Knuckles-Team

@knuckles-team source repo

341 skills
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15 hours ago last updated

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Rotate Credentials · knuckles-team bundle
Rotate operating-system account or BMC credentials across an AgentConfig-managed host selection through governed remote and secret-provider profiles. Use for an approved fleet credential rotation, recovery-credential change, or BMC credential campaign. Do not use for SSH keys, application tokens, OIDC clients, or raw one-host password commands.

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Employee Onboarding · knuckles-team bundle
Onboard a new employee: generate onboarding documents, set up payroll and benefits, and provision systems access. Use when onboarding or provisioning a new hire.

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Telemetry Ingestion · knuckles-team bundle
Extracts anomalous execution traces and success rates from Langfuse, then ingests them into the Knowledge Graph as ExecutionSummary and PerformanceAnomaly nodes.

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React Development · knuckles-team bundle
Type-safe React development with TypeScript covering components, hooks, events, Server Components, routing, performance optimization, and architectural best practices. Use when building React applications, optimizing rendering/bundle size, refactoring component APIs, or working with React 18/19 features. Triggers include "React component", "React performance", "Next.js optimization", "composition patterns", "Server Components", "React 19". Do NOT use for non- React TypeScript or vanilla JavaScript projects.

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Skill Workflow Builder · knuckles-team bundle
Scaffold and validate a dependency-ordered workflow that only groups existing atomic skills or explicitly named MCP tools. Use when creating or repairing a dual-mode workflow in a universal_skills domain ending in -workflows, with a matching DAG, team configuration, native execution waves, and graph-os delegation. Do not use to author an atomic skill or to embed business logic in workflow steps.

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Unattended Loop Driver · knuckles-team
Run Claude Code unattended ("while you sleep") to drive the graph-os Loop engine — feature extraction + innovation distillation — behind a governance-derived permission fence. Use when the user wants to "run the loop overnight", "let Claude work unattended", "run while I sleep", "set up an autonomous build session", or "drive the evolution loop without babysitting". Verifies the fence is active (settings.json allow/ask/deny + .claudeignore, no bypassPermissions), then loops graph_loops(action="run") committing per productive cycle, halts on any ask/deny verdict instead of auto-approving, and writes a morning summary to MEMORY.md for review.

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Constitution Generator · knuckles-team
Creates or updates constitution.md with project governance rules and principles.

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Crypto Arbitrage · knuckles-team bundle
Parallel execution workflow for crypto arbitrage using the Unified Parallel Engine

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Unified Task Tracker · knuckles-team bundle
Automatically discovers and queries configured trackers (Jira/atlassian-agent, Plane/plane-agent, or both) to retrieve assigned and stale issues, present a unified schedule dashboard, and push synced updates.

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Manual Testing Enhanced · knuckles-team
Enhanced manual testing workflows

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Slippage Analysis · knuckles-team bundle
Ingest reference market data and execute a supplied strategy via paper trading with freqtrade to capture its own fill/slippage report. Use when a researcher wants evidence of execution slippage against reference prices for a candidate strategy; this workflow only paper-trades and never places live orders.

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Factor Hypothesis Extractor · knuckles-team
Convert an audited quantitative-finance paper or evidence packet into explicit, testable factor hypotheses without sourcing data or running a backtest. Use when reviewed academic claims must be translated into signal definitions, timing assumptions, test parameters, and falsification criteria before market-data ingestion.

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Dietician And Chef · knuckles-team bundle
Generates a customized healthy meal plan, adds selected recipes, and compiles an organized, scaled household shopping list in Mealie using mealie-mcp tools.

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Ca Trust Provisioner · knuckles-team
CA Trust Provisioner atomic skill. Bakes an enterprise / self-signed root-CA bundle into every touched system so deployments stop hitting self-signed-cert errors — installs the bundle into each host's trust store and emits the standard CA env contract (REQUESTS_CA_BUNDLE / SSL_CERT_FILE / NODE_EXTRA_CA_CERTS / GIT_SSL_CAINFO) for injection into every deployed service and the private registry. Triggers on "enterprise CA", "root CA bundle", "self-signed cert errors", "trust internal CA", "corporate proxy cert".

