Browse Skills — Page 232

proteomics-dia-analysis

swaruplab/operon

Data-independent acquisition (DIA) proteomics analysis with DIA-NN and other tools. Use when analyzing DIA mass spectrometry data with library-free or library-based workflows for deep proteome profiling.

proteomics-differential-abundance

swaruplab/operon

Statistical testing for differentially abundant proteins between conditions. Covers preprocessing (log2 transformation, normalization), limma and DEqMS workflows with empirical Bayes moderation, fold change shrinkage for accurate effect size estimation, and Python alternatives. Use when identifying proteins with significant abundance changes between experimental groups.

proteomics-peptide-identification

swaruplab/operon

Peptide-spectrum matching and protein identification from MS/MS data. Use when identifying peptides from tandem mass spectra. Covers database searching, spectral library matching, and FDR estimation using target-decoy approaches.

proteomics-protein-inference

swaruplab/operon

Protein grouping and inference from peptide identifications. Use when resolving protein ambiguity from shared peptides. Handles protein groups and protein-level FDR control using parsimony and probabilistic approaches.

proteomics-proteomics-qc

swaruplab/operon

Quality control and assessment for proteomics data. Use when evaluating proteomics data quality before downstream analysis. Covers sample metrics, missing value patterns, replicate correlation, batch effects, and intensity distributions.

proteomics-ptm-analysis

swaruplab/operon

Post-translational modification analysis including phosphorylation, acetylation, and ubiquitination. Covers site localization, motif analysis, and quantitative PTM analysis. Use when analyzing phosphoproteomic data or other modification-enriched samples.

proteomics-quantification

swaruplab/operon

Protein quantification from mass spectrometry data including label-free (LFQ, intensity-based), isobaric labeling (TMT, iTRAQ), and metabolic labeling (SILAC) approaches. Use when extracting protein abundances from MS data for differential analysis.

proteomics-spectral-libraries

swaruplab/operon

Build, manage, and search spectral libraries for proteomics. Use when creating or working with spectral libraries for DIA analysis. Covers DDA-based library generation, predicted libraries (Prosit, DeepLC), and library formats.

proto-persona

deanpeters/Product-Manager-Skills

Create a proto-persona from current research, market signals, and team knowledge. Use when you need a working customer profile before deeper validation.

protobuf

TerminalSkills/skills

>-

protobuf-grpc-api-review

github/awesome-copilot

Review Protocol Buffer (.proto) and gRPC API changes for wire and JSON compatibility, safe schema evolution, rollout hazards, and RPC contract quality. Use when reviewing proto diffs, adding or changing messages and services, planning migrations, or diagnosing cross-version failures.

Protocol Monitor (x402 default)

aaronjmars/aeon

Weekly tracker for a configured protocol's ecosystem velocity — new GitHub integrations, npm adoption, notable announcements. Defaults to x402; operators swap in their own protocol via memory/topics/tracked-protocol.md.

protocol-deviation-classifier

aipoch/medical-research-skills

Determine whether an incident in a clinical trial is a "major deviation.

protocol-element-extraction

yogsoth-ai/de-anthropocentric-research-engine

Extract evaluation protocol parameters from papers

protocol-extraction-from-pdf

InternScience/scp

Extract laboratory protocols from PDF documents using Thoth-Plan to convert experimental procedures into structured text.

protocol-forensics

yogsoth-ai/de-anthropocentric-research-engine

Analyze evaluation protocol differences across papers for same benchmark — 5 benchmarks, 60 papers, 30 web searches

protocol-generation-from-description

InternScience/scp

Generate detailed laboratory protocols from natural language descriptions using AI, producing step-by-step experimental procedures ready for lab execution.

protocol-participation

automateyournetwork/netclaw

Live BGP and OSPF control-plane participation — peer with real routers, inject/withdraw routes, query RIB/LSDB, adjust metrics, GRE tunnel status. Use when injecting or withdrawing BGP routes, checking BGP peer state, querying the OSPF LSDB, or testing route advertisement in a lab.

protocol-reverse-engineering

benjaminasterA/antigravity-awesome-skills

Master network protocol reverse engineering including packet analysis, protocol dissection, and custom protocol documentation. Use when analyzing network traffic, understanding proprietary protocol...

