Use when you have a comprehensive target list (containing compounds from both positive and negative ionization modes) but need to screen or detect peaks in a single LC-MS run…
Use when after ASE-ANI has filtered conformers to remove high-energy geometries, and you need to compute electronic properties required for CCS prediction.
Fast in-memory DataFrame library for datasets that fit in RAM. Use when pandas is too slow but data still fits in memory.
Fast in-memory DataFrame library for datasets that fit in RAM. Use when pandas is too slow but data still fits in memory.
Fast in-memory DataFrame with lazy evaluation, parallel execution, Arrow backend. Use for tabular data in RAM (1–100 GB) when pandas is too slow.
Search the PMC Open Access literature with polars-dovmed. Author structured JSON queries directly, then use the hosted API when an API key is available or fall back to local…
ALU execution pattern for ephemeral autonomous work. Detects hooked work, enters GUPP autonomous mode, executes the assigned bead, commits and pushes results, then self-t — from…
ALU execution pattern for ephemeral autonomous work. Detects hooked work, enters GUPP autonomous mode, executes the assigned bead, commits and pushes results, then self-t — from…
Für Polen TK Zasada Proporcjonalnosci: ordnet Norm, Beweislast und Gegenargument; Ergebnis: Prüfprodukt mit Risiko und nächstem Schritt.
Use when a task needs the judgment of a Police Identification and Records Officer — running and disposing an AFIS latent-print candidate list, deciding whether a criminal-history…
Use when a task needs the judgment of a police sergeant or first-line supervisor — reviewing a use-of-force report and deciding whether it clears or needs escalation, deciding…
Use when reviewing, designing, or modifying Java enterprise systems that use AI, LLMs, AI agents, RAG, tool calling, workflow automation, or model-based decision support — from…
Author MCP tool-call policy rules without hand-editing access.json
Read policies, application requirements, and forms, then turn them into a completeness checklist, risk list, and submission plan.
Express organisational rules as automated checks in the pipeline rather than as documents people are meant to follow.
Turn a plain-English governance brief into one validated runx operational policy, or tighten an existing one, with a fail-closed lint pass before it ships.
Generates structured public policy briefs analyzing legislation across economic, social, legal, and implementation dimensions.
Extrae datos estructurados de póliza de seguros argentina — condiciones, exclusiones, franquicias, obligaciones
Review pilot documentation and outputs for alignment with policy and governance standards. Use when assessing compliance against Duke policies, organizational guidelines, or…
Guide for adding new enterprise policies to Chromium. Complete guide for policy definitions, pref mapping, and writing tests.
Erstellung und Prüfung unternehmensinterner Compliance-Richtlinien für den Umgang mit fremden und eigenen Datenbanken: §§ 87a-87e UrhG (Herstellerrecht), § 4 UrhG (Datenbankwerk),…
Produces a structured map of the key individuals and institutions with decision-making power over a specific policy issue — identifying who holds formal authority, who influences…
Maps the roles, institutions, and access channels a journalist needs to identify who actually controls a given policy area — from elected officials to unelected technocrats to…
Richtlinien-Diff – vergleicht eine neue Aufsichtsnorm oder -verlautbarung gegen eine bestehende interne Richtlinie.
Diff a specific regulatory change against the indexed policy library. Use when a reg has changed and you need to know which policies it touches and what the gap is, when the user…
Belirli bir Türkiye regülasyon değişikliğini politika kütüphanesiyle karşılaştırır; hangi iç politika/prosedürün etkilendiğini ve boşluğun ne olduğunu çıkarır.
Systematically analyze UI policy documents (federal regulations, state laws, administrative instructions) to extract implementable business rules, identify ambiguities, and map…
Entwirft eine betriebliche Regelung (Richtlinie, Betriebsordnung, Policy) mit standortspezifischen Ergänzungen, wo das Recht oder Tarifverträge abweichende Regeln erforde — from…
Draft an employment policy with state supplements where law differs across the jurisdictional footprint.
Draft an employment policy with regional supplements where CCTs (Convenções Coletivas de Trabalho) or local rules differ across the company's territorial footprint.
