hero image, or presentation/slide visual asset — anything that is not a technical diagram, an infographic, or a data chart. For flowcharts, circuits, pathways, neural-net architectures, and technical/methodology diagrams use alterlab-scientific-schematics; for infographic...Votes: 0GitHub stars: 68
- Alterlab InfographicsCreates professional infographics with Nano Banana Pro AI and smart iterative refinement, using Gemini 3.1 Pro for automated quality review and an optional Perplexity Sonar research phase for sourced data — supports 10 infographic types, 8 industry styles, and colorblind-safe palettes. Use when the request is for an infographic, data-story graphic, statistical poster, comparison chart, timeline, process/how-to visual, or list/social graphic that pairs a designed layout with figures. Use alter...Votes: 0GitHub stars: 68
- Alterlab MatplotlibBuilds plots with the matplotlib Python library (pyplot and the object-oriented Figure/Axes API) for full low-level customization, exporting to PNG/PDF/SVG. Use when fine-grained control over individual plot elements is needed — custom line/scatter/bar/histogram/heatmap/contour/box/violin/3D plots, rcParams and style-sheet tuning, or GridSpec subplot layouts inside a scientific Python workflow. Does NOT cover opinionated journal-ready multi-panel figure workflows (Nature/Science/Cell formatti...Votes: 0GitHub stars: 68
- Alterlab MermaidWrites Markdown documents and text-based Mermaid diagrams (flowcharts, sequence, class, ER, gantt, state, and more) with full style guides, 24 diagram-type references, and 9 document templates. Use when a diagram or technical document should live as version-controllable Markdown/Mermaid text rather than a rendered image — READMEs, methods and pipeline diagrams, analysis or status reports, ADRs, and project docs that render natively on GitHub and GitLab. For AI-rendered publication schematics ...Votes: 0GitHub stars: 68
- Alterlab PlotlyBuilds INTERACTIVE charts with the Plotly Python library (plotly.express / graph_objects) — hover tooltips, zoom/pan, animations, rangesliders, 3D rotation, and standalone HTML/web-embeddable output. Use when a chart must be interactive or web-embedded, for dashboards (incl. Dash), exploratory data analysis, or rotatable 3D plots. For static publication figures defer to alterlab-matplotlib (or alterlab-scientific-viz for journal formatting); for static statistical charts (heatmaps, distributi...Votes: 0GitHub stars: 68
- Alterlab Scientific SchematicsCreates publication-quality scientific diagrams with Nano Banana 2 AI and smart iterative refinement, using Gemini 3.1 Pro Preview for quality review and regenerating only when quality falls below the document-type threshold. Use when the request is for a rendered technical or scientific diagram — CONSORT/PRISMA flowcharts, neural-network architectures, system/block diagrams, biological pathways, circuits, or other complex scientific visuals. For general photos, illustrations, or artwork use ...Votes: 0GitHub stars: 68
- Alterlab Scientific VizOrchestrates matplotlib, seaborn, and plotly with opinionated publication styles to produce journal-ready figures. Use when preparing journal-submission figures that need multi-panel layouts with bold panel labels, statistical significance annotations, error bars, colorblind-safe palettes (Okabe-Ito), or specific journal formatting (Nature, Science, Cell). Does NOT cover raw low-level plotting or fine-grained control of individual plot elements; for building custom plots from scratch or tunin...Votes: 0GitHub stars: 68
- Alterlab SeabornBuilds statistical plots with the seaborn Python library and pandas DataFrame integration, on attractive matplotlib-based defaults. Use for quick exploration of distributions, relationships, and categorical comparisons — box plots, violin plots, swarm/strip plots, KDE/histograms, pair plots, joint plots, regression plots, correlation heatmaps, and faceted small multiples (relplot/displot/catplot/lmplot). For interactive/hover/zoom charts defer to alterlab-plotly; for exact journal/manuscript ...Votes: 0GitHub stars: 68
- Alterlab Academic CareerPrepares academic career documents and professional-development materials for faculty and researchers. Use when drafting academic CVs, research statements, teaching philosophies, diversity statements, faculty-position cover letters, tenure dossiers, promotion narratives, academic portfolios, or mentorship statements, and when planning conference-networking strategy, building academic web presence, setting up ORCID profiles, or understanding impact metrics. Part of the AlterLab Academic Skills...Votes: 0GitHub stars: 68