protocol-reverse-engineering

wshobson/agents

Master network protocol reverse engineering including packet analysis, protocol dissection, and custom protocol documentation. Use when analyzing network traffic, understanding proprietary protocols, or debugging network communication.

protocol-reverse-engineering-v2

diegosouzapw/awesome-omni-skills

Protocol Reverse Engineering workflow skill. Use this skill when the user needs Comprehensive techniques for capturing, analyzing, and documenting network protocols for security research, interoperability, and debugging and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.

protocol-standardization

aipoch/medical-research-skills

Standardize fragmented experimental steps into reproducible protocol documents when you need method organization, lab SOP drafting, or cross-operator reproducibility; missing parameters must be explicitly marked as "To be supplemented/Not provided".

protocol-to-executable-json

InternScience/scp

Convert laboratory protocols to executable JSON format using Thoth-OP for automated lab equipment control.

protocolsio-integration

K-Dense-AI/scientific-agent-skills

Integration with protocols.io API for managing scientific protocols. This skill should be used when working with protocols.io to search, create, update, or publish protocols; manage protocol steps and materials; handle discussions and comments; organize workspaces; upload and manage files; or integrate protocols.io functionality into workflows. Applicable for protocol discovery, collaborative protocol development, experiment tracking, lab protocol management, and scientific documentation.

prototype

openai/role-based-plugins

Route coded prototype requests after Product Design get-context has confirmed the design brief. Use for building prototypes from URLs, images, mockups, Figma, existing code, or ideas that need visual exploration before build.

prototype

EpicenterHQ/epicenter

Build a throwaway prototype to flesh out a design before committing to it. Routes between two branches: a runnable terminal app for state/business-logic questions, or several radically different UI variations toggleable from one route. Use when the user wants to prototype, sanity-check a data model or state machine, mock up a UI, explore design options, or says "prototype this", "let me play with it", "try a few designs".

prototype-controls

github/replica

Create and wire Replica prototype controls. Use when asked to add or change dropdowns, sliders, input fields, toggles or action buttons that configure variants, scenarios, visible UI, app state or data sources, even without canvas terminology. Covers declarations, typed bindings, defaults, conditions, resets and actions. Product UI form fields and filters alone belong to create-prototype.

prototype-designer

TestAny-io/testany-agent-skills

Prototype, 交互原型, 原型设计, UI prototype。Use when: PRD 和 User Journey 完成后，需要在前端仓库中生成可交互的 UI 原型，验证交互模式和流转逻辑，在进入 HLD/API Contract 之前暴露设计问题。

prototype-pollution-exploit

wgpsec/AboutSecurity

JavaScript 原型链污染漏洞利用方法论。当目标为 Node.js 应用、使用 lodash/jQuery/深拷贝函数、接收 JSON 输入时使用。覆盖 Server-side（RCE/权限绕过）和 Client-side（XSS/DOM 操控）两种场景

prototype-reviewer

TestAny-io/testany-agent-skills

Prototype review, 原型评审, 交互原型审查。Use when: prototype-designer 完成后、进入 API Contract/HLD 之前需要审查原型的上游对齐、交互完整性、工程隔离和下游可用性。

prototyping-fabrication

Tibsfox/gsd-skill-creator

CAD fundamentals, 3D printing (FDM/SLA/SLS), CNC machining, workshop skills, rapid prototyping methodology, and testing of physical prototypes. Covers fidelity levels, material selection for prototypes, dimensional tolerancing, assembly planning, and the iterate-test loop. Use when building prototypes, selecting fabrication methods, planning physical tests, or choosing between prototyping technologies.

prototyping-pretotyping

lyndonkl/claude

Guides validation of ideas before full development using pretotyping (fake doors, concierge MVPs, Wizard of Oz) and prototyping at appropriate fidelity (paper, clickable, coded) to test assumptions about demand, pricing, and feasibility. Use when testing ideas cheaply before building, choosing prototype fidelity, running experiments to validate assumptions, or when user mentions prototype, MVP, fake door test, concierge, Wizard of Oz, landing page test, smoke test, or asks "how can we validate this idea before building?".

prove-claim

obra/knowledge-graph

Use when asked to prove, disprove, investigate, or find evidence for a claim about people, concepts, ideas, or their relationships. Also use when asked to explore connections, find who influenced what, trace how ideas developed, or answer questions that require reasoning over multiple linked notes.

