Progressive-disclosure instructions an agent loads on demand. Cheap until invoked, which is why the per-session figure on each card is usually two digits.
Expert in AMPL solver callbacks via ampls (AMPL Solver Libraries): amplpygurobi, amplpycplex, amplpyxpress, amplpycopt. Use for GenericCallback, lazy constraints, user cuts, subtour elimination, Benders cuts added to the solver matrix, heuristic solution injection, custom stopping criteria, and solve monitoring. Knows…
Run a subagent-first structured improve-verify loop in OpenCode. Activate with /autoresearch or specialized modes like /autoresearch:plan, /autoresearch:debug, /autoresearch:fix, /autoresearch:learn, /autoresearch:predict, /autoresearch:scenario, /autoresearch:security, /autoresearch:ship. Supports recursive…
Use when running pynchy locally — running the app, tests, linting, formatting, prek hooks, or rebuilding the agent container. Also use when determining whether you're on the live Pynchy host or a local machine, and for debugging agent behavior-- session transcript branching, inspecting message history and agent traces…
Use this skill whenever a user asks about wallet safety, fraud risk, rug pull detection, wallet behavior analysis, DeFi personalization, on-chain reputation scoring, AML checks, token ranking by holder quality, airdrop screening, lending risk, token launch auditing, or AI agent trust scoring. Triggers on questions…
Compare a creator's top content against 1-3 named competitors to find where the competitors win and the creator is silent. Use when a SocialGPT user asks "what are my competitors doing that I'm not", "find my content gaps", "what should I steal from @rival", "where am I getting beaten", or wants a side-by-side read of…
Database of real user use cases for APIbase platform. Contains detailed examples of how specific APIs are onboarded, wrapped, and served to AI agents. Use this skill when you need to reference real integration examples, explain the APIbase onboarding process, or design new API wrappers based on proven patterns.
Verify a Memos-style MCP integration through GPTADMIN without duplicating the backend, leaking credentials, or confusing the native ShellMCP supervisor with legacy per-agent services.
Use when: user wants to select architecture patterns, compile a spec, iterate on constraints/NFRs, audit why patterns were selected/rejected, or finalise an architecture for implementation. Not when: no repeatable decisions needed, or constraints/NFRs are not yet known (gather those first).
Build polished, self-contained HTML artifacts. Always use for requests to create, design, improve, or validate a dashboard, report, presentation or slides, narrative document, microsite, portal, console, operational tool, webpage, quick side artifact, or any standalone HTML deliverable, even when the user does not…
Unified log search across Loki, Elasticsearch, and CloudWatch. Natural language queries translated to LogQL, ES DSL, or CloudWatch filter patterns. Read-only. Never modifies or deletes logs.
Query your local Zotero library. Supports keyword, fulltext, author, collection, tag, DOI, and recent-additions search. Trigger: /zotero, "my papers", "Zotero", "find paper", "references", "citations". After installation, verify DEFAULTDB path in scripts/zotero-search.py points to your zotero.sqlite.
Helps maintain documentation pages based on the Diataxis method. Analyzes existing docs, classifies pages into tutorials/how-to/explanation/reference categories, identifies gaps, and helps create or restructure documentation following Diataxis principles. Use when user mentions documentation structure, Diataxis, doc…
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Creates publication-quality scientific figures for academic papers using TikZ. Use when creating block diagrams, system architectures, flowcharts, or technical illustrations for papers and theses. Always render a temporary PNG/JPG preview and self-verify visual quality before finalizing figure files.
Autonomous iterative experimentation loop for any programming task. Guides the user through defining goals, measurable metrics, and scope constraints, then runs an autonomous loop of code changes, testing, measuring, and keeping/discarding results. Inspired by Karpathy's autoresearch. USE FOR: autonomous improvement…
Browser automation for Cursor via Shadow Web MCP and shadow-web exec: detail levels (minimal/terse/xml/full), page classifier, shadowgrep, navigate/click/fill by data-sid, SchemaSnap, diff snapshots, self-healing, Camoufox. Use when browsing the web, scraping, running shadow-web exec, compressing HTML, or when the…
Drive the Periscope MCP server (74 Playwright + headless-Chrome tools) to test, audit, and debug websites and web apps — static sites, SPAs, and apps behind a login. Use this skill whenever the user wants to test a website or web app, run an E2E or interactive flow, audit accessibility/SEO/GEO/ performance, measure…
Review and merge GitLab merge requests via the gitlab-api MCP server — by default the MRs assigned to you or where you are a reviewer, optionally scoped to a project, group, or the whole instance. Read an MR, gate it on a green pipeline (pipeline → jobs → job log), then approve, accept/merge, or set…
ZIRAN is an open-source security testing framework for AI agents. It discovers dangerous tool chain compositions via knowledge graph analysis, detects execution-level side effects (not just text output), and runs multi-phase trust exploitation campaigns that model real attacker behavior.
Use for evidence-first public web research and claim verification with touch-browser. Trigger when the task needs browser-backed discovery, page-grounded citations, claim extraction, or safe unresolved outcomes instead of guessed answers. Do not use for private account automation, uncontrolled browsing, or final truth…
A calculator for professional-income tax in Russia for self-employed people, known as НПД. It covers the 4% rate for income from individuals, the 6% rate for income from companies, a ₽10,000 deduction, and the ₽2.4 million yearly limit.
Create professional AWS-themed PowerPoint presentations with two theme options: dark (reInvent 2023/2025 with gradient backgrounds) and light (L100/field enablement with white backgrounds and soft gradient accents). Uses AWS brand colors, rich visual elements (SVG diagrams, architecture diagrams, icons), and…
At most 3 mods per repository are shown here, and a mod shipped inside a plugin is left to that plugin's page — the rest are on their repository pages: