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Research
Research, evidence gathering, literature, reports, investigation, and synthesis
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Showing 10,177–10,200 of 21,402 skills
- Harness Audit Harness Strength> Mechanically audit whether a project's harness is load-bearing. Orchestrates the deterministic check-harness-strength engine; interprets results. Not a deep/AI review.Votes: 0GitHub stars: 20
- Align Design System> Apply codemods for safe DRIFT-T001/T002/T003 token-bypass findings (replace hex / font-family / px-spacing literals with token references) and emit precise suggestions for DRIFT-T004 (deprecated tokens) and all DRIFT-P\* (primitive adoption). The FIX half of design-pipeline drift-remediation sub-project, paired with detect-design-drift.Votes: 0GitHub stars: 20
- Ln SpikeTime-boxed throwaway investigation to answer one hard question. Use when facing technical uncertainty before committing to a frontier item or scoped slice — the output is knowledge, not production code.Votes: 0GitHub stars: 7
- Ln HandoffCapture volatile session state into a structured handoff document before context is lost. Use when ending a session, switching threads, approaching context limits, or at any juncture the user chooses.Votes: 0GitHub stars: 7
- MizuRoute**Package**: `hydrocraft-mizuroute` v1.0.0 **Model**: mizuRoute (NCAR/ESCOMP), reach-based river routing **Repository**: https://github.com/ESCOMP/mizuRoute **Created by**: Jianyun Zhang Research Group, Hohai University **Last updated**: 2026-03-22 **Stats**: 7 tools | 8 skill documents | 20 diagnostic triplets | 2,115 lines of validated Python **Validation status**: `production_validated` — Bengbu IRF routing, r=0.87 vs Lohmann, mass-conserving (Q=1795 m3/s), 3 serial stub bugs fixed ---Votes: 0GitHub stars: 200
- DocsConvert observed discharge to the text format mHM reads for gauge evaluation.Votes: 0GitHub stars: 200
- MHM> **MANDATORY EXECUTION POLICY** — READ BEFORE PROCEEDING > > You MUST run the **actual model binary or package** described in this document. > If the model fails to import, compile, or execute, you MUST: > 1. Check `diagnostics/triplets.yaml` for a matching error pattern > 2. Try the fix suggested in the triplet's `remedy` section > 3. If still failing, report the error to the user with full details > > You MUST NOT substitute a simplified Python formula, regression equation, > or hand-coded...Votes: 0GitHub stars: 200
- DocsRun multiple Raven model structures on the same basin with identical forcing and compare results. This quantifies **structural uncertainty** — how much hydrological predictions depend on model choice. This is Raven's unique capability within HydroCraft.Votes: 0GitHub stars: 200
- DocsCreate, configure, and validate a DSSAT soil profile within a .SOL file so that it accurately represents the physical, chemical, and hydraulic properties of the soil at the experimental site. This document specifies the exact format, parameter definitions, layer construction rules, and quality checks needed for a valid soil input. - [ ] Soil texture, depth, and basic properties of the target site are known (from field measurements, soil survey, or pedotransfer estimation). - [ ] A 10-chaVotes: 0GitHub stars: 200
- Skill AutoresearchRoute reusable skill-improvement work into one bounded repo-local ratcheting packet: ratchet eligibility, benchmark readiness, loop charter freeze, baseline scoring, one-change mutation, support-surface sync, or final keep/revert report. Use when an existing `SKILL.md`, SOP, prompt, or workflow doc may need sharper triggers, clearer instructions, better support files, or cleaner discovery wording and you want a frozen evaluation harness, append-only experiment logs, and explicit keep-or-rever...Votes: 0GitHub stars: 47
- Scientific Llm BenchmarksA comprehensive reference of benchmarks for evaluating large language models on scientific reasoning and discovery.Votes: 0GitHub stars: 47
- Scientific Agent SkillsAudit, inventory, route, selectively install, and safely refresh the K-Dense-AI/scientific-agent-skills collection for scientific packages, databases, lab integrations, research methods, and publication workflows. Use when the user names Scientific Agent Skills, K-Dense scientific skills, or that repository; needs the correct upstream sub-skill; wants a pinned subset installed or refreshed; or needs provenance, license, collision, and security review before adoption. Inspect the real skill tr...Votes: 0GitHub stars: 47