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MCP Client Onboarder · knuckles-team bundle
Onboard, scope, and revoke clients for the central MCP multiplexer. Creates a Keycloak client_credentials identity, generates an Eunomia authorization policy from a profile template (full-access / read-only / server-scoped / role-based), merges it into the multiplexer's zero-trust policy, and supports ephemeral (TTL) clients with an automatic reaper. Use when the user says "onboard an MCP client", "give an agent access to the multiplexer", "scope a client to servers X,Y", "create a read-only MCP client", "revoke/expire an MCP client", or "mcp access control". Do NOT use for remote per-service Eunomia policies (use eunomia-policy-manager) or general Keycloak SSO (use the Keycloak skill).

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Full Ecosystem Health · knuckles-team bundle
End-to-end ecosystem health check across containers, system resources, workspace, and observability stack. This is the "canary" workflow that validates all infrastructure layers are operational.

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Podcast Show Notes · knuckles-team bundle
Outline, draft, and edit show notes from a supplied episode transcript, then run a final readiness check. Use when a user has an approved transcript, audience, and voice constraints and wants review-ready show notes; this workflow never publishes or uploads them.

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Autonomous Research Loop · knuckles-team
Runs one propose-only self-evolution "golden loop" cycle over the Knowledge Graph. Use when the user wants to "run the research loop", "evolve the knowledge graph", "find and address open topics", "propose specs/teams from the KG", or "self-improve the codebase". Intake of unresolved topics → acquire related sources → ADDRESSES-resolve (converge) → optional distil spec DRAFTS into .specify/ → synthesize a team PROPOSAL. Never auto-merges or executes anything — every artifact is a draft/proposal a human reviews.

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Overnight Research · knuckles-team bundle
Unattended overnight research loop: Generate → Backtest → Debate → Report.

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Portfolio Analysis · knuckles-team bundle
Parallel execution workflow for portfolio analysis using the Unified Parallel Engine

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Strategy Lifecycle · knuckles-team bundle
Master trading pipeline: Hypothesis → Debate → Backtest → Paper → Live. Orchestrates the full strategy lifecycle with human approval gates.

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Host Doctor · knuckles-team bundle
Onboard-diagnose a host (or a whole fleet) and remediate under gate. Validates the OS/kernel/arch, samples CPU/mem/disk/load utilization, inspects processes for zombies, runaway/orphaned hogs, and swap exhaustion, and checks PHYSICAL storage + BMC health (SMART incl. RAID megaraid passthrough, drive-slot/IPMI faults, predicted failures) that the filesystem checks miss — then, only after presenting the findings and getting explicit per-host confirmation, remediates by delegating to the systems-issue-troubleshooter workflow (kill rogue PIDs, reclaim swap/temp), and re-verifies. Use when a machine is hot, sluggish, throwing a drive fault, or newly onboarded and you want a single "how is this host doing, and make it run cool" pass. Composes hardware-profile-sweep, host-resource-sampler, and host-process-inspector over tunnel-manager SSH, plus sm_storage_health (systems-manager) and the fan-manager IPMI/BMC tools. Diagnosis is read-only; every change is gated on user approval.

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Nextcloud Time Manager · knuckles-team bundle
Connects to Nextcloud using nextcloud-agent, retrieves latest calendar events and task files, interacts with the user to discover scheduling modifications, and applies updates/adds/removes to synchronize their personal schedule.

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Servicenow Trm Tracker · knuckles-team bundle
Fetch active ServiceNow TRM (Technology Reference Model) Requests

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Second Brain Sync · knuckles-team bundle
Turns a personal or team document corpus — notes, PDFs, git repos, and web pages/bookmarks — into a queryable epistemic second brain: ingests every source into the Knowledge Graph with full provenance, extracts atomic (subject)-[predicate]->(object) facts and typed entities/claims carrying evidence spans + confidence, runs contradiction/gap/synergy analysis against what is already known, then lets you query the result back through the epistemic surfaces (calibrated confidence, citations, justification tree, belief status). Use when the user says "build my second brain", "sync my notes/Obsidian vault into the KG", "ingest my personal knowledge base with provenance", "assimilate these PDFs/repos into the graph", or asks "what do I know about X and why do I believe it".