prove-patch

trailofbits/skills

Use when a local security patch commit needs independent scoped and three-arm proof.

provenance

boshu2/agentops

Trace artifact provenance.

provider

evanca/flutter-ai-rules

Uses the Provider package for dependency injection and state management in Flutter. Use when setting up providers, consuming state, optimizing rebuilds, using ProxyProvider, or migrating from deprecated providers.

provider-actions

eric861129/SKILLS_All-in-one

Implement Terraform Provider actions using the Plugin Framework. Use when developing imperative operations that execute at lifecycle events (before/after create, update, destroy).

provider-billing

pollinations/pollinations

Query billing, usage, credits, and resource deployments across all our cloud and SaaS providers (Azure, AWS, Cloudflare, GCP, Tinybird, Vercel, Stripe, Polar, etc.) via their native CLIs and APIs. Use for any question about provider costs, spend by service/day/month, credit eligibility, invoice totals, which resources are running, or how to deploy/inspect resources. Each provider has a dedicated playbook under `providers/`.

provider-key-manager

aAAaqwq/AGI-Super-Team

Provider key manager — rotate and sync API keys across multi-agent workspaces

provider-resources

eric861129/SKILLS_All-in-one

Implement Terraform Provider resources and data sources using the Plugin Framework. Use when developing CRUD operations, schema design, state management, and acceptance testing for provider resources.

provocation-and-movement

yogsoth-ai/de-anthropocentric-research-engine

PO + Movement: generate provocations then extract useful directions (4 movement types)

provocation-generation

yogsoth-ai/de-anthropocentric-research-engine

Generate de Bono lateral thinking provocations to challenge dominant ideas using escape, reversal, exaggeration, and distortion.

proxiedmail-automation

ComposioHQ/awesome-claude-skills

"Automate Proxiedmail tasks via Rube MCP (Composio). Always search tools first for current schemas."

proxmox-ops

aAAaqwq/AGI-Super-Team

Create a credential file at `~/.proxmox-credentials`

prozessablauf-papier-vs-elektronisch

Klotzkette/claude-fuer-deutsches-recht

Workflow-Schritte: wann Originalunterschrift auf Papier per Boten, wann qES-Versand mit Empfangsbestätigung, wann Textform per E-Mail mit Quittung, wann Bote oder Einschreiben — konkrete Prozessabläufe Kündigung, Makler, Bürgschaft, Gewerberaummiete.

prozesskostenhilfe-antrag

Klotzkette/claude-fuer-deutsches-recht

Erstellt einen Prozesskostenhilfe-Antrag fuer sozialgerichtliche Verfahren nach § 73a SGG iVm §§ 114 ff. ZPO. Pflichtbelege Erklaerung ueber die persoenlichen und wirtschaftlichen Verhaeltnisse (Formular ZP1a) Nachweise Einkommen Vermoegen Belastungen Mietkosten Unterhaltspflichten. Pruefraster Erfolgsaussicht keine Mutwilligkeit Beduerftigkeit. Mit Antrag auf Beiordnung des Rechtsanwalts. Kein Anwaltszwang vor dem SG aber Beiordnung im Klageverfahren regelmaessig moeglich.

prozessrecht-anpassen

Klotzkette/claude-fuer-deutsches-recht

Geführte Anpassung des Praxisprofils – einzelne Einstellungen ändern, ohne das gesamte Kaltstart-Interview zu wiederholen. Rolle, Praxisschwerpunkte, Risikostrategie, Kanzleistil, Vergütungsart oder Integrationen einzeln aktualisieren.

prozessrecht-kaltstart-interview

Klotzkette/claude-fuer-deutsches-recht

Einrichtungs-Interview für das Prozessrecht-Plugin – erfasst Kanzleiart, Rolle, Praxisschwerpunkte, Risikobereitschaft, Mandatslandschaft und Kanzleistil und schreibt die CLAUDE.md. Verwenden bei der Ersteinrichtung, wenn der Nutzer das Praxisprofil neu erstellen oder die Integrations-Verfügbarkeit prüfen möchte.

prozessrecht-mandat-arbeitsbereich

Klotzkette/claude-fuer-deutsches-recht

Verwaltet Mandatsarbeitsbereiche für Mehrmandat-Kanzleien — anlegen, auflisten, wechseln, abschließen oder vom aktiven Mandat lösen. Lädt, wenn der Nutzer einen neuen Mandatsarbeitsbereich anlegen, das aktive Mandat wechseln, Mandate auflisten, ein Mandat archivieren oder nur auf Kanzleiebene arbeiten möchte.