- Alterlab Citation MgmtManages citations for academic research — searches Google Scholar and PubMed for papers, extracts complete metadata from DOIs, PMIDs, and arXiv IDs (CrossRef, doi.org content negotiation, NCBI E-utilities, arXiv API), validates BibTeX entries for required fields, format, and duplicates, and generates or cleans properly formatted BibTeX. Use when finding papers, converting DOIs to BibTeX, cleaning or deduplicating a .bib file, checking reference metadata in scientific writing, or building a bi...Votes: 0GitHub stars: 68
- Alterlab Hypothesis GenFormulates structured, testable hypotheses from experimental observations using a scientific-method framework — derives predictions, proposes mechanisms, and designs experiments to test them, then renders a LaTeX report. Use when turning observations or data into falsifiable, mechanistic hypotheses, competing-explanation sets, testable predictions, or experimental designs. For a standalone systematic literature review or evidence synthesis (not a means to hypotheses) use alterlab-literature-r...Votes: 0GitHub stars: 68
- Alterlab Latex PostersCreates professional research posters in LaTeX using beamerposter, tikzposter, or baposter — handles layout design, color schemes, multi-column formats, figure integration, and poster-specific visual-communication best practices. Use when building a conference or academic poster in LaTeX (the default for a research poster when no format is named). For PowerPoint/PPTX or HTML poster output prefer alterlab-pptx-posters; to auto-generate a poster, website, or video straight from a finished paper...Votes: 0GitHub stars: 68
- Alterlab Literature ReviewConducts comprehensive, systematic literature reviews across multiple academic databases (PubMed, arXiv, bioRxiv, Semantic Scholar), with PRISMA 2020 flow tracking, study screening (title/abstract and full-text), evidence-table extraction, and risk-of-bias assessment (RoB 2, ROBINS-I, AMSTAR 2), producing professionally formatted markdown documents and PDFs with verified citations in multiple styles (APA, Nature, Vancouver). Use when running a systematic or scoping literature review, research...Votes: 0GitHub stars: 68
- Alterlab Paper 2 WebConverts academic papers into promotional and presentation formats with the third-party Paper2All pipeline (LLM calls routed through OpenRouter/OpenAI) — interactive websites (Paper2Web), presentation videos (Paper2Video), and conference posters (Paper2Poster) from a paper PDF and its LaTeX sources. Use when disseminating a paper, preparing for a conference, building an explorable academic homepage, generating a video abstract, or auto-generating a print-ready poster from a finished paper. Fo...Votes: 0GitHub stars: 68
- Alterlab Peer ReviewWrites structured, checklist-based single-reviewer reports for manuscripts and grant proposals — assesses methodology, statistical validity, reporting-standards compliance (CONSORT 2025, SPIRIT 2025, STROBE, PRISMA 2020, ARRIVE 2.0), reproducibility, and ethics, and gives constructive, prioritized feedback while respecting reviewer confidentiality and AI-use rules. Use when writing a formal referee report, responding to a journal or grant review invitation, or self-auditing a manuscript again...Votes: 0GitHub stars: 68
- Alterlab Pptx PostersCreates research posters in HTML/CSS with responsive layouts and easy visual integration, exportable to PDF or PPTX. Use ONLY when the user explicitly requests a PowerPoint/PPTX/PPT poster, an HTML/web-based poster, or a poster they will edit in PowerPoint, or when LaTeX is unavailable. For a standard/conference research poster with no format named, use alterlab-latex-posters instead; for a slide deck/oral-talk presentation, use alterlab-scientific-slides. Part of the AlterLab Academic Skills...Votes: 0GitHub stars: 68
- Alterlab Research GrantsWrites competitive research grant proposals for NSF, NIH, DOE, DARPA, and Taiwan NSTC — applies agency-specific formatting and current review criteria (NIH Simplified Review Framework, NSF Intellectual Merit and Broader Impacts under PAPPG 24-1), prepares budgets and justifications, drafts Specific Aims, broader-impacts, significance, and innovation narratives, and checks compliance, including funder rules on AI-assisted applications. Use when drafting or revising a grant proposal or resubmis...Votes: 0GitHub stars: 68
