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Knuckles-Team

@knuckles-team source repo

341 published skills · page 2 of 4

  1. System Tools · knuckles-team bundle
    Hardware and OS-level operations including capturing screenshots, webcam photos, Bluetooth management, and remote-controlling tmux sessions.
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  2. Session Handoff · knuckles-team
    Create and restore comprehensive context handoff documents for agent session transfers. Use when context is getting full, a major task milestone is complete, work is pausing, or when resuming from a previous session. Triggers include "create handoff", "save state", "context is full", "I need to pause", "load handoff", "resume where we left off", or proactively after 5+ file edits or complex multi-step work. Do NOT use for project documentation — this is for agent-to-agent context preservation.
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  3. Diagnose · knuckles-team
    Disciplined diagnosis loop for hard bugs and performance regressions. Reproduce → minimise → hypothesise → instrument → fix → regression-test. Use when user says "diagnose this" / "debug this", reports a bug, says something is broken/throwing/failing, or describes a performance regression.
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  4. Agentpay Sdk · knuckles-team bundle
    Install and operate the AgentPay SDK. Trigger this when an agent needs to install `agentpay`, explain AgentPay SDK capabilities without probing the machine first, set up or reuse a wallet, check funding, generate funding instructions or a QR, guide the user through policy changes in the TUI or exact admin CLI when explicitly requested, route manual approvals to the local admin approval commands, execute transfers, approvals, or broadcasts using the current CLI behavior instead of stale examples, or use supported plugin-backed merchant payment flows when explicitly relevant.
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  5. Web Crawler · knuckles-team bundle
    Bounded, privacy-aware website and sitemap crawler with AgentConfig-managed egress, TLS, output confinement, and optional GraphOS document ingestion. Use when fetching one page, crawling a site or sitemap, or ingesting approved web content into GraphOS.
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  6. Dataset Profiler · knuckles-team bundle
    Produce a read-only structural and statistical profile of CSV, TSV, JSON, or JSON Lines data without emitting raw field values. Use when onboarding an unknown dataset, checking its shape, measuring nulls and cardinality, inferring column types, or creating evidence for downstream quality rules. Do not use to modify, clean, validate against business rules, or upload the dataset.
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  7. Mermaid Diagrams · knuckles-team
    Comprehensive guide for creating software diagrams using Mermaid syntax. Use when users need to create, visualize, or document software through diagrams including class diagrams, sequence diagrams, flowcharts, entity relationship diagrams (ERD), C4 architecture diagrams, state diagrams, git graphs, gantt charts, or pie charts. Triggers include requests to "diagram", "visualize", "model", "map out", "show the flow", or when explaining system architecture, database design, code structure, or user/application flows. Do NOT use for general image creation or UI mockups.
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  8. MCP Client · knuckles-team bundle
    Universal MCP client for connecting to any MCP server directly from a skill. This replaces the old multi-agent pattern where the parent agent held all MCP tools — instead, each skill spawns its own MCP connection with only the tools it needs.
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  9. Canvas Design · knuckles-team
    Creates visual designs using HTML Canvas or SVG APIs for banners, social media assets, posters, or UI components. Use when the user requests programmatic graphic design, visual composition, or custom image generation without using a photo editor. Do NOT use for photo realistic image generation or general web UI layouts unless it specifically requires canvas/SVG.
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  10. Trading Debate · knuckles-team
    Run the TradingAgents swarm debate to vet financial hypotheses via Knowledge Graph orchestration.
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  11. Internal Comms · knuckles-team
    Creates internal communications including all-hands presentations, team announcements, project status updates, async memos, meeting agendas, and executive briefings. Use when crafting messages from leadership, team updates, or structured internal documents. Do NOT use for external-facing marketing or customer communications.
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  12. Brainstorming · knuckles-team
    Structured ideation and design workflow for clarifying requirements before implementation. Use when starting any new feature, component, or significant behavior change to explore options, gather requirements, and get user approval on a design before writing code. Do NOT use for pure documentation tasks, minor bug fixes, or when the user explicitly wants immediate implementation.
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  13. User Research · knuckles-team
    Conducting user discovery, qualitative research, and persona development to understand customer needs and pain points. Use when preparing for discovery interviews, creating customer journey maps, mapping jobs-to-be-done (JTBD), or building proto-personas.
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  14. MCP Builder · knuckles-team bundle
    Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. Use when building MCP servers to integrate external APIs or services using the approved FastMCP Python standardized template.
