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Claude Skills by scdenney
github.com/scdenney87 skills1 installs226 views
- List ExperimentDesigns and diagnoses list experiments, or the item count technique. Covers whether indirect measurement is warranted, control-list construction against ceiling and floor effects, double-list and direct-question-pairing designs, difference-in-means and maximum-likelihood estimators through ictreg, no-design-effect and no-liar assumptions with ict.test and ict.hausman.test, common-failure corrections, and power planning for the substantial precision penalty. Use when the user measures a sensit...Votes: 0GitHub stars: 61
- Literature ReviewBuilds or audits a literature review. Produces an evidence map, closest prior work, source clusters, a gap verdict, and a synthesis plan for the introduction. Use when the user asks whether a contribution is novel, who has studied a question, what the literature establishes, how to organize or restructure a review, or wants a reading list, Zotero export, or paper pile turned into a review. Produces a systematic-review protocol scaffold and directs PRISMA or meta-analysis requests to registrat...Votes: 0GitHub stars: 61
- Llm Calibration LogprobsReads model uncertainty from token log-probabilities. Covers collecting logprobs and aggregating multi-token labels, confidence tiers and margins for triage, calibration assessment with ECE, Brier scores, and reliability diagrams, responsible downstream use of confidence, and reproducibility archives. Use when the user asks classifier confidence by item, logprobs, top-k tokens, calibration, ECE, Brier, reliability diagrams, or routing low-confidence cases to human review. This is within-model...Votes: 0GitHub stars: 61
- Methods ReportingAudits a methods section against a 45-item checklist synthesized from the APSA Experimental Section rubric, JARS-Quant, CONSORT, and DA-RT. Covers pre-registration and design documentation, subjects and recruitment, randomization and treatment detail, CONSORT-style sample flow and attrition, statistical analysis with sample-size justification and three-tier results labels, conjoint reporting, four validity types, and open-science infrastructure. Use when the user asks whether methods report e...Votes: 0GitHub stars: 61
- Model CommitteeRuns a deliberative two-model committee with GPT-6 Astra and Claude Opus under a selectable chair. Fable is the default chair. `/model-committee-astra` selects Astra with a Sol member, `/model-committee-opus` selects Opus, and `/model-committee-sol` retains the Sol chair with a Terra member. Use when a consequential decision has several defensible options and model families should independently propose, critique, revise, and cross-rank against a predeclared rubric before convergence. Fits arc...Votes: 0GitHub stars: 61
- Model Council VotingRuns several language models as independent coders on one labeling or discovery task and treats disagreement as data. Covers diverse panel assembly, independent voting, consensus rules, Cohen’s and Fleiss kappa, Krippendorff’s alpha, correlated-error limits on validity claims, human validation, and reporting. Use when the user asks about a council, panel, ensemble, or jury of models, how to combine model labels, or what kappa or alpha to report for model coders. Single-model codebook and vali...Votes: 0GitHub stars: 61
- Narrative BuildingDrafts or audits a scientific paper’s introduction and framing. Covers the motivating real-world "why", evidence audit, theory-to-falsifiable-if-then funnel with a named estimand, bridges across experiments, and a contribution list matched to the design. Use when the user asks to write, restructure, or critique an introduction, motivate or frame a paper, repair a gap-in-the-literature opening, sharpen or calibrate a contribution claim, or connect experiments into one argument. Sentence-level ...Votes: 0GitHub stars: 61
- OrchestrateRuns a multi-model orchestration workflow led by the session’s strongest available model, Fable or Claude Opus. Delegates mechanical work to a fast Sonnet subagent, wide reasoning to high-effort Opus subagents, and high-stakes or fresh-perspective work to Codex or a different-vendor GPT-6 Astra peer (`gpt-6-astra` by default). Detects the lead from session context, while `--lead fable` and `--lead opus` override it. Under Fable, judgment remains with the lead. Under Opus, parallel Agent fan-o...Votes: 0GitHub stars: 61
- Paper Review LiteProvides a pre-submission manuscript audit covering argument, numerical consistency, references and DOIs, writing, figures, CONSORT flow, pre-registration, and the replication archive. Use before paper submission or when a draft needs an adversarial, quote-grounded review with a journal-readiness checklist. Add `--codex` to run the specification independently on Claude and Codex, GPT-6 Astra, and cross-check findings.Votes: 0GitHub stars: 61