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Blog Post Generator · knuckles-team bundle
Research, outline, draft, verify, edit, and preflight a sourced blog post by composing the catalog's atomic research and content skills. Use when a user has supplied a topic, audience, objective, channel constraints, and publication requirements and wants a review-ready post; this workflow never publishes it.

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Docker Compose Drift Detector · knuckles-team
Docker Compose and Swarm configuration drift detection atomic skill. Compares running state against git configuration.

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Alpha Factor Mining · knuckles-team bundle
Compute momentum, fundamental quality, and news sentiment factor signals in parallel to generate a fused target portfolio.

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Automated Tearsheet · knuckles-team bundle
Ingest market data, backtest a supplied strategy definition with Qlib, and render the resulting performance metrics as a formatted tearsheet document. Use when a researcher wants a repeatable, generated performance report from a single strategy backtest; this workflow never places or recommends live trades.

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News Event Detector · knuckles-team bundle
Search and crawl the web for market-relevant news events for a supplied universe, then audit the citations for reachability and sourcing. Use when a researcher wants a sourced feed of detected news events; this workflow does not classify sentiment or place trades.

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Portfolio Rebalance · knuckles-team bundle
Periodic portfolio rebalancing: Optimize → Compare → Execute. Supports MVO, Risk Parity, and Black-Litterman optimization.

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Strategy Tournament · knuckles-team bundle
Performs concurrent backtests across 10 distinct algorithmic strategies, evaluates risk-adjusted metrics, ranks return profiles, and selects the top models.

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Docker Compose Drift · knuckles-team bundle
Detect drift between a host's running Docker Compose/Swarm state and its git configuration, then compile and redeploy the declared configuration where the operator confirms remediation. Use when a stack's live state may have diverged from its source of truth; this workflow never redeploys without the drift report as evidence.

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Eunomia Policy Manager · knuckles-team bundle
Manage Eunomia authorization policies for the MCP server fleet. Lists, creates, pushes, and deletes policies on the centralized Eunomia remote authorization server. Use when the user says "list policies", "show eunomia policies", "push policies", "create mcp policy", "delete policy", "audit authorization", "eunomia status", or needs to inspect or modify the authorization rules governing MCP tool execution. Do NOT use for Eunomia server deployment — use infrastructure-orchestrator for that. Do NOT use for Keycloak SSO or OpenBao secrets — use dedicated skills.

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Hardware Profile Sweep · knuckles-team
Hardware Profile Sweep atomic skill. Collects CPU, memory, disk, OS info, and GPU/accelerator details across reachable hardware nodes using systems-manager-mcp.

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Network Topology Sweep · knuckles-team
Network Topology Sweep atomic skill. Discovers active subnets, VLANs, network interfaces, and connectivity states across all registered hardware nodes using tunnel-manager-mcp.

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Rotate Fleet Passwords · knuckles-team
Set one unified OS-account password across many hosts over SSH (and optionally the in-band iDRAC/BMC user), verifying each and reporting a per-host summary. Use when the user wants to rotate/unify/change login passwords across a fleet, set a shared recovery credential, onboard hosts to a common password, or rotate BMC passwords. Triggers: "rotate passwords", "unified password across hosts", "change my password everywhere", "set a shared console password", "rotate the OpenBao agent-apps-rw token". Do NOT use for SSH key distribution (use ssh-bootstrap), arbitrary app/secret-store secrets (use secret-vault-manager), or single-host one-off passwd.

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AI Research Survey · knuckles-team bundle
Comprehensive AI research survey combining paper search with data science capabilities for analysis.