- Research Paper WritingDraft and revise ML, CV, NLP, and systems research papers with strong claim-evidence flow, reviewer-aware structure, and submission-ready section planning. Use when the user needs help with an abstract, introduction, related work, method, experiments, ablations, discussion, figures/tables, checklist coverage, or rebuttal / response-letter writing for a paper. Triggers on: research paper, academic paper, ML paper, NeurIPS paper, ICLR paper, CVPR paper, experiments section, ablation plan, relat...Votes: 0GitHub stars: 47
- NotebooklmQueries managed Google NotebookLM notebooks for citation-backed, source-grounded answers via local Claude Code browser automation; use for uploaded sources, not live web search.Votes: 0GitHub stars: 47
- Github Repo Candidate Quality GateConvert noisy GitHub repository search results into recommendation-grade candidate lists with explicit metadata, freshness, traction signal, provenance labels, and rollback-safe reporting for maintenance PR workflows.Votes: 0GitHub stars: 47
- Game Studio HarnessFive-role game production studio harness: director, numeric-balance designer, revenue-band PM, verification-strict programmer, archetype-rotation QA. Runs the 3-stage operating cycle (concept/presentation/core build → balance/core-loop/novelty → ops stability/play impact) behind 8 numeric quality gates with survey-grounded trends, signed designer↔PM negotiation records, and QA broadcast discipline. Writes the repository rule file (CLAUDE.md/AGENTS.md) so the contract outlives the session, and...Votes: 0GitHub stars: 47
- Game Design TheoryTurn a game-design question into one falsifiable theory packet instead of a framework collage. Use when a designer must explain why a mechanic may create a player experience, analyze mechanics-dynamics-aesthetics, test a core loop, inspect choice, uncertainty, progression, resource flow, mastery, autonomy, competence, or relatedness, compare design variants, or turn conflicting playtest interpretations into a bounded prototype. Choose one primary lens, state its limits, separate observation f...Votes: 0GitHub stars: 47
- Deep ResearchRouting front door for a structured, human-in-the-loop deep-research workflow (Weizhena/Deep-Research-skills) — turn a topic into an extensible outline, fan out parallel web-search agents to investigate each item into validated JSON, then render a complete markdown report. One skill, 4 reference pipelines: outline (research / add-items / add-fields), deep (parallel per-item investigation + field-coverage validation), report (TOC + per-field markdown), web-search (research agent + 5 routed sou...Votes: 0GitHub stars: 47
- Deep DiveCross-runtime 2-stage pipeline for Claude Code, Codex/OMX, and Gemini/Antigravity/OMA: trace causal hypotheses, inject evidence into deep-interview style requirements crystallization, then hand off to the right runtime planner/executor.Votes: 0GitHub stars: 47
- Dalamud Vfx EditorInstall, operate, and troubleshoot 0ceal0t/Dalamud-VFXEditor for user-owned Final Fantasy XIV visual-effect, animation, sound, physics, UI, texture, material, model, and shader files. Use when a user asks about `/vfxedit`, AVFX, PAP, TMB, SCD, Dalamud plugin setup, effect replacement, export handoff, beta repositories, or VFXEditor source builds. Triggers on: Dalamud VFXEditor, /vfxedit, .avfx, .pap, .tmb, .scd, FFXIV VFX mod, or VFXEditor beta.Votes: 0GitHub stars: 47
- AutoresearchRun Karpathy-style autonomous ML search on a real training repo: choose the right mode (setup, program.md, bounded loop, results interpretation, or constrained-hardware adaptation), preserve the immutable prepare.py / 300-second / val_bpb contract, and route prompt/skill eval work away to LangSmith, Promptfoo, Braintrust, or skill-autoresearch.Votes: 0GitHub stars: 47
- Agent PulseOperate and extend barretlee/agent-pulse, the evidence-backed AI industry intelligence system: inspect source catalog and lifecycle, collect and normalize signals, bind evidence, cluster Events, evaluate system health, generate Scout hypotheses, export the privacy-safe public site, and verify release gates. Use when the user asks to run, configure, debug, extend, or explain Agent Pulse, its collectors, Control Room, narratives, Scout, or GitHub Pages output. Triggers on: agent-pulse, Agent Pu...Votes: 0GitHub stars: 47
- Academic ResearchFull academic research pipeline from discovery to publication — 4 reference pipelines, 27 modes, 39-agent ensemble (deep-research 8 modes, academic-paper 11 modes, academic-paper-reviewer 6 modes, academic-pipeline 10-stage orchestrator). Routes each request to the right pipeline and mode. Human-in-the-loop throughout. Plugin (upstream): claude plugin marketplace add Imbad0202/academic-research-skillsVotes: 0GitHub stars: 47
- Logging AuditRead-only аудит Pino-архитектуры — один root logger, child context, redaction, requestId, нет console.log/Loki sink (роль logging). Use когда нужно найти дыры без правок; покрыть — $logging-cover, привести легаси — $logging-update.Votes: 0GitHub stars: 2