prpm-development

pr-pm/prpm

Use when developing PRPM (Prompt Package Manager) - comprehensive knowledge base covering architecture, format conversion, package types, collections, quality standards, testing, and deployment

prpm-json-best-practices

AgentWorkforce/relay

Best practices for structuring prpm.json package manifests with required fields, tags, organization, multi-package management, enhanced file format, eager/lazy activation, and conversion hints

pruefer-uebergabe-paket

Klotzkette/claude-fuer-deutsches-recht

Schnuert das vollstaendige Pruefer-Paket nach Abschluss eines Wuerfellaufs — Excel-Wuerfel-Datei aus Skill `excel-multi-sheet-export` PDF-Bericht aus `pdf-bericht-erzeugen` Belegketten-CSV aus `belegkette-rueckverfolgung` Audit-Trail-Auszug aus `audit-trail-protokoll` Prompt-Versionen aus `prompt-versionierung` Widerspruchsbericht aus `kreuzblatt-konsistenzpruefung` Ampel-Aggregat aus `risikoampel-aggregation` Pruefer-Flag-Arbeitsliste. Erzeugt ein ZIP-Paket plus Begleitschreiben. Pflichtschritt vor Mandatsabnahme. Ohne Pruefer-Unterschrift kein Versand an Mandant.

pruefung-sachverstaendigengutachten-ki-deklaration

Klotzkette/claude-fuer-deutsches-recht

Gerichtliche Prüfung der Vergütung eines Sachverständigengutachtens bei Verdacht auf KI-Einsatz. Anwendung § 4 Abs. 1 S. 1 JVEG und § 8a Abs. 2 S. 1 Nr. 1 und Nr. 2 JVEG, Erst-recht-Schluss aus § 407a Abs. 3 und Abs. 5 ZPO zur höchstpersönlichen Erstellungspflicht (§ 407a Abs. 1 ZPO), Indizien-Checkliste, Anhörungsablauf, mögliche Festsetzung auf null Euro, Nichtabhilfebeschluss und Beschwerdeweg.

pruefungsbescheid-vorbereiten

Klotzkette/claude-fuer-deutsches-recht

Bereitet Antwort auf Pruefungsbescheid des DPMA nach § 45 PatG oder des EPA nach Art. 94 EPUe systematisch vor. Liest den Bescheid und die zitierten Entgegenhaltungen ein. Strukturiert pro Beanstandung: Beanstandung wortlautgetreu zitiert betroffener Anspruch zitierte Entgegenhaltung mit Pinpoint Argumentationsvorschlag (Neuheit-Argument erfinderische Taetigkeit Argument Anspruchsanpassung). Beruecksichtigt EPA-Schemata Problem-Solution-Approach und EPA-Hinweise auf clarity (Art. 84 EPUe) added subject-matter (Art. 123(2) EPUe) und unity (Art. 82 EPUe). Liefert Entwurf der Eingabe mit Argumentationsstruktur und Anspruchssatz-Vorschlaegen. Disclaimer Eingabe muss durch Patentanwaeltin gegengelesen und verantwortet werden.

pruefungsgespraech-ag

Klotzkette/claude-fuer-deutsches-recht

Prüfungsgespräch nach deutscher AG-Tradition — stellt Fragen, hakt nach, gibt die Antwort erst, wenn der Studierende sie erarbeitet hat. Übt die mündliche Prüfung, das AG-Gespräch und das Klausurdenken. Lädt, wenn der Nutzer „Abfrage\", „mündlich prüfen\", „AG-Gespräch simulieren\", „Fragen-Antwort-Drill\" oder „mündliche Prüfung üben\" sagt.

pruefungsvorschlaege

Klotzkette/claude-fuer-deutsches-recht

Prüft und genehmigt (oder lehnt ab) ausstehende Playbook-Aktualisierungsvorschläge des Playbook-Monitor-Agenten und überträgt genehmigte Änderungen in das Kanzleiprofil. Lädt, wenn der Monitor Vorschläge gemeldet hat, wenn der Nutzer „Playbook-Vorschläge prüfen\", „welche Playbook-Updates sind ausstehend\" oder „Abweichungsvorschläge durchgehen\" sagt.