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Presentation Builder · knuckles-team bundle
Outline and draft the talk track, render it as Marp presentation slides, and run a final readiness check. Use when a user has supplied a topic, audience, and voice constraints and wants review-ready slides; this workflow never publishes or presents it.

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Capability Discovery · knuckles-team bundle
Discovery workflow that probes available capabilities across MCP servers. Tests tool introspection, not execution — useful for building capability maps.

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Factor Model Project · knuckles-team bundle
Build the Fama-French 3-factor portfolio project: download the free factor data from Kenneth French's website, regress a portfolio's returns against market, size, and value factors, interpret the loadings, and publish a GitHub repo.

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Market Regime Report · knuckles-team bundle
Ingest market data, backtest a supplied regime-classification factor set with Qlib, and render the results as a formatted report. Use when a researcher wants an evidence-linked snapshot of the current market regime; this workflow does not place trades or guarantee regime persistence.

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Qlib Factor Backtest · knuckles-team bundle
Ingest market data for a supplied universe and backtest a supplied alpha-factor definition with Qlib. Use when a researcher wants a direct, evidence-linked backtest of one or more already-defined factors; this workflow does not discover new factors or place trades.

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Quant Career Roadmap · knuckles-team bundle
Zero-to-hired quant career roadmap as an executable DAG. Sequences the seven phases — math + Python foundations, finance fundamentals, first backtested strategy, ML for finance, the five-project GitHub portfolio, certifications, and the remote job search — with the month-overlap dependencies from the roadmap. Use to onboard and mentor a learner toward a quant role with no PhD.

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Strategy Code Review · knuckles-team bundle
Loads strategy script files, audits logic for lookahead bias, checks index variables leaks, and generates quality reviews.

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Tax Lot Optimization · knuckles-team bundle
Parses lot ledger dates, computes unrealized holding gains, harvests short/long term losses, and synthesizes lot trades.

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Container Fleet Audit · knuckles-team bundle
Detect drift between the fleet's running Docker Compose/Swarm state and its git configuration across all registered stacks, then render the findings as a formatted audit report. Use when a fleet operator needs a point-in-time fleet-wide drift audit; this workflow is read-only and does not redeploy.

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Ssl Certificate Sweep · knuckles-team bundle
Connect to a supplied set of targets, parse their TLS certificates for expiration and grade, and render the results as a formatted sweep report. Use when a fleet operator needs a recurring certificate-expiry report; this workflow is read-only and does not rotate or reissue certificates.

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Train Model · knuckles-team bundle
Agent-driven LLM training workflow: curate a corpus, train (fine-tune or pretrain from scratch), align, evaluate-gate, and register the checkpoint.

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Meme Factory Pipeline · knuckles-team bundle
Draft caption copy and render it composed onto a visual asset, then run a final readiness check. Use when a user has supplied a topic/reference and voice constraints and wants a review-ready meme image; this workflow never posts or schedules it.

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Newsletter Automation · knuckles-team bundle
Research, outline, draft, verify, and edit a sourced newsletter issue, then run a final readiness check. Use when a user has supplied a topic, audience, and publication requirements and wants a review-ready issue; this workflow never sends or schedules it.

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Social Media Campaign · knuckles-team bundle
Outline, draft, and edit sourced social post copy, render matching visual assets, and run a final readiness check. Use when a user has supplied a campaign objective, audience, and voice constraints and wants review-ready posts; this workflow never posts or schedules the campaign.

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Dividend Reinvestment · knuckles-team bundle
Audits cash dividend payouts, fits target weight deficits, sizes reinvestment lots, and executes trades.

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Feature Store Builder · knuckles-team bundle
Ingest market data, validate it, document it as a data dictionary, and profile it, producing a curated, documented feature dataset. Use when a researcher needs a reusable, documented feature store built from raw market data; this workflow does not train or select a model.

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Market Data Ingestion · knuckles-team bundle
Ingest quantitative market data for a supplied universe, validate it against a declared rule set, and profile its structure. Use when a researcher needs a clean, validated market dataset staged for downstream research; this workflow does not backtest or place trades.

