Contact discovery specialist - handles contact classification, email verification, GDPR compliance, and opportunity enrichment.
Summarizes discovery documents (interrogatories, RFPs, RFAs, depositions, privilege logs) into structured attorney-ready memoranda.
Generates structured, citeable summaries of discovery documents (interrogatories, RFPs, RFAs, depositions, productions).
Use when planning and tracking work - creates visible, emergent work breakdown using TypeScript API with just-in-time planning and hierarchical task trees
Discovery phase 3 — Use Cases. One file per UC under docs/use-cases/. Each UC traces to ≥1 functional requirement. Greenfield, review, or ingest mode.
Discovery phase 1 — Vision & Domain. Establishes the problem, audience, and domain vocabulary. Output: docs/glossary.md with entity definitions plus a short vision summary at the…
orm-discovery-mcp-goプロジェクトのフルフィードバックループ実行。 task ci → task install → MCP全ツール検証 → 自己PRレビュー → 結果報告。 手動トリガー (「ドッグフーディング」「dogfood」「verify」「検証」) または draft-pr 後のプロアクティブ呼び出しに対応。 総合品質評価は…
Sichert Unterlagen nach Eingang eines Hinweises im Hinweisgeberschutz Compliance.
Patterns for computer-aided drug discovery including virtual screening, molecular docking, ADMET prediction, lead optimization, and integration with AI/ML methods.
Audit a drug discovery pipeline for operational efficiency and scientific rigor. Evaluates compound library management, HTS screening workflows, hit-to-lead optimization, ADMET…
End-to-end drug discovery platform combining ChEMBL compounds, DrugBank, targets, and FDA labels. Natural language powered by Valyu.
Discovery-X PRD 작성 — pm-skills create-prd 기반 8섹션 PRD 생성. 아이디어나 문제 설명을 입력받아 대화형 인터뷰 → 구조화된 PRD 문서 생성. AX BD팀 내부 신사업 발굴 컨텍스트에 최적화. 사용: /dx-write-prd <기능 또는 문제 설명>
Prüft E-Discovery und Forensik im deutschen Rahmen im Hinweisgeberschutz Compliance.
Drafts court-ready ESI Protocol Agreements governing electronically stored information exchange in U.S. federal litigation.
Produces an internal U.S. litigation e-discovery status summary covering ESI collection, processing, search-term hits, review throughput, relevance and privilege rates, and…
Generates a structured internal e-discovery status report tracking ESI from collection through attorney review.
Verbessert englische Schriftsätze für deutsche Gerichte: klar, zpo-tauglich, ohne US-Discovery-Duktus, mit sauberem Tatsachenvortrag und Beweisangebot.
Use when documentation needs to be updated, clarified, or reorganized to better serve users' jobs-to-be-done with low cognitive load and high signal.
Turn customer-discovery notes into a defensible, falsifiable problem statement (Stage 03). Forces specificity on the desperate customer, the single pain, the trigger, frequency,…
USE FOR: epistemic discovery — picking a discovery mode (Census / Dependency / Literature / Cross-domain / Community), running an Unknown-Unknown (UU) hunting protocol at the…
Erklärt Mandanten den Unterschied zwischen deutscher Beweisaufnahme und Common-Law-Erwartungen; erstellt Evidence Map ohne Discovery-Fantasien.
SME-facing orchestrator for the Business Exploration Loop. Supports 4 session types (greenfield, brownfield, discovery-only, spike) with adaptive phase selection.
Shape a skill before skill-creator builds it. Discovery-first: observe how the model already behaves, then write only the delta.
Use when the user asks for D&B Finance Analytics workflows such as customer onboarding, credit decisioning, credit limit validation, portfolio risk management, company reports,…
Use when when you have executed database search pipelines (Dereplicator, VarQuest, or Dereplicator+) on centroided LC-MS/MS spectra in MGF format and obtained match results with…
Test whether a problem statement (treated as a claim) is falsifiable in Popperian terms: what observation would prove it wrong? Thin coordinator over…
Validation group skill. Time-boxed engineering investigation targeting the top feasibility assumptions from risk-assumption-map. Produces tech-spike-report.md and disposable code.
Scoping group skill. Translates the chosen solution direction and top risks into a tight, build-able scope with explicit in/out boundaries per area.
Orchestrate Discovery Track flow to prepare validated requirements and designs one iteration ahead of delivery
Activate when: a founder says they're hitting a ceiling despite working harder; a founding team keeps fighting about who makes decisions; someone asks 'why do some founders…
Score GitHub repos for project relevance using weighted dependency/topic matching. Use when building recommendation engines, filtering discovery results, or ranking repositories.