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  15. Creative Media · knuckles-team
    Creates and manipulates creative media assets including animated GIFs, social media videos, image format conversions, and basic video editing workflows. Use when the user requests an animated GIF from images, video clipping, format conversion (PNG to WebP), or creative media processing. Do NOT use for generic data processing or non-creative file management.
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  16. Document Converter · knuckles-team bundle
    Bulk convert office documents (.doc, .docx, .pdf) to Markdown format with high- fidelity formatting preservation. Use when preparing documents for LLM processing, building knowledge bases, or converting legacy document archives. Do NOT use for creating new documents — use document-tools instead.
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  17. Marp Presentations · knuckles-team
    Create professional Marp presentation slides using Markdown. Use when the user requests slide creation, presentations, pitch decks, lecture materials, or Marp documents. Triggers include "create slides", "make a presentation", "Marp document", or requests to "make it look good" for slides. Do NOT use for web- based interactive presentations — use web-artifacts instead.
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  18. Qlib Backtester · knuckles-team
    Execute rigorous backtesting on alpha factors using Qlib.
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  19. Jupyter Notebook · knuckles-team bundle
    Use when the user asks to create, scaffold, or edit Jupyter notebooks (`.ipynb`) for experiments, explorations, or tutorials; prefer the bundled templates and run the helper script `new_notebook.py` to generate a clean starting notebook.
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  20. Universal Installer · knuckles-team bundle
    Install and wire the whole fleet contribution surface into an agent tool in one step: skills, skill-graphs, skill-workflows, ontologies, and system prompts — plus generating/patching supported JSON-client MCP configuration to wire graph-os (portable local stdio, or a remote instance) and auto-detected agents/* MCP server. Supports installing from pip-installed providers or directly from an agents/* project checkout. Use when the user wants to install skills or ontologies or prompts into Windsurf, Claude Code, OpenCode, Antigravity, Codex, Devin, Cursor, or a custom agent path, or wants an agent tool wired up end-to-end (skills + MCP servers) in one command. Do NOT use for creating or editing skill/ontology/prompt content — use skill-builder / skill-workflow-builder / skill-graph-builder for that.
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  21. Algorithmic Art · knuckles-team
    Creates generative algorithmic art using p5.js with seeded randomness and interactive HTML artifacts. Use when the user requests generative art, algorithmic art, computational aesthetics, flow fields, particle systems, or creative coding. Output is self-contained interactive HTML. Do NOT use for UI design, data visualization charts, or photo editing.
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  22. Task Planner · knuckles-team
    Generates executable tasks.md with dependency graph and [P] parallelism markers
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  23. Product Strategy · knuckles-team
    Developing product vision, market positioning, and financial modeling for product initiatives. Use when performing PESTEL/SWOT analysis, calculating TAM/SAM/SOM, defining market positioning, or creating SaaS financial diagnostics.
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  24. Agent Browser · knuckles-team bundle
    Browser automation CLI for AI agents using the agent-browser tool. Use when the user needs to interact with websites including navigating pages, filling forms, clicking buttons, taking screenshots, extracting data, testing web apps, or automating any browser task. Triggers include requests to "open a website", "fill out a form", "click a button", "take a screenshot", "scrape data from a page", "test this web app", "login to a site", "automate browser actions", or any task requiring programmatic web interaction.
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  25. Agent Builder · knuckles-team
    Guide for building scalable Pydantic AI agents. Use this skill when the user wants to create a new agent package or modify an existing agent's architecture, to ensure it follows the standardized agent patterns using `agent-utilities`.
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  26. Agent Spawner · knuckles-team bundle
    Run one isolated delegated agent from the AgentConfig model, MCP, TLS, and skills catalogs. Use when a bounded task needs a temporary specialist without mutating the parent agent; prefer GraphOS delegation for graph-governed work.
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  27. MCP Installer · knuckles-team bundle
    Install and merge a pre-configured MCP JSON file for Windsurf, Claude Code, Claude Desktop, OpenCode, Antigravity, Devin, agent-utilities, or an explicit JSON target. Use when an MCP client supports the mcpServers JSON convention; use the client's native command instead for Codex registration.
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  28. Brand Guidelines · knuckles-team
    Creates comprehensive brand identity systems including logo concepts, color palettes, typography scales, imagery direction, and voice/tone guidelines. Use when establishing a new brand, evolving an existing brand identity, or creating brand standards documentation. Do NOT use for general graphic design without a brand strategy context.
