Use when a user asks about legal research methodology, how to structure a research workflow, source-triangulation techniques, hypothesis-driven legal analysis, or how to find and…
Fetch Twitter/X threads, Hacker News discussions, or Reddit posts into raw/social/. Invoked by wiki-research for social/community content.
Fetch web URLs into raw/ using Firecrawl CLI/REST or stdlib fallback. Invoked by wiki-research for general web pages.
You are an expert software engineer and systems analyst. Use when user asks \"how does X work\" with expectation of depth, user wants to understand a complex system spann — from…
You are an expert software engineer and systems analyst. Use when user asks \"how does X work\" with expectation of depth, user wants to understand a complex system spann — from…
Hybrid retrieval primitive for the Compound Vault. Replaces the v1.6 static hot→index→drill read order with contextual-prefix + BM25 + cosine-rerank, modeled on Anthropic's Sept…
Render a self-contained HTML viewer for a pro-workflow wiki. Pages, sources, claims, seed queue, page-link graph and full-text search all in one file.
Run a pricing experiment to test willingness to pay for a Sui product. Use when the user wants to validate pricing or willingness to pay.
Produce a structured closing summary for informal or exploratory conversations — discussions, brainstorms, research dives, or any chat that isn't primarily a work task.
Wires a repository and keeps that wiring honest — decides WHICH layers it admits, lays them in the order whose violations are SILENT, and audits the joint for the repo's whole…
Use when 王建硕 wants to systematically grow his X (Twitter) followers by running numbered, A/B-testable growth experiments and tracking which ones actually work.
Use when the user asks for WolfMarkDown, /wolfmarkdown, /wolfmarkdown setup, /wolfmarkdown doctor, Markdown cleanup, Markdown formatting, Markdown repair, format this Markdown,…
Using the Wonda CLI to generate images, videos, music, and audio from the terminal — plus LinkedIn, Reddit, and X/Twitter research and automation
Run a structured 5-day process to prototype, test, and validate product ideas with real users. Use when the user mentions "design sprint", "validate in a week", "rapid pr — from…
Build a weekly cadence of customer touchpoints using Opportunity Solution Trees, assumption mapping, and interview snapshots.
Implement the Entrepreneurial Operating System (EOS) to align vision and execution across a company. Use when the user mentions "EOS", "V/TO", "quarterly rocks", "Level 1 — from…
configure, audit, validate, troubleshoot and document yoast seo setups only for wordpress websites running woocommerce core and relevant woocommerce extension plugins, including…
Use when when you have pre-processed MS/MS spectra and a pre-trained Word2Vec model, and need to compute fast, scalable similarity scores for library matching or molecular…
Use when when comparing large numbers of MS/MS spectra against spectral libraries or in molecular networking, particularly when molecules differ by multiple structural…
Use when when applying a pre-trained Word2Vec model to mass spectra at inference time (e.g., library matching or molecular networking), especially when the query spectra may…
Decompose goals into MEOWs (Molecular Expressions of Work) - trackable atomic units following Gas Town's bead-based work model.
Research Vault pressure gate for remote Hermes, VM, HarnessMax, and autonomous evolution sweeps.
Evidence-first research, architecture discovery, vendor documentation review, benchmark reading, and unknown-system analysis.
Deep iterative research using progressive flow psychology (diverge-analyze-converge-execute) with parallel agents, skeptical analysis, and multi-perspective synthesis.
Use when investigating a bug to root-cause and FILE a GitHub issue rather than fixing immediately — counterpart to /swe-workbench:debug (which patches).
Turn a repeatable multi-step task into a runnable, reusable saved workflow through guided conversation, in either of two shapes — chaining existing skills/recordings (wiring each…
Use when when you have a multi-step computational chemistry or molecular modeling pipeline (3+ sequential or parallel stages) that must process many molecules, each requiring…
Profile-first performance investigation runbook — reproduce and baseline a metric, pick a profiler from the ecosystem tooling matrix (Go/Python/JVM/Node/Rust/Ruby/.NET/native),…
Manus-style persistent file-based planning for AI coding agents: keeps task_plan.md, findings.md, and progress.md on disk so work survives context loss and /clear.