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Max Drawdown Recovery · knuckles-team bundle
Ingest market data, backtest a supplied strategy to surface its maximum-drawdown episodes, and run the TradingAgents swarm debate to vet a candidate recovery hypothesis for the observed drawdown. Use when a researcher wants evidence-linked drawdown analysis and a vetted recovery hypothesis; this workflow does not place trades or guarantee recovery.

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Pairs Trading Project · knuckles-team bundle
Build the pairs-trading portfolio project end-to-end: find two correlated stocks, test for cointegration, trade the z-score of their spread, backtest it leak-free, report full stats, and publish a GitHub repo. The best single learning project in quant finance — teaches hypothesis testing, z-scores, position sizing, and risk management at once.

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Portfolio Stress Test · knuckles-team bundle
Aggregates return curves, runs historical crash scenarios, computes rate shock exposures, and compiles risk audits.

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Trading Signal Fusion · knuckles-team bundle
Ingest market data and run the TradingAgents swarm debate to vet and fuse a supplied set of candidate trading signals, then backtest the fused signal with Qlib. Use when a researcher wants evidence-linked fusion of multiple candidate signals into one backtested view; this workflow does not place trades.

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Disk Space Remediation · knuckles-team bundle
Sample a host's current resource utilization and then discover and safely reclaim disk space where it is under pressure. Use when a filesystem is full or nearly full and a host needs a governed reclamation pass; this workflow never deletes anything outside the reclaimer's own safety checks.

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Hardware Sweep · knuckles-team bundle
OS and hardware information sweep across all inventory hosts. Collects CPU, memory, disk, GPU, and OS details for each machine and ingests them into the Knowledge Graph for troubleshooting and service designation decisions.

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Gitlab Repository Seeder · knuckles-team
GitLab Repository Seeder atomic skill. Creates GitOps project repositories, generates scoped Personal Access Tokens, and seeds initial repository file structures using gitlab-mcp.

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Servicenow Change Tracker · knuckles-team bundle
Fetch active ServiceNow Change Requests sorted chronologically

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Voice Message Transcriber · knuckles-team bundle
Detects new local voice notes or audio files, triggers Whisper transcriptions, and prepares structured text outputs for conversational agent consumption.

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Email Campaign Builder · knuckles-team bundle
Outline, draft, and edit sourced email campaign copy, then run a final readiness check. Use when a user has supplied a campaign objective, audience, and voice constraints and wants review-ready campaign copy; this workflow never sends or schedules the campaign.

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Video Content Pipeline · knuckles-team bundle
Outline and draft a video script, produce the edited video asset, and run a final readiness check. Use when a user has supplied a topic, audience, and voice constraints and wants a review-ready video; this workflow never publishes or uploads it.

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Sdd Full Lifecycle · knuckles-team bundle
Turn a feature request into verified implementation results by composing the catalog's atomic specification, planning, implementation, and test skills. Use when a user wants the complete spec-driven development lifecycle for an approved repository change rather than one isolated SDD phase.

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Academic Alpha Scanner · knuckles-team bundle
Discover academic market-factor research, audit its evidence, extract comparable hypotheses, obtain the required market data, and backtest the candidates by composing package-owned and universal atomic skills. Use when a quantitative researcher wants an evidence-linked screening report for candidate alpha factors, not live trading or investment advice.

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Esg Screening Pipeline · knuckles-team bundle
Gather publicly disclosed ESG (environmental, social, governance) signals for a supplied company universe and structure them into a normalized, validated dataset. Use when a researcher needs raw ESG disclosure data assembled for downstream screening; this workflow does not compute a proprietary ESG score or rating.

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Infrastructure Monitor · knuckles-team bundle
Continuous infrastructure health monitoring for trading services. Discovers new metrics and alerts proactively.

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Risk Dashboard Refresh · knuckles-team bundle
Pulls daily assets returns, computes Value-at-Risk parameters, extracts maximum drawdown ratios, and updates dashboard.

