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Claude Skills by sii-research
github.com/sii-research11 skills0 installs1 views
- Paper Search ProFind academic papers across up to 7 sources (OpenAlex / Semantic Scholar / CrossRef / PubMed / arXiv for English, plus native-Chinese retrieval via NSSD 国家哲社文献中心 + yiigle 中华医学期刊) with adjustable depth — Quick scan (5 min) to Audit prep (3 hr). Use when the user wants to find papers, run a literature search, gather references, scope a research topic, search Chinese-language / 中文原生 literature (中文文献/中文核心/CSSCI/C刊/国内研究/国内文献/中华××期刊/心理学报/经济研究), or filter results by journal tier (中科院分区/一区/几区, Q1, JC...Votes: 0GitHub stars: 8
- Research Paper WritingImprove academic paper writing quality — ML/CV/NLP and computational-social-science papers alike — with clear section structure, paragraph flow, and reviewer-facing presentation. Use when drafting or revising Abstract, Introduction, Related Work, Method, Experiments/Results, or Conclusion; polishing figures/tables; checking claim-support alignment; or performing self-review before submission. In SocioVerse2 this is the craft layer behind /sv-paper — that skill owns the evidence contract and f...Votes: 0GitHub stars: 8
- Sv Build EnvironmentBuild the dynamic environment E for a SocioVerse2 study — the two-axis layers (physical/information × macro/local), scheduled interventions, and audience-scoped information broadcasts. Use after sv-init, before sv-build-population. This is the "information retriever / environment builder" stage.Votes: 0GitHub stars: 8
- Sv Build ModelImplement a NEW from-scratch SocioVerse2 study's functional code on the Core kernel — the four abc implementations (EnvironmentProvider, PopulationProvider, DecisionModel, MetricCollector) written natively, no legacy wrap, no engine-seam. Use only on Path B (sv-init found no matching existing study). Skip for Path A (reuse) and for collaborators wrapping a legacy simulator (that is the CLAUDE-dev.md adapter path).Votes: 0GitHub stars: 8
- Sv Build PopulationBuild the fixed population pool P for a SocioVerse2 study — personas with persistent ids, interaction structure, and propagation mode. Use after sv-build-environment, before sv-run. Supports census, MCP population pools (single or composed across several), and user-uploaded sources.Votes: 0GitHub stars: 8
- Sv InitEntry point for a NEW SocioVerse2 study from a user's research query. Use at the START of a simulation study — it FIRST routes the query against already-adapted studies (catalog of studies/*/study.yaml) to choose reuse/adjust (Path A) vs build-new, and only then parses the query into a validated StudySpec + ResourceManifest and scaffolds the standardized layout the other sv-* skills consume. NOT for changing a study that already exists — modify/extend/iterate requests on an existing study (es...Votes: 0GitHub stars: 8
- Sv IterateThe ONLY entry point for changing an EXISTING SocioVerse2 study — especially one that already ran. Use whenever the user asks to modify, extend, adjust, tune, or iterate a study, add another round/step, add or change a policy/broadcast/intervention, change parameters (n_steps, seed, scale), swap population or decision logic, or open a counterfactual branch that keeps an earlier run's history. It runs the mandatory version gate (new version vs counterfactual branch vs modify-in-place — always ...Votes: 0GitHub stars: 8
- Sv LitSurvey real related work for a SocioVerse2 study. Two tiers — a fast default across OpenAlex / Semantic Scholar / CrossRef / PubMed / arXiv (+ Chinese-native sources) via the vendored paper-search-pro engine, and an opt-in deep tier (deep-research lit-review) that adds multi-agent synthesis and per-reference verification but is markedly slower and more expensive, so ask first. Either way, write per-paper relevance notes tied to THIS study and produce literature/literature.json + references.bi...Votes: 0GitHub stars: 8
- Sv PaperDraft the full academic paper for a SocioVerse2 study — abstract/intro/related work/methods/results/discussion — from the study's own artifacts (report, DuckDB trajectory, grounding, literature). Writes paper/paper.md for the dashboard's Paper tab. Use after sv-report. REQUIRES a literature survey: if literature/literature.json is missing, run /sv-lit first and finish it before drafting.Votes: 0GitHub stars: 8
- Sv ReportRender the displayable time-step change for a SocioVerse2 study — per-step maps, a metric timeline (with intervention markers), and report.md, all queried from the DuckDB trajectory store. Use after sv-run.Votes: 0GitHub stars: 8
- Sv RunExecute the longitudinal simulation run for a SocioVerse2 study — bind P + E + decision model + schedule, run the E_t→B_t→E_{t+1} loop, and persist the panel + metrics to DuckDB. Use after the environment and population bundles exist.Votes: 0GitHub stars: 8