prun

yzhao062/anywhere-agents

Parallel delegation fan-out. The Claude session coordinates (on whatever Claude model is currently selected, e.g. Opus or Fable) while task units run in parallel on workers (never on the coordinator). Codex (`codex exec`, a separate abundant account) is the prioritized default; Sonnet is reserved for units needing Claude-session-internal capabilities (MCP/email tools, Artifacts, cross-vendor web verification), with the orchestrator deciding per unit. Units may read or write code; workers never commit or push, and the session plus the user are the final integration gate.

prune

simota/agent-skills

Cleaning up the skill ecosystem by auditing the agent roster for overlap, redundancy, and inactivity; proposes merge candidates and sunset plans with evidence + archive instructions. Propose-only (no execute). Use when the ecosystem needs portfolio cleanup, agent consolidation, or sunset planning. Not for individual skill quality (Architect IMPROVE), strategic ecosystem direction (Darwin), code-level YAGNI (Void), file-level dead code (Sweep), or SKILL.md format audit (Gauge).

pseudotime-trajectory-viz

aipoch/medical-research-skills

Analyze data with `pseudotime-trajectory-viz` using a reproducible workflow, explicit validation, and structured outputs for review-ready interpretation.

psv-pensionssicherungsverein-und-haftungsketten

Klotzkette/claude-fuer-deutsches-recht

PSV Pensionssicherungsverein: Paragraph-7-BetrAVG Beitragspflicht Subsidiaearhaftung Insolvenzsicherung EuGH-C-168-18-Bauer-Willmeroth Insolvenzschutzluecken Haftungsketten im Konzern bei betrieblicher Altersversorgung und Umgang mit PSV-Jahresbeitraegen.

psx-horror-style

arjun988/blender-skills

PS1/PSX-era horror art direction combining low-poly affine textures, limited color depth, fog, and psychological horror staging for Blender assets.

ptq

NVIDIA/skills

This skill should be used when the user asks to "quantize a model", "run PTQ", "post-training quantization", "NVFP4 quantization", "FP8 quantization", "INT8 quantization", "INT4 AWQ", "quantize LLM", "quantize MoE", "quantize VLM", or needs to produce a quantized HuggingFace or TensorRT-LLM checkpoint from a pretrained model using ModelOpt.

ptvs-template-updates

microsoft/PTVS

Use when updating PTVS project or item templates, Cookiecutter integration, Bootstrap or other static template assets, or template VSIX packaging and signing.

pua

tanweai/pua

Use when the user explicitly requests PUA mode or signals frustration, repeated failures (2+), passive behavior, quality complaints, unverified completion, giving up, or asks to try harder/change approach. Common triggers: 'try harder', 'figure it out', 'stop giving up', 'you keep failing', '加油', '别偷懒', '你再试试', '为什么还不行', '你怎么又失败了', '又错了', '质量太差', '换个方法', 'stop spinning', 'you broke it', '/pua', 'PUA模式'. Do not trigger for normal first-attempt coding or information requests.

pua-cancel-loop

tanweai/pua

PUA cancel loop alias for Codex. Codex subcommand mapping for Claude Code /pua:cancel-loop style usage; invoke with $pua-cancel-loop.

pua-en

tanweai/pua

Put your AI on a Performance Improvement Plan. Forces exhaustive problem-solving with Western big-tech performance culture rhetoric and structured debugging. Trigger when: (1) task failed 2+ times or stuck tweaking same approach; (2) about to say 'I cannot', suggest manual work, or blame environment without verifying; (3) being passive—not searching, not reading source, just waiting; (4) user frustration: 'try harder', 'stop giving up', 'figure it out', 'again???', or similar. Also for complex debugging, env issues, config/deployment failures. All task types: code, config, research, writing, deployment, infra, API. Do NOT trigger on first-attempt failures or when a known fix is executing.

pua-flavor

tanweai/pua

PUA flavor alias for Codex. Codex subcommand mapping for Claude Code /pua:flavor style usage; invoke with $pua-flavor.