Harvest discovery-driven lessons from autonomous loops. Scans a session (or --days N of history) for 'CI/check failed → fix → passed' arcs and recurring tool-errors, then proposes…
Drop a `.gaai/` folder into a project so agents separate scope discovery from isolated delivery, with acceptance criteria, memory, QA gates, and daemonized execution.
Use when drafting or revising prose for an ICDM (IEEE International Conference on Data Mining) paper - the data-regime-first register, the named-mechanism discipline,…
Workflow 1 adaptation for robotics and embodied AI. Orchestrates robotics-aware literature survey, idea generation, novelty check, and critical review to go from a broad robotics…
Use when targeting International Conference on Discovery Science (Discovery Science) or deciding whether a computer-science manuscript fits this venue.
MUST use when user wants to plan, design, or strategize a product or feature — including "plan a feature", "add a new feature", "product planning", "I want to plan".
Extracts Jobs-to-be-Done (JTBD) statements (functional, emotional, social) from raw research - interviews, surveys, support tickets, sales calls - and produces a job map with…
The Jobs-to-be-Done framework as applied product methodology. Job statements, struggling moments, hire and fire criteria, the difference between feature-thinking and job-thinking.
Run a full Jobs-To-Be-Done discovery workshop with switch interviews, forces-of-progress mapping, and outcome statement generation across 2hr, 4hr, and 8hr formats.
MUST use when user wants to plan, design, or strategize a product or feature — including "plan a feature", "add a new feature", "product planning", "I want to plan".
Legal Hold und digitale Datenextraktion bei Exportkontroll- und Sanktionsermittlungen: Sicherung von ATLAS-Daten, ERP-Exportdaten, E-Mail-Archiven und Zollanmeldungen,…
Discover and analyze lien positions from AcclaimWeb and RealTDM to detect HOA foreclosures and senior mortgage survival
Anwalt oder Mandant ist in UK/US-Gerichtsverfahren und will pleadings discovery disclosure depositions privilege evidence settlement verstehen.
Ensure SkillTool only exposes MCP skills when they are registered as prompt-based commands and dedupe them against local commands.
Migrate a superseded DEC's index rows from active `index.md` to `archive/superseded-decisions.archive.md`. Idempotent. Discovery-only — never invoked by daemon delivery.
Place a discovery- or early-clinical-stage drug candidate on the historical arc of its mechanism class.
Direct historical MOA-arc placement, modality-lifecycle assessment, human-genetics target validation, and discovery-stage conviction scoring to the appropriate specialist skill.
Morph discovery + fallback pattern — discover edit_file and warpgrep at runtime via ToolSearch, prefer them for large edits and intent-based search, silently fall back to…
Build product positioning by mapping competitive alternatives, unique attributes, and best-fit customers to the right market category.
Query any Odoo 18 instance via REST/JSON APIs with bearer token auth. Implements a discovery-first approach that prevents invalid queries by introspecting models, fields, and…
Plugin router for 20 third-party DeFi protocols (Polymarket, Aave, Hyperliquid, PancakeSwap, Morpho, Raydium, Curve, Compound, Pendle, Lido, ether.fi, GMX, Kamino, Orca — from…
Keep multiple parallel livespec tracks moving via a TWO-PANE model: a deterministic top-pane daemon (`overseerd`) that watches every tracked tmux session's context %, injects an…
Perform comprehensive ICS/OT asset discovery using Claroty xDome platform, leveraging passive monitoring, Claroty
Reference Polya's How to Solve It heuristic catalog and four-step problem-solving method (understand / plan / execute / look back).
Build a compressed, visualizable "portrait" of a consulting/coaching client before a session, so the paid hour is spent solving, not scoping.
Pre-flight privilege and work-product check for legal AI prompts. Use when the user is about to send legal content to a third-party AI surface (ChatGPT, Claude.ai, Copilot,…
Use when locating a bug in an unfamiliar codebase, tracing a failure from symptom to source, or choosing between candidate fixes after the symptom is observed but before a patch…
Write a user-centered problem statement with who is blocked, what they are trying to do, why it matters, and how it feels. Use when framing discovery, prioritization, or a PRD.
Coaches a product trio through continuous product discovery: weekly customer touchpoints, assumption mapping, story mapping, and the discovery / delivery dual-track cadence.