- Alterlab Scholar EvalEvaluates scholarly work with a ScholarEval-inspired eight-dimension rubric, producing structured assessment across research-quality dimensions (problem formulation, literature, methodology, data, analysis, results, writing, and citations) with quantitative 1-5 rubric scores, weighted aggregates, and actionable feedback. Use when scoring or grading a paper, thesis, or research output against rubric-style criteria, or benchmarking publication readiness across revisions. For checklist-based nar...Votes: 0GitHub stars: 68
- Alterlab Scientific SlidesBuilds slide decks for research talks as AI-generated slide images (Nano Banana Pro via OpenRouter), PowerPoint, or LaTeX Beamer, providing slide structure, design templates, timing guidance, and visual validation. Use when making conference presentations, seminar talks, research presentations, thesis-defense slides, or any scientific talk deck. For a research poster use alterlab-latex-posters or alterlab-pptx-posters; to auto-generate a narrated video from a paper use alterlab-paper-2-web. P...Votes: 0GitHub stars: 68
- Alterlab Scientific WritingWrites scientific manuscripts in full flowing paragraphs (never bullet points) via a two-stage process — section outlines with key points using alterlab-research-lookup, then conversion to prose — applying IMRAD structure, citations (APA/AMA/Vancouver), figures/tables, and current reporting guidelines (CONSORT 2025, STROBE, PRISMA 2020, TRIPOD+AI). Use when drafting or revising a research paper section by section (abstract, introduction, methods, results, discussion), tightening scientific pr...Votes: 0GitHub stars: 68
- Alterlab Venue TemplatesProvides LaTeX templates, formatting requirements, and submission guidelines for major scientific venues (Nature, Science, PLOS, IEEE, ACM, Cell Press), conferences (NeurIPS, ICML, ICLR, CVPR, CHI), research posters, and grant proposals (NSF, NIH, DOE, DARPA). Also covers venue-specific writing style (tone, abstract format, what reviewers prioritize). Use when preparing a manuscript, conference paper, poster, or grant proposal and you need the right template, page/word limits, citation style,...Votes: 0GitHub stars: 68
- ISSUE TEMPLATE- **Name:** `alterlab-<name>` (lowercase-hyphen, must equal the folder name; no `claude`/`anthropic`) - **Domain / category:** <!-- bioinformatics, cheminformatics, core, data-science, databases, document-tools, domain-specific, finance-economics, lab-integrations, research-tools, visualization, writing-tools --> - **What it does (one line):** - **When it should trigger ("Use when …"):**Votes: 0GitHub stars: 68
- Alterlab AlphafoldPredict protein 3D structures with AlphaFold2 via ColabFold — MMseqs2-accelerated MSAs, monomer and AlphaFold2-Multimer complex folding, and confidence-based validation (pLDDT, pTM/ipTM, PAE). Use when folding a protein sequence or complex from FASTA, generating a predicted structure with confidence metrics, ranking models, or checking self-consistency of a design. For co-folding a protein WITH a small-molecule ligand or predicting binding affinity prefer alterlab-boltz; for antibody–antigen ...Votes: 0GitHub stars: 68
- Alterlab BlastRuns NCBI BLAST+ 2.17.0 sequence searches from the command line: makeblastdb (with -parse_seqids), blastn/blastp/blastx/tblastn with tabular -outfmt 6/7 for parsing, correct -task choice (megablast vs blastn vs blastn-short), -taxids/-negative_taxids taxonomic scoping, and -mt_mode multithreading; plus a DIAMOND blastp --ultra-sensitive path for large protein searches. Warns that -max_target_seqs is a heuristic keep-count, not a top-N best-hits filter. Use when the user wants command-line BLA...Votes: 0GitHub stars: 68
- Alterlab BoltzCo-fold biomolecular complexes with Boltz-2, an open AlphaFold3-style model — predict protein + ligand (SMILES/CCD), protein + nucleic-acid, and multi-chain structures in one pass, with binding-affinity prediction. Use when folding a protein together with a small-molecule ligand, predicting a holo (ligand-bound) complex or its binding affinity, or co-folding protein–DNA/RNA assemblies. For protein-only or protein–protein folding without ligands prefer alterlab-alphafold; for antibody–antigen ...Votes: 0GitHub stars: 68