- Paper TexTypesets a working paper or journal submission in house-style LaTeX from Markdown, Word (.docx), TeX, ODT, RTF, or HTML. Converts with pandoc, wraps the document in an EB Garamond template, builds the PDF with latexmk, and prepares journal-specific spacing, page limits, anonymization, disclosures, and citation style. Use for "format/typeset/convert my paper to LaTeX", "make a working paper", or "prepare this for submission to <journal>".Votes: 0GitHub stars: 61
- Pre Registration WritingWrites a pre-analysis plan before data collection. Covers registry selection, OSF, AsPredicted, AEA, EGAP, PAP structure, an analytical strategy specified through model and decision rule, preregistered analysis code using simulated data, contingencies for attrition, failed manipulations, and exclusions, deviation documentation, and timeline. Operationalizes the pre-data-collection side of DA-RT. Use when the user asks to write or review a pre-registration or PAP, asks which registry to use, w...Votes: 0GitHub stars: 61
- PresubmitLaunches and configures the standalone presubmit CLI, an API-driven adversarial peer-review pipeline with 30-plus stages, including Red Team finders, Blue Team defence, verification cascade, legal pass, and copyedit, producing one consolidated report on disk. Verifies installation and API key, chooses the output location and smoke, standard, or custom mode, launches the run, and reports the result path. Use when the user asks to run presubmit, wants a deep unattended pre-submission audit, or ...Votes: 0GitHub stars: 61
- Qualtrics OpsOperates or audits a live Qualtrics survey through the v3 APIs without disrupting fielding. Covers publish gating, quotas, flow routing, embedded data, panel-vendor redirects, read-back verification, and read-only pre-fielding audits. Use when publishing or patching an instrument, when a quota counts without blocking, when configuring panel-vendor redirects or flow gates, or when auditing before launch for consent-before-anything gates, force-response completeness, quota and redirect checks, ...Votes: 0GitHub stars: 61
- Referee ResponseOrganizes and formats an author’s response to peer review. Extracts every distinct point from referee reports and the editor’s letter, tags severity and type, maps dependencies to sequence revisions, flags potential pushback, and builds a numbered comment → response → location table with substantive responses left to the author. It formats and checks the response without writing scientific content. Use when the user has reports, a revise-and-resubmit decision, or an editor’s letter and says "...Votes: 0GitHub stars: 61
- Replication PackageScaffolds or audits a social-science replication package and evaluates the manuscript and archived research objects against FAIR principles. Scaffold mode writes folder structure, README, master.R, figure-table crosswalk, codebook template, LICENSE placeholder, .gitignore, and a pre-release checklist. Audit mode grades the package and audits data, code, materials, prompts, preregistrations, DOIs, metadata, licenses, access restrictions, and availability statements. Use when setting up or repa...Votes: 0GitHub stars: 61
- Research GrillInterviews a researcher in rounds until a research idea, design, or draft has no unexamined decision. Numbers every question, explains "why this matters", recommends an answer, fetches facts rather than asking for them, and records settled decisions. Three stages cover idea, a topic or hunch to a falsifiable question and contribution claim, design, a question to estimand, identification, sample and power, measurement, pre-registration, analysis plan, and venue, and defend, reviewer objections...Votes: 0GitHub stars: 61
- Research RepoScaffolds or audits an entire research-project repository organized around its source library. Use when the user starts, structures, organizes, or reviews a project, including "set up a research repo", "how should I structure/organize this project", "initialize my sources folder", "new paper or literature-review project", "audit my repo structure", "is my sources folder set up right", or "check my project layout". Builds the source spine, original PDFs, tracked Markdown conversions, drop zone...Votes: 0GitHub stars: 61
- Research WayfinderPlans a research project as a decision map that persists across sessions. The destination is a defensible, pre-registerable design reached by resolving four kinds of decision tickets one at a time. Adapted for research from Matt Pocock’s wayfinder. The map lives as repository Markdown, each session claims one frontier ticket, literature sweeps run as parallel research tickets, and the resolved map compiles into a pre-analysis plan. Use at project start, when a design has more open decisions t...Votes: 0GitHub stars: 61
