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| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 1 | Researches a GitHub repository over four rounds using the GitHub API and web search, then writes a structured markdown report with timeline, metrics and Mermaid diagrams. | bytedance/ | 84k | 4 repos | ~1.3k | Automated safety check: Pass | MIT | today |
| 2 | Use the Claude Code CLI to consult Claude and delegate coding tasks for prototyping, debugging, and code review. | appautomaton/ | 458 | 1 repo | ~1.5k | Automated safety check: Pass | MIT | 28 days ago |
| 3 | Use the Gemini CLI to consult Gemini and delegate coding tasks for prototyping, debugging, and code review. | appautomaton/ | 458 | 1 repo | ~1.1k | Automated safety check: Pass | MIT | 28 days ago |
| 4 | Rigor Explore compatible skill slug for meaningful and potentially novel deep learning research candidates. | lllllllama/ | 497 | 1 repo | ~1.7k | Automated safety check: Pass | MIT | 18 days ago |
| 5 | Structured performance opportunity investigation for SpiderMonkey (the Firefox JavaScript engine). | SAP/ | 180 | 2 repos | ~4.1k | Automated safety check: Pass | GPL-3.0 | yesterday |
| 6 | 将学术论文转化为深度HTML长文。6轮强制工作流、代码仓库搜索、公式渲染、Mermaid图表. An agent skill from zsyggg/paper-craft-skills. | zsyggg/ | 1.3k | — | ~1.9k | Automated safety check: Pass | No licence | 4 mo ago |
| 7 | Builds a local architecture wiki for a repository from the CodexQA symbol graph (no model needed): modules, who calls whom and how often, reading paths, and one self-contained HTML page. | openqa-cn/ | 152 | — | ~1.3k | Automated safety check: Pass | Apache-2.0 | 8 days ago |
| 8 | Health-check a research directory produced by /research. An agent skill from iusztinpaul/ai-research-os-workshop. | iusztinpaul/ | 179 | — | ~2.3k | Automated safety check: Pass | MIT | 3 mo ago |
| 9 | Author, resolve, compile and publish a just-dna annotation module — the spec directory layout, the CSV column contracts and vocabularies, the enrich→compile pipeline, and the checks that decide… | dna-seq/ | 141 | — | ~4.8k | Automated safety check: Notes | AGPL-3.0 | today |
| 10 | 10.New Loop Spin up a new loop (domain) in a file-based knowledge base — bootstrap the substrate if it's missing, gather the loop's charter, scaffold domains/<loop/README.md, then do ONE real test run and… | AI-Builder-Club/ | 1.3k | — | ~1.2k | Automated safety check: Notes | No licence | 25 days ago |
| 11 | 11.Pi Review Delegate a source-grounded design or code review to a fresh pi CLI process using sol or luna, then address verified findings until no blockers remain. | natsukium/ | 106 | — | ~972 | Automated safety check: Pass | CC0-1.0 | today |
| 12 | 12.Explore Code Rigor Improve implementation leaf skill for auditable candidate implementation in deep learning research repositories. | lllllllama/ | 497 | 1 repo | ~648 | Automated safety check: Pass | MIT | 18 days ago |
| 13 | Investigate kDrive crashes, Sentry issues, and application logs to produce source-grounded root cause analyses. | Infomaniak/ | 120 | — | ~4.1k | Automated safety check: Pass | GPL-3.0 | 2 days ago |
| 14 | 14.Sdd Research Pattern investigation and technical research before specification. | madebyaris/ | 197 | — | ~1.3k | Automated safety check: Pass | MIT | 3 mo ago |
| 15 | Audits, scaffolds and safely migrates research project folder structures, keeping existing repositories read-only until you approve exact moves from a plan. | Light0305/ | 640 | — | ~3k | Automated safety check: Notes | MIT | 3 mo ago |