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  29. Security Threat Model · knuckles-team
    Repository-grounded threat modeling that enumerates trust boundaries, assets, attacker capabilities, abuse paths, and mitigations, and writes a concise Markdown threat model. Trigger only when the user explicitly asks to threat model a codebase or path, enumerate threats/abuse paths, or perform AppSec threat modeling. Do not trigger for general architecture summaries, code review, or non-security design work.
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  30. Market Microstructure Surveillance · knuckles-team bundle
    Defensive market-surveillance pipeline: pull a trailing order-flow/book window for a symbol, compute Kyle insider/stealth-trading scores (informed-flow share, detection hazard, legal-risk) via the engine surveillance_risk kernel, register and backtest the signal so it self-weights, evaluate the adverse-selection quoting posture, and persist a SurveillanceSignal report into the knowledge graph. Detection + maker protection only — never trade concealment.
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  31. Systems Issue Troubleshooter · knuckles-team bundle
    Inspect logs, find zombie/hung processes, disk space shortages, or corruptions, and remediate using Systems Manager
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  32. Full Infrastructure Discovery · knuckles-team bundle
    Full self-hosted or enterprise infrastructure discovery pipeline. Scans an AgentConfig-managed inventory via tunnel-manager, discovers containers via configured runtime providers, maps networking and DNS, and ingests a privacy-safe topology snapshot into the Knowledge Graph. Use for a governed fleet topology refresh; do not use for ad hoc host probing.
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  33. MCP Service Secret Onboarding · knuckles-team bundle
    Onboard or rotate a fleet MCP service's auth secret end-to-end: provision a Keycloak service-account client, store the secret in OpenBao, inject it into the service's Portainer stack (reconciling the drifted stored compose) and redeploy, then verify the served call works. Use when an MCP service 401s on missing/stale admin credentials, when rotating a client secret, or when wiring a new service-account into the fleet.
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  34. Qbittorrent Completed Cleaner · knuckles-team bundle
    Discovers completed downloads, prompts the user to select torrents to remove, and securely prunes the active dashboard list (optionally deleting files).
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  35. Qbittorrent Downloads Checker · knuckles-team bundle
    Connects to your qBittorrent server, lists active and completed torrents, and displays a comprehensive download progress dashboard.
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  36. Subagent Driven Development · knuckles-team bundle
    Use when executing implementation plans with independent tasks in the current session
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  37. Local Container Troubleshooter · knuckles-team bundle
    Automatically scans local containers, pulls crash logs, and designs remediation steps to resolve failures using container-manager-mcp.
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  38. Portainer Stack Troubleshooter · knuckles-team bundle
    Identifies stopped or unhealthy containers inside Portainer stacks, aggregates logs, and creates a step-by-step resolution plan using portainer-agent and tunnel-manager.
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  39. MCP Endpoint Oidc Tls Hardening · knuckles-team bundle
    Enforce OIDC bearer validation and verified TLS on a Kubernetes-hosted MCP endpoint using AgentConfig identity, deployment, certificate, trust, and verifier profile references. Use when an MCP listener must reject anonymous or wrong-audience calls and serve through a trusted HTTPS endpoint. Do not use to create or rotate an OIDC client, store raw credentials, or bypass certificate verification.
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  40. Service Deployment Orchestrator · knuckles-team bundle
    Deploy a containerized service through configured source-control, DNS, routing, OIDC, registry, orchestrator, observability, and health-monitor providers. Use when a new service must be provisioned end-to-end from AgentConfig profile references. Do not use for an ad hoc local container or raw endpoint setup.
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  41. Smart Home Automation Orchestrator · knuckles-team bundle
    Interacts with Home Assistant using home-assistant-agent to read device states, query calendar schedules, and trigger specific smart home services, scenes, scripts, or events.
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  42. Data Quality Auditor · knuckles-team bundle
    Validate CSV, TSV, JSON, or JSON Lines data against an explicit JSON rule set and emit a redacted, machine-readable pass/fail report. Use when checking required columns, nullability, uniqueness, types, ranges, allowed values, or row-count expectations before analysis or ingestion. Do not use to repair data or infer unstated business rules.
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  43. Spec Verifier · knuckles-team
    Polished verifier skill with drift report and CHECKLIST.md output for spec-kit parity
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  44. Quant Data Ingest · knuckles-team
    Ingest quantitative trading data via akshare into the Timeseries Memory backend.