Deterministic governance layer for OpenClaw tool execution. Enforces tool allowlists, deny patterns, path allowlists, risk tiers, dry-run mode, and escalation tracking via the…
Reference the workspace policy playbook, answer "What are the rules for tone, data, and collaboration?" by searching the curated policy doc or listing its sections.
Especificação completa da camada de política de agentes — spend controls, rate limiting, tool access matrix e compliance checklist
Manages policy documents through their full lifecycle. Reviews policies for gaps, suggests updates based on framework changes, and tracks approval workflows.
Generates structured policy manual summaries that distill complex legal policies and compliance guidelines into employee-facing reference documents organized by functional area.
Write a decision-ready policy memo that frames an issue and recommends an option. Use when asked to write a policy memo, options paper, decision memo for a…
Drift-Monitoring der Datenschutzerklärung und Datenschutzrichtlinien: wöchentlicher Abgleich zwischen gelebter Praxis / neuen Verarbeitungstätigkeiten und publizierten…
Keep the privacy policy current with practice. Two modes: weekly sweep of saved PIAs, DPA reviews, and triage results to find policy drift; or direct query for a proposed — from…
Keep the privacy policy current with practice. Two modes: weekly sweep of saved PIAs, DPA reviews, and triage results to find policy drift; or direct query for a proposed — from…
Keep the UK privacy notice current with practice. Two modes: sweep of saved DPIAs, DPA reviews, and triage results to find policy drift; or direct query for a proposed new…
Draft decision-ready policy notes, cabinet notes, executive briefs, and options papers with authority, evidence, consultation, fiscal and regulatory impacts, implementation, risk,…
Answer DeskClaw customer policy questions about shipping, returns, exchanges, refunds, warranty, product care, FAQs, and product/ingredient-compatibility and routine ordering…
Answer policy questions with strict citations. Refuses to answer without sources.
Finds every HR policy question, benefits inquiry, and employee request buried in email — questions that were asked, answered, unanswered, or repeatedly asked by multiple people.
Input policy document (links or downloads) to generate a flowchart, service blueprint, and plain list of all policy-based delivery requirements.
Berliner Start-up-HR: Policy-Rollout und Change-Kommunikation: Warum, ab wann, was ändert sich, Fragenkanal, Betriebsrat und Nachweis.
Entwirft eine interne KI-Nutzungsrichtlinie auf Basis veröffentlichter Musterrichtlinien und des Praxisprofils — Recherche- und Synthese-Tool, dessen Ausgabe ein Entwurf — from…
Summarizes policy documents, regulations, and legislative materials into structured briefings with compliance insights.
Open Items, activities, and Action Center reference for PolicyDB. Use when working on the open_items work tracker, activity logging, bucket transitions, multi-policy linking,…
Analyze policy impacts for congressional districts and representatives' constituents. Use when the user mentions a specific district (NY-17, CA-52), a representative's name, or…
PolicyEngine reform patterns - factory functions, contrib parameters, in_effect toggles, registration, and test keys for contributed policy reforms
Accesses insurance comparison quotes for term life, disability income, and umbrella liability policies on PolicyGenius.
Coordinate multi-vendor AI agents as a self-improving team — a learning router assigns work by track record and citizens can amend the protocol's own rules.
Final quality pass before shipping. Fixes alignment, spacing, consistency, and detail issues that separate good from great.
コミット前やPR作成前に、プロジェクト規約への準拠・パターン一貫性・実装/spec 整合性 (Ruby の delegate / def 撤去後に残る dead mock の検出と削除を含む) を確認・修正したい時に使用。
Contribute to OpenClaw ecosystem projects (OpenClaw, NemoClaw, NanoClaw) through a structured 9-step workflow: target verification, codebase exploration, parallel audit, finding…
Stage, format, lint, test, review, smoke test, and re-run itself until stable. Use when the user asks to \"polish code\", \"refine code\", \"iterate on code quality\", \"review…
Finalize documentation and project metadata for a ship-ready release. Use after implementation is complete, tests pass, and devcheck is clean.
Polish cut gemstones to final finish using progressive abrasive sequences. Covers pre-polish sanding, polishing compounds, lap selection, and quality assessment for both cabochons…
Use when the user asks to polish a GitHub repository's public OSS presentation, README, metadata, releases, topics, CI badges, social preview, OG or hero images, diagrams, or…