- SpawnSpawns full Claude Code peer sessions in separate terminal panes and git worktrees, real sessions rather than subagents, each with a directed task and contract brief, monitored and merged by the spawning lead. Detects the environment and uses herdr first, then tmux, then a native claude background agent. Use when work must persist or run beside the current session, needs a separate worktree or permission settings, should remain user-steerable in a visible pane, or when the user asks to spawn,...Votes: 0GitHub stars: 61
- Survey Data AuditAudits fielded survey-response data for registered elements, data quality, bot and AI-automation screening, and sample integrity. Produces an appendix-ready quality report.Votes: 0GitHub stars: 61
- Survey DesignDesigns survey instruments. Covers item-specific wording that avoids acquiescence, double-barreling, and leading language, scale construction including points, labels, polarity, feeling thermometers, Cronbach’s alpha, and McDonald’s omega, flow and ordering, treatment placement, buffer items, cognitive interviews, soft launches, burden, attention checks, speeding rules, sensitive questions, social-desirability bias, and comprehension gates. Use when the user writes or revises survey questions...Votes: 0GitHub stars: 61
- TablesDesigns and formats publication-quality tables for social-science manuscripts. Covers column order, row grouping and panels, decimal precision, standard-error and confidence-interval conventions, self-contained titles and notes, and code-generated output. Use when the user builds or revises a regression, balance, descriptive-statistics, summary, or robustness table, mentions stargazer, modelsummary, gt, huxtable, kable, pystout, esttab, or booktabs, or asks whether a result belongs in a table...Votes: 0GitHub stars: 61
- Text ClassificationDesigns and validates LLM-based text classification for research data. Covers codebook construction, learning-regime choice, model selection and reproducibility, prompt construction, pilot validation against human coding with kappa and F1, hybrid human-LLM workflows, and reporting. Includes a resumable batch pipeline with a rule-based baseline for repeated free text against a closed codebook, including occupation, institution, registry text, and open-text survey responses, with frozen inputs,...Votes: 0GitHub stars: 61
- Topic ModelingSpecifies and diagnoses structural topic models for survey and experimental text. Covers STM, LDA, and BERTopic choice, preprocessing consequences, prevalence and content formulas with spectral initialization and recorded seed, topic-count selection across semantic coherence, exclusivity and FREX, held-out likelihood, and residuals, interpretation and validation against representative documents, robustness checks, and DA-RT-compliant reporting. Use when the user has open-ended responses or an...Votes: 0GitHub stars: 61
- Vlm OcrOCRs scanned or image-only corpora with vision-language models in three phases. Evaluate compares candidate systems against stratified human ground truth and selects one by measured CER or WER. Run builds the production pipeline, including model selection, image handling, prompts, architecture, batching, accuracy evaluation, and reproducibility. Clean corrects raw OCR with LLM and rule-based passes, quality diagnostics, multilingual handling, and span-level provenance. Use when choosing an OC...Votes: 0GitHub stars: 61
- Deliverable IntakeTurns raw captures, dictated braindumps in a deliverable’s inbox/, or recent macwhspr dictation-log entries into proposed planning-wiki changes, shown as a unified diff for author acceptance or rejection. Classifies every capture line as a decision, evidence claim, question, task, or dropped item with a reason, and traces it to its source. Uncertain names and citations remain UNRESOLVED. Applies decisions only with explicit assent. Use when the user says "intake", "absorb my notes", "process ...Votes: 0GitHub stars: 61
- Deliverable LintReviews a whole deliverable, such as a talk, course module, paper, chapter, or referee report, against its manifest without rewriting. Runs a deterministic gate for build, citations, numbers, facts, and leaks, then stops on failure. It assigns a cheap finder to each section, runs a strong-model whole-work pass, and adjudicates into checks/<date>/findings.json and report.md with anchors, severities, and honest NOT-CHECKED coverage within a dollar budget. Use when the user says "lint the delive...Votes: 0GitHub stars: 61