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  45. Citation Auditor · knuckles-team
    Audit whether each citation is reachable, authoritative enough, correctly attributed, and actually supports the nearby claim, including qualifiers and freshness. Use when reviewing a sourced draft, research report, technical memo, or evidence table before relying on or publishing its claims. Do not use to invent replacement evidence or rewrite the document.
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  46. Research Scanner · knuckles-team bundle
    Agentic research paper discovery pipeline. Extracts focus topics from the Knowledge Graph, dynamically builds a relevance taxonomy, fetches daily papers via the scholarx MCP, and also sweeps open-web & social sources (Hacker News, Reddit, X, YouTube, news, web) via the PulseLink MCP, scores them locally, and ingests the most valuable items. Triggers on "scan for papers", "find new research", "check arxiv", "research scan", proactively discover research that could enhance a codebase.
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  47. Ssl Expiry Checker · knuckles-team
    Network SSL/TLS expiry checker atomic skill. Connects to targets, parses TLS certs, and returns expiration days and security grades.
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  48. Prompt Builder · knuckles-team bundle
    Author and validate canonical system-prompt JSON blueprints for agent-utilities agents and agent-packages. Use when creating or fixing a main_agent.json / a prompts/*.json system prompt, when an agent-package needs its system prompt, or when a prompt must conform to the StructuredPrompt canonical schema. Produces schema-valid blueprints with the body in instructions.core_directive plus schema_version/source/skills/tools, and validates them against the one shared validator (validate_canonical). Do NOT use for content-generation templates or for authoring skills (use skill-builder).
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  49. Spec Generator · knuckles-team
    Generates spec.md with user stories and acceptance criteria. Replaces product- management.
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  50. Freqtrade Executor · knuckles-team
    Execute paper-trading algorithms via freqtrader.
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  51. Unified Ticket Fetcher · knuckles-team
    Unified Ticket Fetcher atomic skill. Connects to Jira, Plane, and ServiceNow, aggregates assigned tickets, and outputs standardized tasks.
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  52. Developer Utilities · knuckles-team bundle
    A consolidated suite of developer utilities including formatting, conversion, generation, cryptographic, and networking tools.
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  53. Host Disk Reclaimer · knuckles-team bundle
    Discover what is consuming disk on a host and safely reclaim space. Use when a filesystem is full or nearly full ("no space left on device", df shows 90%+), when /home or / is ballooning, or when the user asks to free up space, clean caches, prune stale git worktrees, garbage-collect a Docker registry, or consolidate per-repo virtualenvs. Runs read-only discovery (df + du breakdown) first, then gated reclamation in safety order: regenerable caches, merged+clean git worktrees, Docker registry GC, docker system prune, and redundant venv consolidation — always preserving in-flight work, live service data, and application databases. Works on the local host or, for a remote host, via tunnel-manager (SSH) and container-manager-mcp (Docker over SSH). Do NOT use to delete application data, dump databases, or migrate/rotate live services to other hosts (that is a deployment-planner + tunnel-manager job).
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  54. Agent Workflows · knuckles-team bundle
    Consolidated skill for managing, dispatching, and orchestrating other agents via the agent-manager CLI, as well as workflows for A2A communication, orchestration, and parallel subagent dispatch.
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  55. C4 Architecture · knuckles-team bundle
    Model AND decide software architecture. (1) Generate C4 documentation with Mermaid (Context/Container/Component/Deployment) — triggers "architecture diagram", "C4 diagram", "system context", "container/component/deployment diagram", "document architecture". (2) Reason about architecture DECISIONS grounded in canonical references (Hohpe, Richards/Ford, Hard Parts, Tar Pit, Kleppmann DDIA, DDD, Team Topologies) — triggers "should we split/merge/extract this service", "monolith vs microservices", "service/bounded-context boundaries", "saga / distributed transaction / consistency model", "draft an ADR", "fitness functions". Do NOT use for general flowcharts or ERD (use mermaid-diagrams), code-level refactoring, or framework picks (React vs Vue).
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  56. Sdd Implementer · knuckles-team
    Executes tasks and tracks progress natively with Tasks Pydantic models.
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  57. Tdd Methodology · knuckles-team
    Strict Test-Driven Development (TDD) methodology guide using the Red-Green- Refactor cycle. Use when implementing features or fixing bugs with TDD, or when the user mentions TDD, test-first development, or comprehensive test coverage requirements. Do NOT use for pure design discussions, documentation tasks, or research-only work.