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Trade Journal Analysis · knuckles-team bundle
Execute a supplied strategy via paper trading with freqtrade to produce a trade execution log, then profile that log's structure and statistics. Use when a researcher wants a structured trade journal ready for review; this workflow only paper-trades and never places live orders.

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Full Infra Health Check · knuckles-team bundle
Run every health-relevant atomic skill this catalog owns — hardware profile, current resource utilization, compose configuration drift, and TLS expiry — in parallel across the fleet, then consolidate the findings into one formatted report. Use when an operator wants a single point-in-time snapshot combining every owned infrastructure health signal; this workflow is read-only.

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Host Hardware Inventory · knuckles-team bundle
Collect hardware profile details (CPU, memory, disk, OS, GPU/accelerator) and current resource utilization across reachable hardware nodes. Use when a fleet operator needs a consolidated hardware and current-utilization inventory; this workflow is read-only.

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Social Media Influencer · knuckles-team bundle
Prepares a live stream broadcast title, updates style details, announces the live stream, and engages the audience using owncast-agent tools.

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X Posts To Kg Ingestion · knuckles-team bundle
Search X (formerly Twitter) posts and ingest content into the Knowledge Graph with automatic classification, tiered memory, and self-evolution awareness. Uses the xAI Responses API (grok-4.3) for search, the UniversalKnowledgeClassifier for scoring, and XIngestionBridge for structured KG persistence. Supports tweets, threads, and X Articles (long-form content). Triggers on "search X", "ingest X posts", "browse X", "x to kg", "x research", "social media ingestion".

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Workspace Inventory · knuckles-team bundle
Full workspace discovery — list available workspace actions, repositories, and validate project structure.

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Cross Asset Correlation · knuckles-team bundle
Collects multi-ticker price data, constructs rolling correlation matrices, flags eigen anomalies, and adjusts portfolio scale limits.

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Factor Exposure Monitor · knuckles-team bundle
Ingest current market data and backtest a supplied, already-defined factor set with Qlib to surface the portfolio's present exposure to those factors. Use when a researcher wants an evidence-linked factor-exposure snapshot; this workflow does not discover new factors or place trades.

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Macro Indicator Tracker · knuckles-team bundle
Locate publicly reported macroeconomic indicator releases (CPI, GDP, rates, and similar) and ingest them into the Timeseries Memory backend. Use when a researcher needs a structured macro-indicator time series as input to another pipeline; this workflow does not interpret or forecast regime shifts.

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Overnight Research Loop · knuckles-team bundle
Runs overnight crawling of news/publications to generate factor hypotheses, runs backtests in parallel, debates findings, and generates a morning briefing.

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Polymarket Liquidity Mm · knuckles-team bundle
Dual-sided market making with automated inventory skew balancing and capital recycling via position merging

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Portfolio Tearsheet Gen · knuckles-team bundle
Ingest market data for a supplied existing portfolio's holdings, backtest that portfolio with Qlib, and render the resulting performance metrics as a formatted tearsheet document. Use when a researcher wants a repeatable report for an already-held multi-position portfolio, as distinct from a single strategy definition; this workflow never places or recommends live trades.

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Sentiment Alpha Project · knuckles-team bundle
Build the sentiment-alpha portfolio project: scrape financial news headlines (NewsAPI free tier), score them with FinBERT, construct a sentiment signal, backtest it leak-free, and publish a GitHub repo.

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Walk Forward Validation · knuckles-team bundle
Divides historical feeds into overlapping walk-forward segments, runs parallel window fits, tests out-of-sample stability, and aggregates validation statistics.

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Personal Fitness Trainer · knuckles-team bundle
Assesses user fitness goals, queries appropriate strength training exercises, constructs a custom workout routine, and registers it using wger-agent tools.