- Alterlab BorzoiPredict genome-wide functional genomics tracks from DNA sequence with Borzoi (Linder 2025) — a sequence-to-function model outputting RNA-seq, CAGE, ATAC, and ChIP coverage across long context, used to score non-coding and regulatory variant effects. Use when predicting functional tracks from a DNA sequence, scoring a non-coding/regulatory variant's effect on expression or chromatin, or doing in-silico mutagenesis of a locus. To LOOK UP a variant's population frequency prefer alterlab-gnomad; ...Votes: 0GitHub stars: 68
- Alterlab ChaiPredict biomolecular complexes with Chai-1, an open AlphaFold3-style model that folds multi-entity assemblies (proteins, ligands, nucleic acids) from a single typed FASTA — strong on antibody–antigen and protein–ligand complexes, with optional MSA and restraint inputs. Use when predicting an antibody–antigen complex, folding a mixed protein/ligand/nucleic-acid assembly described in one FASTA, or generating a complex with experimental restraints. For binding-affinity prediction or a ligand-foc...Votes: 0GitHub stars: 68
- Alterlab LigandmpnnDesign protein sequences around bound ligands, metals, and nucleic acids with LigandMPNN (Dauparas 2023) — inverse folding that conditions on non-protein context, so binding-pocket and metal-site residues are chosen to fit the actual ligand. Use when designing a small-molecule or metal binding pocket, redesigning residues that contact a ligand/ion/nucleic acid, or doing enzyme active-site design where the substrate matters. For backbone sequence design with NO ligand/metal context prefer alte...Votes: 0GitHub stars: 68
- Alterlab Nf Core SarekRuns FASTQ-to-VCF germline and somatic variant calling via the Nextflow nf-core/sarek pipeline pinned to -r 3.10.0 — builds the samplesheet.csv (patient, sex, status, sample, lane, fastq_1, fastq_2), runs bwa-mem/bwa-mem2/dragmap alignment plus GATK4 MarkDuplicates and BQSR against the GATK GRCh38 resource bundle (dbSNP, Mills/1000G indels), and selects callers — explicitly correcting that sarek defaults to Strelka when --tools is unset (pass haplotypecaller for GATK best practice or deepvari...Votes: 0GitHub stars: 68
- Alterlab ProteinmpnnDesign protein sequences for a fixed backbone with ProteinMPNN (Dauparas 2022) — message-passing inverse folding that outputs sequences predicted to fold to a given structure, with fixed positions, tied/symmetric chains, amino-acid bias, and a soluble-model variant. Use when inverse-folding a backbone PDB into sequences, redesigning selected positions, imposing symmetry across chains, or generating the sequence step of a design→fold→score loop. For pocket/interface design WITH a bound ligand,...Votes: 0GitHub stars: 68
- Alterlab Qiime2 AmpliconRuns 16S/ITS amplicon (microbiome) analysis with the QIIME 2 distribution (2026.7; the "amplicon" distribution was renamed "qiime2" in 2026.4) in the correct order: manifest import, cutadapt trim-paired primer removal BEFORE dada2 denoise-paired (trunc-len chosen from the demux quality .qzv), feature-classifier classify-sklearn against a version-matched SILVA 138 or Greengenes2 classifier, and diversity core-metrics-phylogenetic — teaching the .qza/.qzv artifact-and-provenance model and the 2...Votes: 0GitHub stars: 68
- Alterlab RfdiffusionGenerate de-novo protein backbones with RFdiffusion (Watson 2023) — a diffusion model for unconditional monomer generation, motif scaffolding, binder design against a target, and symmetric oligomers. Use when generating a new protein backbone from scratch, scaffolding a functional motif into a fold, designing a binder backbone to a target surface, or building symmetric assemblies; RFdiffusion produces the STRUCTURE, then alterlab-proteinmpnn designs its sequence and alterlab-alphafold validat...Votes: 0GitHub stars: 68
- Alterlab Rnaseq QuantQuantifies bulk RNA-seq transcript abundance with salmon 2.x (the Rust rewrite; selective alignment or --sketch) and kallisto (v0.52.0, kb-python workflow), builds a decoy-aware gentrome index, runs quant with --gcBias -l A, then imports estimates via tximport/tximeta with a tx2gene map and hands differential expression to alterlab-pydeseq2. Warns that salmon 2.0 cannot read C++/pufferfish indices (rebuild every index), that --validateMappings is now accepted-but-ignored, and that 'salmon ale...Votes: 0GitHub stars: 68