pua-ja

tanweai/pua

お前のAIを詰めろ。日本企業の詰め文化と体系的デバッグ方法論で全ての手段を尽くさせる。トリガー条件：(1) タスク失敗2回以上または同じアプローチの微調整ループ; (2)「解決できません」と言おうとする・手動対応を推奨・未検証で環境を原因帰属; (3) 受け身——検索しない・ソースを読まない・指示待ち; (4) ユーザーの不満：'もっと頑張れ'、'なんでまた失敗したの'、'なんとかしろ'。全タスクタイプ適用。初回失敗や既知修正の実行中はトリガーしない。

pua-kpi

tanweai/pua

PUA KPI alias for Codex. Codex subcommand mapping for Claude Code /pua:kpi style usage; invoke with $pua-kpi.

pua-loop

tanweai/pua

PUA Loop — autonomous iterative development with autoresearch-style gate protocol. Runs FOREVER until verified done. Oracle Isolation: hook independently verifies completion, Claude cannot lie. Triggers on: '/pua:pua-loop', '自动循环', 'loop mode', '一直跑', '自动迭代'.

pua-mama

tanweai/pua

PUA mama alias for Codex. Codex subcommand mapping for Claude Code /pua:mama style usage; invoke with $pua-mama.

pua-off

tanweai/pua

PUA off alias for Codex. Codex subcommand mapping for Claude Code /pua:off style usage; invoke with $pua-off.

pua-offline

tanweai/pua

PUA offline alias for Codex. Codex subcommand mapping for Claude Code /pua:offline style usage; invoke with $pua-offline.

pua-on

tanweai/pua

PUA on alias for Codex. Codex subcommand mapping for Claude Code /pua:on style usage; invoke with $pua-on.

pua-p10

tanweai/pua

PUA P10 alias for Codex. Codex subcommand mapping for Claude Code /pua:p10 style usage; invoke with $pua-p10.

pua-p7

tanweai/pua

PUA P7 alias for Codex. Codex subcommand mapping for Claude Code /pua:p7 style usage; invoke with $pua-p7.

pua-p9

tanweai/pua

PUA P9 alias for Codex. Codex subcommand mapping for Claude Code /pua:p9 style usage; invoke with $pua-p9.

pua-pro

tanweai/pua

PUA Pro alias for Codex. Codex subcommand mapping for Claude Code /pua:pro style usage; invoke with $pua-pro.

pua-reap-orphans

tanweai/pua

PUA reap-orphans alias for Codex. Codex subcommand mapping for Claude Code /pua:reap-orphans style usage; invoke with $pua-reap-orphans.

pua-survey

tanweai/pua

PUA survey alias for Codex. Codex subcommand mapping for Claude Code /pua:survey style usage; invoke with $pua-survey.

pua-team-status

tanweai/pua

PUA team status alias for Codex. Codex subcommand mapping for Claude Code /pua:team-status style usage; invoke with $pua-team-status.

pua-teardown-all

tanweai/pua

PUA teardown alias for Codex. Codex subcommand mapping for Claude Code /pua:teardown-all style usage; invoke with $pua-teardown-all.

pua-trae

tanweai/pua

Trae-optimized PUA high-agency governance skill for npx skills installs. Use only for explicit PUA requests, repeated failures, user frustration, giving-up/passive behavior, or unverified completion. Do not trigger for normal first-attempt tasks.

pua-yes

tanweai/pua

PUA yes alias for Codex. Codex subcommand mapping for Claude Code /pua:yes style usage; invoke with $pua-yes.

pubchem_deep_dive

InternScience/scp

PubChem Deep Dive Analysis - Deep dive into PubChem: compound info, bioassay summary, 3D conformers, synonyms, and general description. Use this skill for chemical databases tasks involving get pubchem compound by cid get assay summary by cid get conformers by cid get compound synonyms by name get general info by compound name. Combines 5 tools from 1 SCP server(s).

pubchem-compound-search

jaechang-hits/SciAgent-Skills

Query PubChem (110M+ compounds) directly via the PUG-REST/JSON API with plain `requests` — no SDK install required. Search by name/CID/SMILES/InChIKey/formula, retrieve properties (MW, XLogP, TPSA, H-bond counts), do similarity/substructure searches with async ListKey polling, fetch synonyms, descriptions, assay summaries, and download SDF/PNG. For local cheminformatics use rdkit; for bioactivity-centric workflows use chembl-database-bioactivity.

pubchem-database

elizaOS/eliza

Query PubChem via PUG-REST API/PubChemPy (110M+ compounds). Search by name/CID/SMILES, retrieve properties, similarity/substructure searches, bioactivity, for cheminformatics.

pubchem-database-skill

aipoch/medical-research-skills

Programmatic access to the PubChem database (via PUG-REST API and PubChemPy) for searching chemical compounds, retrieving physicochemical properties, performing structure similarity/substructure searches, and obtaining bioactivity data.

pubchem-pug-skill

openai/plugins

Submit compact PubChem PUG REST requests for compound properties, descriptions, assay summaries, and substance metadata. Use when a user wants concise PubChem summaries

pubchem-smiles-search

InternScience/scp

Search PubChem database using SMILES strings to retrieve compound information and chemical properties.