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Database Environment Setup · knuckles-team
Provision the agent-utilities database environment end-to-end from credentials: push the ontology to Stardog (prod) or a local SPARQL endpoint (dev), stand up a Postgres carrying Apache AGE + pgvector + ParadeDB pg_search, wire the durable backend, and backfill graph relationships into AGE. Resolves secrets from OpenBao/Vault (with .env fallback). Prompts for environment (prod/dev) and Postgres mode (combined image vs existing/managed). Use when the user wants to "set up Stardog", "host my ontology over SPARQL", "install pg-age/pgvector/ paradedb", "backfill into AGE", "connect my postgres", or "set up my database environment". Do NOT use for OpenBao unseal/seed alone — use secret-vault-manager; or generic container deploys — use docker-compose-operator.

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Servicenow Incident Tracker · knuckles-team bundle
Fetch active ServiceNow incidents ordered with higher priority showing first

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Knowledge Assimilation · knuckles-team bundle
Universal Knowledge Assimilation Engine — the "Master Control Program" for autonomous self-evolution. Discovers content from X, ScholarX, and GitHub, classifies it via the UniversalKnowledgeClassifier, ingests high-value content into the Knowledge Graph, and triggers comparative-analysis + SDD generation when evolution potential is detected. Extends the pull-based agent-utilities-evolution skill with push-based evolution from incoming content. Triggers on "assimilate knowledge", "knowledge assimilation", "ingest and evolve", "push-based evolution", "discover and ingest", "x research pipeline", "self-evolve from X", "run assimilation".

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Brand Identity Generator · knuckles-team bundle
Generate a comprehensive brand identity system (logo concepts, color palette, typography scale, imagery direction, voice/tone) and render matching visual asset mockups. Use when establishing a new brand or evolving an existing one; this workflow does not publish or register any trademark.

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Benchmark Tracking Error · knuckles-team bundle
Pulls daily benchmark indices, calculates active share tracking error, decomposes performance style, and dispatches drift alerts.

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Multi Exchange Arbitrage · knuckles-team bundle
Scans feeds across spot and derivative exchanges concurrently, computes fee-adjusted spread funding margins, and executes both legs.

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Sentiment Alpha Pipeline · knuckles-team bundle
Crawls web news, evaluates social posts sentiment spikes, fuses sentiment signals, and backtests correlation results.

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Dataset Readiness Assessment · knuckles-team bundle
Profile a dataset, validate it against reviewed quality rules, and produce an owner-confirmed data dictionary. Use when a local CSV, TSV, JSON, or JSON Lines dataset must be assessed before analysis, ingestion, governance review, or handoff.

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Langfuse Agent Tracer · knuckles-team bundle
Automatically queries Langfuse sessions and traces to isolate agent-utilities execution runs and diagnose spawned agent orchestration errors or performance drops.

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Alternative Data Pipeline · knuckles-team bundle
Discover, fetch, and normalize non-traditional (web/news-sourced) market-data signals by composing the catalog's research and finance atomic skills. Use when a quant researcher needs alternative data ingested and quality-checked before using it in a factor or backtest pipeline; this workflow does not place trades or score signal predictiveness.

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Freqtrade Strategy Deploy · knuckles-team bundle
Scaffolds standard-compliant Python strategy files for Freqtrade, runs parallel hyperparameter optimizations, dry-runs them, and elevates to live webhook monitoring.

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Ml Classification Project · knuckles-team bundle
Build the ML-classification portfolio project: engineer technical-indicator features, train an XGBoost model to predict whether the S&P 500 will be up or down tomorrow, benchmark it against a coin flip, and publish a GitHub repo.

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Multi Strategy Allocation · knuckles-team bundle
Ingest market data, backtest a supplied set of candidate strategies with Qlib, and run the TradingAgents swarm debate to vet the backtested evidence as input to an allocation decision. Use when a researcher wants evidence-linked support for weighting multiple strategies; this workflow does not execute the allocation or place trades.

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Parameter Sweep Optimizer · knuckles-team bundle
Spawns 25 parallel parameter sweep configurations, extracts performance curves, plots response surfaces, and designates optimal param configs.

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341 published skills · page 3 of 4