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  58. Content Draft Writer · knuckles-team
    Write a complete first draft from an approved outline, source packet, audience, and voice constraints while preserving claim-to-source traceability. Use when the structure and evidence are settled and a user needs prose ready for editorial review. Do not use for source research, substantive fact verification, final copy editing, or publication.
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  59. Data Dictionary Builder · knuckles-team
    Convert a dataset profile, declared schema, and domain-owner notes into a concise data dictionary with field meanings, types, units, null semantics, sensitivity, provenance, and caveats. Use when a dataset needs human-readable documentation for analysts, engineers, governance, or handoff. Do not use to infer business meaning from column names alone or to alter the dataset.
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  60. Code Walkthrough · knuckles-team
    Generates code walkthroughs
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  61. Ssh Bootstrap · knuckles-team
    Establish governed passwordless SSH trust for hosts selected by an AgentConfig inventory and remote-access profile. Use when onboarding servers, repairing missing SSH trust, or preparing managed hosts for infrastructure discovery. Do not use for ongoing remote command execution, application credentials, or hosts outside the configured inventory.
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  62. Host Resource Sampler · knuckles-team
    System resource sampling atomic skill. Gathers CPU, memory, disk, and load average utilization metrics across multiple remote hosts via SSH.
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  63. Publication Preflight · knuckles-team
    Perform a read-only final readiness check on a publication artifact and return a pass, warning, or block decision with evidence. Use when edited content is about to be published, scheduled, sent, uploaded, or handed off and needs checks for completeness, links, citations, metadata, accessibility, rights, and approvals. Do not use to publish or silently repair the artifact.
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  64. Workspace Manager · knuckles-team
    Bootstraps the exact .specify/ folder layout for 1:1 spec-kit compatibility
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  65. Database Tools · knuckles-team bundle
    Use this skill whenever the user wants to connect to, query, or manage databases, including PostgreSQL, MySQL, and MS SQL Server (MSSQL). Requires setting up a connections.json file with credentials. Can execute SQL queries, inspect schemas, dump data, and repair broken tables depending on dialect.
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  66. Security Tools · knuckles-team bundle
    Security analysis tools including checking Sentry error logs, conducting threat models, analyzing source code git repositories for security ownership and bus factors, and applying security best practices.
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  67. Contract Review · knuckles-team bundle
    Review a contract for risk and compliance: parse the document, extract and assess clauses, research legal context, check compliance, and produce a risk report. Use when reviewing contracts or assessing contractual risk.
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  68. Paper Scan · knuckles-team bundle
    Parallel execution workflow for paper scan using the Unified Parallel Engine
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  69. Comparative Analysis · knuckles-team bundle
    Comprehensive multi-modal comparative analysis engine for codebases, research papers, and cross-domain innovation extraction. Evaluates governance, architecture, quality, security, testing, docs, and performance. Supports concept-ID-seeded cross-referencing against project concept registries for targeted enhancement discovery. Includes architecture-aware gap analysis with C4 diagram discovery/auto-generation, hot path identification, design pattern differential, and wiring opportunity synthesis.
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  70. Host Process Inspector · knuckles-team
    Read-only host process inspector for a hot, slow, or swap-thrashing machine. Over SSH via tunnel-manager (or systems-manager) it ranks the worst CPU/RAM offenders, finds zombie/defunct processes and names their non-reaping parent, flags orphaned-to-PID1 runaways (a search or job whose launching session exited and got reparented to init), detects swap exhaustion and which processes hold the most swap, lists uninterruptible D-state processes, and — best effort — maps a culprit PID back to its owning tmux session. Produces a ranked hog report with kill/reap candidates and a load-vs-cores verdict. Use when a host's load is high, a box feels sluggish, or leaked/zombie processes are suspected. Read-only — it NEVER kills, reaps, or tunes anything; pair it with the systems-issue-troubleshooter workflow or host-doctor for gated remediation. Not for disk cleanup (use host-disk-reclaimer) or plain resource sampling (use host-resource-sampler).
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  71. Browser Tools · knuckles-team bundle
    Use when interacting with web pages, automating browser actions, performing E2E web application testing, navigating visually, scraping dynamic content, or starting a local dev server to test against. Triggers include requests to open a website, fill a form, click a button, take a screenshot, scrape dynamic content, test a web app, login to a site, or automate any browser-based task. Do NOT use for fetching static API JSON or simple HTTP requests — use web-search or web- crawler for those.