Research and plan a knowledge work task thoroughly before execution. Optimized for pharma/biotech clinical development and consulting.
[Workflow] Use when activating the Visual Diagram workflow for create visual excalidraw diagrams from codebase investigation or web research.
Execute a knowledge work plan efficiently using specialized agents. Use after the research phase to systematically work through a plan.
A methodology for building incremental, auditable extraction pipelines over entity graphs — without CDC, without a scheduler, without a streaming platform.
Drive decomposable work as a deterministic multi-subagent workflow: phased fan-out under per-task contracts with adversarial verification.
Handles difficult colleagues and resolves conflicts using frameworks from Anneka Gupta and workplace dynamics research.
Use whenever the agent creates, writes, moves, or renames a file in a team/delegate (shared) workspace, OR when the user asks to organize, clean up, restructure, audit, or find…
Append a sync-worthy entry to today's work-sync note. The note lives under $WORKSYNC_VAULT_DIR/YYYY-MM-DD.md (default ~/worksync) so it can be picked up by Obsidian, Logseq, or…
Do risky or experimental work in an isolated git worktree, then merge or discard. Use when the user wants changes tried in isolation ("试在 worktree 里改", "隔离环境跑一下", "worktree 隔离",…
The rules of the ClanWorld game engine an Elder needs to play well — ticks/seasons/winter cadence, regions & travel, mission mechanics, gather/consume rates, building & win…
Use when preparing the data/code or qualitative-transparency materials for a World Development (WD) manuscript under Elsevier's research-data policy and double-anonymized review.
Create and advance real owner-scoped WorldOS Simulation saves through the WorldOS MCP, inspect bounded player-visible results, and run controlled regression scenarios.
Use when defending the research design of a World Politics manuscript — comparative-historical and case selection, quantitative cross-national identification, qualitative process…
Используется для генерации академических текстов (эссе, курсовых, рефератов) с нуля так, чтобы они звучали как написанные живым студентом или исследователем, избегая типичных…
IRB/ethics committee research protocol generator. Produces 4 core sections (Background, Study Design, Sample Size, Statistical Plan) with full prose, plus 6 skeleton sections with…
Turns findings you already have into a report a marketer can read in 30 seconds. It has a short summary with key findings and how sure each one is, the first move, decisions…
Use when writing the final human-readable open-xquant experiment report from generated evidence, audit results, metrics, robustness output, and registered chart assets.
Prose quality checker for Quarto (.qmd) files, grounded in William Zinsser''s *On Writing Well* (30th Anniversary Edition).
Creates structured equity research notes with thesis, valuation, risks, and rating justification. Use when initiating coverage, updating research opinions, or writing investment…
Use when filling out EU funding application sections (SMART, FENG, NCBR, PARP) for R&D projects, describing R&D activities, classifying work as industrial research or experimental…
Structures NIH/foundation grant applications with specific aims, significance, and innovation sections.
Write correct, performant Julia for research. Use whenever the user runs Julia, writes hot numeric code, or does numerical experiments, AD/gradients, optimization, symbolic…
Internal skill for academic legal writing. Loaded by /writing when style=legal. Based on Volokh's "Academic Legal Writing".
Produces prose that reads as authentically human by avoiding statistical patterns common to LLM output.
Use AFTER brainstorming-research has produced an approved design doc. Converts the design into a pre-registered research plan with falsifiable hypothesis, concrete task list, and…
Four-phase iterative protocol for academic writing and document production. Covers outline → draft → self-review → polish with Stop Points, material supplementation loops, version…
Trains Claude to write SQL at Staff+ DBA level by targeting the non-obvious patterns Claude's defaults miss.
Select the writing style of a document from its reader: agent-facing, procedure, spec, guide, reference, research, journal, public help or UI copy.
Use when packaging code, data, and models as evidence for a WSDM paper - anonymous repositories cited in the PDF, the proprietary-log dilemma of web-scale research,…
Use when designing or auditing the evaluation of a WSDM paper - offline ranking and recommendation metrics with bias controls, temporal-split protocols for interaction logs,…
Use when positioning a paper against prior literature for WSDM - locating the work inside WSDM's own research lineages (click models, unbiased LTR, sequential recommendation,…