- Alterlab ScgptApply the scGPT single-cell foundation model (Cui 2024) to annotate and embed cells — zero-shot and fine-tuned cell-type annotation, gene/cell embeddings, batch integration, and gene-regulatory / perturbation inference from AnnData. Use when annotating cell types with a pretrained foundation model, generating scGPT embeddings, integrating batches with a transformer, or running zero-shot single-cell inference on an h5ad. For probabilistic latent models (scVI/scANVI) prefer alterlab-scvi-tools;...Votes: 0GitHub stars: 68
- Alterlab Squidpy SpatialAnalyzes spatial transcriptomics with squidpy (1.8.x) on AnnData and SpatialData objects, routing platforms correctly: Visium spots use spatial_neighbors(coord_type='grid') and pair with deconvolution, while Xenium/MERFISH single-cell data use coord_type='generic'/Delaunay neighbors and spatialdata-io readers (xenium, visium_hd, merscope). Runs sq.gr.spatial_neighbors, nhood_enrichment, co_occurrence, spatial_autocorr (Moran's I for spatially variable genes), ripley, and ligrec. Use when the ...Votes: 0GitHub stars: 68
- Alterlab Citation VerifierVerifies that every bibliography entry actually exists by cross-checking Crossref, OpenAlex, Semantic Scholar, and arXiv (no API key required) plus doi.org DOI registration, fuzzy-matching title and authors (difflib ratio >= 0.70), flagging retractions recorded by Crossref (including Retraction Watch data) or OpenAlex, and emitting per-entry JSON verdicts in the AlterLab citation-hallucination taxonomy (TF/PAC/IH/PH/SH); a companion script scores whether a cited abstract supports a claim (SH)...Votes: 0GitHub stars: 68
- Alterlab Skill FinderThe AlterLab front door and multi-agent launcher — routes a task to the right AlterLab skill(s) when the user invokes the suite without naming one, and for a multi-stage goal (or on the keyword 'alterflow', aliases 'alterresearch' / 'ultralab') it clarifies the goal with a few questions before anything runs, selects the skills the task needs, and runs a multi-agent workflow composing them (a packaged alterlab-workflows workflow, alterlab-research-pipeline, alterlab-ssci-orchestrator, or a bes...Votes: 0GitHub stars: 68
- Alterlab Workflow OrchestrationComposes existing AlterLab skills into multi-agent agentic workflows using current Claude Code orchestration primitives — subagents (including nested subagents), dynamic workflow scripts, agent teams, forks, and the Claude Agent SDK: parallel fan-out, sequential pipelines, judge panels, adversarial verification, and loop-until-clean review cycles. Maps each pattern onto real skills (alterlab-research-pipeline, alterlab-deep-research, alterlab-citation-verifier, alterlab-paper-reviewer, alterl...Votes: 0GitHub stars: 68
- Alterlab Pdf ExploreExplore a single PDF in depth — parse it once, then answer questions across its sections, figures, tables, and appendices — comparing methods across sections, extracting every instance of a pattern within the document, and reading values off its charts and tables. Use when interrogating one paper or report end-to-end, pulling every occurrence of something inside a document, or reading data from a figure/table in a PDF, serving the literature-review and paper-review pipeline. To build a compar...Votes: 0GitHub stars: 68
- Alterlab Remote ComputeDispatch long-running GPU/CPU jobs to remote compute with a provider-agnostic submit → poll → harvest pattern across SLURM/HPC (sbatch, squeue, sacct) and managed APIs (Modal, RunPod, GCP Batch / Vertex AI). Use when submitting a batch job to a cluster, polling job status, retrieving result artifacts from a scheduler or cloud GPU provider, or writing a portable job-submission wrapper; the foundation-model skills (alterlab-alphafold, alterlab-boltz, alterlab-rfdiffusion, and siblings) dispatch...Votes: 0GitHub stars: 68
- Alterlab Accreditation AolScaffolds program-level Assurance-of-Learning (AoL) documentation for AACSB (Standard 5 in the 2020 standards and the 2026 Global Standards) and ABET (Criterion 3 Student Outcomes, Criterion 4 Continuous Improvement) accreditation — program learning outcomes / competency goals, curriculum-to-outcome mapping matrices, direct- and indirect-assessment plans, rubric design, and closing-the-loop continuous-improvement narratives — and validates the structure of an outcome-mapping matrix with scrip...Votes: 0GitHub stars: 68