Public Status Page

nexscope-ai/eCommerce-Skills

AI-powered public status page design skill for e-commerce businesses. Creates status page architecture, incident communication templates, subscriber notification systems, and uptime reporting frameworks.

public-data

modu-ai/cowork-plugins

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public-equity-investing

openai/plugins

Route Public Equity Investing workflows for listed-company and public-security research, earnings analysis, valuation, model updates, long/short pitches, catalysts, thesis tracking, ETF/index and constituent diligence, position sizing, hedging, dashboards, and investment memos. Use when the user is evaluating a public company, ticker, sector, portfolio position, event, earnings setup, or investment thesis through an investor lens, including what is priced in, what is mispriced, what proves or kills the thesis, and what to watch next. Do not use for private-company diligence, credit-first analysis, personal financial advice, generic company summaries, or generic document drafting with no public-equity investment context.

public-ingress

vellum-ai/vellum-assistant

Set up and manage ngrok-based public ingress for local assistants; do not use this in managed mode when platform callback routing is available

public-plugin-packaging

agentlas-ai/Agentlas-OS

Use when packaging an Agentlas agent repo for public GitHub release, Codex plugin submission, Claude adapter distribution, or one-line terminal installation.

public-policy

Tibsfox/gsd-skill-creator

Economic analysis of government intervention -- taxation (incidence, efficiency, optimal design), regulation (cost-benefit, market failure correction), externalities (Pigouvian taxation, cap-and-trade, Coasian bargaining), and public goods provision (non-rivalry, non-excludability, free-rider problem). Covers welfare analysis of policy interventions, government failure, and the institutional context of policy-making. Use when evaluating policy proposals, analyzing tax effects, assessing regulatory design, or reasoning about the appropriate scope of government action.

public-relations

kostja94/marketing-skills

When the user wants to plan PR, write a press release, or manage media relations. Also use when the user mentions "public relations," "PR," "press release," "media relations," "news release," "journalist," "media coverage," "product announcement," or "earned media." For on-site "As Seen In" or logos page, use press-coverage-page-generator.

public-relations

coreyhaines31/marketingskills

When the user wants help with public relations, earned media, press coverage, journalist outreach, or media strategy (not pull requests). Also use when the user mentions 'PR,' 'press,' 'press release,' 'media outreach,' 'pitch a journalist,' 'get featured,' 'media list,' 'media kit,' 'press kit,' 'newsjacking,' 'news hijack,' 'HARO,' 'Qwoted,' 'Featured,' 'reporter request,' 'tech press,' 'TechCrunch,' 'thought leadership placement,' 'op-ed,' 'guest article,' 'press contacts,' 'podcast prep,' 'podcast guest,' 'prep me for this podcast,' 'how do I get press,' 'PR crisis,' 'crisis communications,' 'respond to backlash,' 'we got hacked,' 'data breach statement,' or 'holding statement.' Also covers crisis response when something goes wrong. For startup/SaaS/AI directory submissions, see directory-submissions. For product launches, see launch. For social-media engagement, see social. For cold-email outreach to prospects, see cold-email.

public-restroom-nearby

NomaDamas/k-skill

Use when the user asks for nearby public/open restrooms or 근처 화장실. Always ask the user's current location first, then use the official nationwide public-restroom standard dataset plus Kakao anchor resolution.

public-speaking

Tibsfox/gsd-skill-creator

Public speaking and oral presentation skills for effective communication. Covers speech structure (introduction, body, conclusion), delivery techniques (projection, pace, pause, gesture), audience analysis, impromptu and extemporaneous methods, managing anxiety, visual aids, and persuasive versus informative speaking. Use when preparing speeches, practicing delivery, analyzing presentations, or building confidence in oral communication.