- Deliverable OpenOpens a deliverable, such as a talk, course module, paper, book chapter, or referee report, for AI-assisted work across sessions. Interviews the author until the manifest is written, then scaffolds deliverable.yml, append-only HANDOFF.md, a numbered planning/ wiki with index and open questions, inbox/ for dictated braindumps, gitignored checks/, and the house deck template for talks. Use when the user says "open a deliverable", "set up this talk/paper/module for the pipeline", "make a manifes...Votes: 0GitHub stars: 61
- Deliverable IntakeTurns raw captures, dictated braindumps in a deliverable’s inbox/, or recent macwhspr dictation-log entries into proposed planning-wiki changes, shown as a unified diff for author acceptance or rejection. Classifies every capture line as a decision, evidence claim, question, task, or dropped item with a reason, and traces it to its source. Uncertain names and citations remain UNRESOLVED. Applies decisions only with explicit assent. Use when the user says "intake", "absorb my notes", "process ...Votes: 0GitHub stars: 61
- Deliverable LintReviews a whole deliverable, such as a talk, course module, paper, chapter, or referee report, against its manifest without rewriting. Runs a deterministic gate for build, citations, numbers, facts, and leaks, then stops on failure. It assigns a cheap finder to each section, runs a strong-model whole-work pass, and adjudicates into checks/<date>/findings.json and report.md with anchors, severities, and honest NOT-CHECKED coverage within a dollar budget. Use when the user says "lint the delive...Votes: 0GitHub stars: 61
- Deliverable OpenOpens a deliverable, such as a talk, course module, paper, book chapter, or referee report, for AI-assisted work across sessions. Interviews the author until the manifest is written, then scaffolds deliverable.yml, append-only HANDOFF.md, a numbered planning/ wiki with index and open questions, inbox/ for dictated braindumps, gitignored checks/, and the house deck template for talks. Use when the user says "open a deliverable", "set up this talk/paper/module for the pipeline", "make a manifes...Votes: 0GitHub stars: 61
- FinishedEnd-of-session closure for a research or code repository. Records what actually changed into the project's own handoff and log files, distinguishing verified work from work merely attempted, and reports what was left uncommitted. Use when wrapping up a work session so the next one can resume without re-deriving state. Its start-of-session twin is sitrep.Votes: 0GitHub stars: 61
- SitrepStart-of-session situational report for a research or code repository. Reads whatever handoff, log, or status artifacts the project actually keeps, checks live git state, and reports the current objective, verified baseline, open tasks, blockers, and next actions. Use when resuming work in a repository after time away, or when you need to know where a project stands before changing anything. Its end-of-session twin is finished.Votes: 0GitHub stars: 61
- FinishedEnd-of-session closure for a research or code repository. Records what actually changed into the project's own handoff and log files, distinguishing verified work from work merely attempted, and reports what was left uncommitted. Use when wrapping up a work session so the next one can resume without re-deriving state. Its start-of-session twin is sitrep.Votes: 0GitHub stars: 61
- SitrepStart-of-session situational report for a research or code repository. Reads whatever handoff, log, or status artifacts the project actually keeps, checks live git state, and reports the current objective, verified baseline, open tasks, blockers, and next actions. Use when resuming work in a repository after time away, or when you need to know where a project stands before changing anything. Its end-of-session twin is finished.Votes: 0GitHub stars: 61
- BeamerHouse rules and craft for LaTeX Beamer slide decks (lectures, seminars, talks), built from the author's own Overleaf edits and published slide-design guidance. Covers storyboarding before LaTeX, frame titles, slide prose, word and frame budgets, layout that avoids overfull boxes, XeLaTeX fonts and Korean (xeCJK), color, figures and screenshots, Overleaf source hygiene, speaker notes, and the build and QA loop with a contact sheet. Use whenever a .tex deck, a beamer theme (.sty), a storyboard,...Votes: 0GitHub stars: 61
- BeamerHouse rules and craft for LaTeX Beamer slide decks (lectures, seminars, talks), built from the author's own Overleaf edits and published slide-design guidance. Covers storyboarding before LaTeX, frame titles, slide prose, word and frame budgets, layout that avoids overfull boxes, XeLaTeX fonts and Korean (xeCJK), color, figures and screenshots, Overleaf source hygiene, speaker notes, and the build and QA loop with a contact sheet. Use whenever a .tex deck, a beamer theme (.sty), a storyboard,...Votes: 0GitHub stars: 61