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  72. Theme Factory · knuckles-team
    Creates design themes and token systems for applications, websites, and UI components. Use when the user requests a new visual theme, dark/light mode variants, color scheme expansion, or design token definitions. Do NOT use for general branding or individual component styling.
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  73. Web Artifacts · knuckles-team bundle
    Consolidated skill for frontend design, UI building, and artifact generation. Use when building React/Tailwind/shadcn web applications, creating Figma-based implementations, or adhering to brand guidelines.
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  74. API Client Builder · knuckles-team bundle
    Guide for creating API clients using the established patterns in the agent- packages repository (like servicenow-api and gitlab-api). Use this when tasked with building a new API integration or creating client classes for REST or GraphQL APIs from OpenAPI specs or documentation.
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  75. Spec Intake Wizard · knuckles-team
    Interactive Spec Intake Wizard atomic skill. Prompts the user with structured fields, clarifies ambiguity, validates inputs, and outputs parsed JSON parameters.
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  76. Rustdesk Client · knuckles-team
    Installs and configures the self-hosted RustDesk client on Debian/Ubuntu hosts. Downloads the correct architecture-specific .deb package (supporting x86_64 and aarch64), resolves all required system dependencies, dynamically configures multi-profile settings pointing to the self-hosted rendezvous server, locks down configuration permissions, starts and registers the rustdesk service, and returns the machine's unique RustDesk ID. Triggers on "install rustdesk client", "setup remote desktop", "configure rustdesk", "deploy rustdesk client", "install remote access". Do NOT use for Windows or non-Debian environments.
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  77. Legal Compliance · knuckles-team bundle
    Review legal and regulatory compliance: research applicable regulations, analyze contracts and policies, and check compliance. Use for legal compliance and regulatory review tasks.
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  78. Postiz Scheduler · knuckles-team bundle
    Automatically lists active social integrations, discovers slot availabilities, prompts the user for text/media content, and schedules posts via the Postiz MCP server.
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  79. Docker Compose Operator · knuckles-team
    Universal Docker Compose and Swarm operation and deployment atomic skill. Compiles environment templates, triggers service deploys, and monitors operational health.
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  80. Website Cloner · knuckles-team bundle
    High-fidelity website reverse-engineering and cloning into a Next.js/Tailwind v4/shadcn codebase. Extracts assets, CSS, and behavior section-by-section and dispatches parallel builder agents. Use when the user wants to clone, replicate, rebuild, or copy any website. Triggers on "make a copy of this site", "rebuild this page", "pixel-perfect clone". Provide one or more target URLs as arguments.
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  81. Agents Md Generator · knuckles-team bundle
    Generate or update a robust AGENTS.md file (the "README for AI coding agents") for a project. This skill ensures your repository is optimized for AI tools (like Copilot, Cursor, and Windsurf) by providing structured context, commands, architecture diagrams, and coding standards. It automatically detects project metadata from pyproject.toml and generates a project tree view.
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  82. Skill Graph Builder · knuckles-team bundle
    Transform any documentation source — a website, a PDF/Office file, a local directory, a single URL, a REST/DB/MCP connector, freshly generated text, or a Knowledge-Graph subgraph — into a polished, standardized agent skill-graph (SKILL.md + reference/ manual + machine-readable index.json + optional LLM-distilled OVERVIEW.md) with a sources.json provenance/freshness manifest, hybrid Knowledge-Graph + ontology enrichment, and keep-updated refresh/restyle/rebuild loops. The recipe to capture an entire reference manual as a reusable skill and create more.
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  83. Content Outline Builder · knuckles-team
    Turn an approved content brief and source packet into a structured, evidence-aware outline with a thesis, section purposes, claim placement, and source mapping. Use when a user has a topic, audience, objective, and research but needs the argument organized before drafting. Do not use to research sources, write the full draft, or publish content.
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  84. Interactive Explain · knuckles-team
    Interactive codebase explanations
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  85. Workspace Validator · knuckles-team
    Agent workflow for validating the workspace using repository-manager MCP tools, fixing issues concurrently across all projects until 0 errors remain, and optionally bumping versions and pushing. Also audits worktree and git state — classifying which worktrees are merged (safe to prune), in-flight (do not disturb), or dangling, and which projects have unmerged/unpushed changes. Use when the user asks to validate projects, run repository-manager validation, fix all project errors, ensure all projects are valid, or check which worktrees/projects are dangling, in flight, or safe to prune.