| 16 | Orchestrates a Claude↔Codex cycle where Claude Code designs the contract and arbitrates, while Codex by default (via the official openai/codex-plugin-cc plugin) writes, adversarially reviews, and… | Ranteck/ | 105 | — | ~16k | Automated safety check: Pass | MIT | 17 days ago |
| 17 | Finds and clones missing code repositories for a chosen research idea, then writes a survey that maps academic concepts to their implementations. | LigphiDonk/ | 739 | — | ~3.6k | Automated safety check: Pass | MIT | 5 mo ago |
| 18 | 18.Ticket Writes a developer-ready GitHub ticket for the GLIDE dev team, from any input: research paper (arXiv, PDF, screenshots, reference implementation), refactoring request, documentation task, or… | EmertonData/ | 119 | — | ~1.8k | Automated safety check: Pass | Unknown | 3 days ago |
| 19 | 19.Self Learn Extract reusable patterns from recent sessions, propose framework improvements, and (with approval) update the framework docs. | Pratiyush/ | 397 | — | ~1.6k | Automated safety check: Pass | MIT | 3 mo ago |
| 20 | Create, revise, or audit academic data/result figures for CS/AI/ML papers. | joshua-zyy/ | 115 | — | ~816 | Automated safety check: Pass | MIT | 6 days ago |
| 21 | 21.Graph Manage code knowledge graphs via code-review-graph (CRG). An agent skill from xwtro0tk1t-cloud/harness. | xwtro0tk1t-cloud/ | 265 | — | ~1.1k | Automated safety check: Pass | No licence | 5 mo ago |
| 22 | Look up current research information using Perplexity's Sonar Pro Search or Sonar Reasoning Pro models through OpenRouter. | davila7/ | 33k | 9 repos | ~5k | Automated safety check: Notes | MIT | today |
| 23 | End-to-end Proteina-Complexa design pipeline driver. An agent skill from NVIDIA-BioNeMo/bionemo-agent-toolkit. | NVIDIA-BioNeMo/ | 479 | — | ~4.1k | Automated safety check: Notes | Unknown | 2 days ago |
| 24 | A skill your agent uses when preparing, opening, or updating an Deep Researcher Agent pull request — scoping the branch, signing commits with DCO, filling the PR template with real validation… | NVIDIA-AI-Blueprints/ | 886 | — | ~1k | Automated safety check: Notes | Apache-2.0 | 2 days ago |
| 25 | Read and record root causes in the Linear incident-alert knowledge base. | langfuse/ | 36k | — | ~1.6k | Automated safety check: Pass | Unknown | today |
| 26 | 26.Gtd Warrant-first research GTD system. An agent skill from scunning1975/MixtapeTools. | scunning1975/ | 474 | — | ~2.9k | Automated safety check: Notes | No licence | 1 mo ago |
| 27 | Structures Lean 4 proofs and library design along Mathlib conventions, from stating theorems to refactoring long tactic proofs and fixing slow or timing-out ones. | trailofbits/ | 7.5k | — | ~4k | Automated safety check: Pass | CC-BY-SA-4.0 | yesterday |
| 28 | 28.Rfdiffusion Generate de novo protein backbones with RFdiffusion for protein-target binders, hotspot-conditioned interfaces, motif scaffolding, partial diffusion, or symmetric assemblies. | PKU-YuanGroup/ | 622 | — | ~2.2k | Automated safety check: Pass | MIT | 2 days ago |
| 29 | Agent skill for researcher - invoke with $agent-researcher. An agent skill from ruvnet/ruflo. | ruvnet/ | 74k | 2 repos | ~1.4k | Automated safety check: Pass | MIT | yesterday |
| 30 | Produce a weekly synthesis of authored commits with highlights by bugfix, tech debt, and net-new work | cursor/ | 11k | 1 repo | ~226 | Automated safety check: Pass | No licence | today |
| 31 | Maps clinical concept spans extracted by OpenMed to SNOMED CT concepts through a USER-SUPPLIED terminology server (the user's own Ontoserver, Snowstorm, or UMLS/UTS), never a bundled vocabulary. | maziyarpanahi/ | 5.5k | — | ~2.1k | Automated safety check: Pass | Apache-2.0 | today |
| 32 | 32.Brain Read/write brain files (Obsidian vault at brain/). An agent skill from poteto/noodle. | poteto/ | 454 | — | ~860 | Automated safety check: Pass | MIT | 6 mo ago |
| 33 | Run a requested external review of an approved Compozy spec; continue follow-ups in the same reviewer session and incorporate only user-selected findings. | compozy/ | 2.8k | — | ~3.4k | Automated safety check: Pass | MIT | yesterday |
| 34 | 34.Diagnose Root-cause a failing or wrong empirical result with a disciplined reproduce → minimise → hypothesise → instrument → fix loop, instead of guessing-and-poking. | pedrohcgs/ | 1.7k | — | ~4.2k | Automated safety check: Pass | MIT | 13 days ago |
| 35 | Scaffold a graded problem set with sections, problems, worked solutions, and short "why this matters" explainers across analytical, empirical, and coding types. | pedrohcgs/ | 1.7k | — | ~2k | Automated safety check: Notes | MIT | 13 days ago |
| 36 | A skill your agent uses when assembling the AEA Data and Code Availability deposit for an AER, AER:Insights, or AEJ acceptance, writing the README, or auditing a replication package before the AEA… | brycewang-stanford/ | 4.6k | 1 repo | ~2.8k | Automated safety check: Pass | Unknown | 6 days ago |
| 37 | Convert an ML research paper into a complete, runnable code repository. | lingzhi227/ | 390 | — | ~793 | Automated safety check: Pass | No licence | 7 mo ago |
| 38 | Design research plans and paper architectures. An agent skill from lingzhi227/agent-research-skills. | lingzhi227/ | 390 | — | ~721 | Automated safety check: Pass | No licence | 7 mo ago |
| 39 | 39.New Diagram Scaffold a new TikZ diagram from the snippet gallery with prevention rules pre-applied (explicit node dimensions, coordinate map, directional edge labels). | pedrohcgs/ | 1.7k | — | ~1.8k | Automated safety check: Notes | MIT | 13 days ago |
| 40 | Run a GEPA learning cycle via metaharness learn (upstream ADR-235, metaharness@0.3.0) — optimizes a harness genome against a SWE-bench-style slice manifest. | ruvnet/ | 74k | — | ~800 | Automated safety check: Notes | MIT | yesterday |
| 41 | A skill your agent uses when starting or inheriting a radiology research project and need to know what it is. | Aperivue/ | 333 | — | ~1.6k | Automated safety check: Pass | MIT | 6 days ago |
| 42 | Audit-style editing pass for output/DRAFT.md: remove template boilerplate, improve coherence, and enforce citation anchoring. | WILLOSCAR/ | 513 | — | ~2.8k | Automated safety check: Pass | No licence | 6 days ago |
| 43 | Maintain a review-first Markdown knowledge base for Codex practices with source provenance, engineering capture, citation-aware queries, explicit archive and promotion, and deterministic linting. | aiskillstore/ | 433 | 1 repo | ~2k | Automated safety check: Notes | No licence | yesterday |
| 44 | Create and manipulate Seq, MutableSeq, and SeqRecord objects using Biopython. | GPTomics/ | 1.2k | 1 repo | ~2.5k | Automated safety check: Pass | MIT | 1 mo ago |
| 45 | Generate single-file HTML visual explanations for learning and review. | mingchen666/ | 244 | — | ~1.1k | Automated safety check: Pass | No licence | yesterday |
| 46 | Industry best practices conformance audit with mandatory adversarial debate. | sd0xdev/ | 192 | — | ~2.5k | Automated safety check: Pass | MIT | 3 days ago |
| 47 | Assemble, anonymize, validate, or audit a research replication package. | flonat/ | 146 | — | ~2.5k | Automated safety check: Pass | MIT | 12 days ago |
| 48 | 48.New Analysis Scaffolds a method-specific analysis notebook (DiD, IV, RDD, LASSO, Panel FE) with boilerplate. | brycewang-stanford/ | 4.6k | — | ~764 | Automated safety check: Notes | Unknown | 6 days ago |