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  86. Google Workspace · knuckles-team bundle
    Interact with Gmail, Google Calendar, Google Chat, Google Docs, Google Drive, Google Sheets, and Google Slides. Use for searching or managing Workspace content, messages, files, events, documents, spreadsheets, or presentations.
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  87. Ebook Compiler · knuckles-team bundle
    Outline, draft, and edit a multi-chapter manuscript, then merge the chapters into one compiled document and run a final readiness check. Use when a user has an approved chapter list, audience, and voice constraints and wants a review-ready compiled ebook; this workflow never publishes or uploads it.
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  88. Website Builder · knuckles-team bundle
    Act as a World-Class Senior Creative Technologist and Lead Frontend Engineer to build high-fidelity, cinematic '1:1 Pixel Perfect' landing pages. Use when building a site or landing page where premium design aesthetics are required.
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  89. Cloudflare Deploy · knuckles-team bundle
    Deploy applications and infrastructure to Cloudflare using Workers, Pages, and related platform services. Use when the user asks to deploy, host, publish, or set up a project on Cloudflare.
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  90. Payroll Processing · knuckles-team bundle
    Process a payroll cycle: compute pay and taxes, check compliance, and disburse payments. Use when running payroll or computing employee compensation and deductions.
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  91. Performance Review · knuckles-team bundle
    Run an employee performance review: gather OKRs and metrics, analyze performance against targets, and generate a review report. Use for periodic or annual performance evaluations and OKR tracking.
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  92. Agent Package Builder · knuckles-team bundle
    Scaffold a new Agent Utilities provider package with a governed API client, intent-routed MCP server, optional agent runtime, mandatory full epistemic-graph, reference-only AgentConfig, portable TLS profiles, documentation, and release gates. Use for brand-new provider packages; use focused builder skills for existing repos.
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  93. Skill Catalog Auditor · knuckles-team bundle
    Audit a skill catalog for routing quality, atomicity, workflow DAG integrity, placeholder content, team-config drift, broken resource links, and taxonomy consistency. Use when reviewing all SKILL.md files in a repository, deciding which skills to refine or retire, checking a catalog migration, or producing a complete per-skill quality report for canonical catalog entries. Use it when nested template assets must remain outside catalog counts. Do not use to author a single new skill; use skill-builder or skill-workflow-builder instead.
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  94. Automated Test Runner · knuckles-team
    Universal automated testing atomic skill. Discovers environment, executes test suite with timeouts, and compiles execution outcomes.
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  95. Dependency Modernizer · knuckles-team bundle
    Bump every PyPI-resolvable dependency in one or many repos' pyproject.toml files to its newest version on PyPI, preserving comments and formatting via a tomlkit round-trip edit, while safely leaving workspace/intra-repo members, CVE-pinned security floors, and complex (direct-URL/VCS or marker-qualified) specs untouched. Use when the user asks to modernize, refresh, or bump dependencies to the latest version across one repository or a whole fleet of repositories.
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  96. Alpha Discovery · knuckles-team bundle
    Automated alpha mining: Scan market data → Generate factors → Score → Fuse signals.
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  97. Pnl Attribution · knuckles-team bundle
    Ingest market data, backtest a supplied multi-factor strategy with Qlib, and render the per-factor performance breakdown in `backtest_report` as a formatted attribution document. Use when a researcher wants an evidence-linked P&L attribution report; this workflow does not place trades.
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  98. Risk Monitoring · knuckles-team bundle
    Continuous risk surveillance on cron schedule. Checks drawdown, daily loss, regime shifts, and circuit breakers.
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  99. Strategy Export · knuckles-team bundle
    Parallel execution workflow for strategy export using the Unified Parallel Engine
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  100. Deployment Planner · knuckles-team bundle
    Intelligent service placement and deployment strategy engine for Docker Swarm, Kubernetes, or standalone container clusters. Performs hardware discovery, service tier classification, compute-weighted placement scoring, and generates deterministic deployment blueprints. Produces migration plans with data-aware volume handling. Use when deploying services to a new cluster, rebalancing existing workloads, capacity planning, or creating golden deployment recipes. Triggers on "deployment plan", "rebalance services", "placement strategy", "capacity plan", "golden deployment", "where should I put this service", "optimize my cluster". Do NOT use for individual container debugging — use container-health-check for that.
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