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Run multi-step work across apps the user connected in Aident Loadout: live action schemas, connection checks, cost preflight, and approval before side effects.

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Run AltoRank through its hosted MCP server: readiness audits, Search Console, keyword research, and SEO drafts into a review queue.

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Scrape Reddit posts, comments, subreddits and users with the harshmaur/reddit-scraper Apify Actor. No Reddit API key. Keyword search, date windows, full threads.

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Audit a pytest suite: surviving mutants and untested code, flaky, order-dependent and slow tests, and removal candidates checked on held-out mutants. Report-only.

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Check that a Python change is caught by tests: run every mutant of the changed lines and write tests until they catch them. Reports evidence instead of a diff to read.

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Design and review API contract tests across providers and consumers. Use for schema changes, compatibility regressions and client integration failures.

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Search indexed YouTube and podcast transcripts for quotes, speakers and clip boundaries with timestamped source links using Arcmira.

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Install and use the official AI Headshot Generator package, pinned by digest, for paid hosted work on the Beatra service.

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Run assay on a web page you just wrote or changed. It opens the page in a real browser, drives every control, and reports where the page contradicts itself. Deterministic, no API key, no network.

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Ask real executives and domain experts a question through Instant Expert for a written answer or short call: practitioner knowledge, customer discovery. Free test mode; live sends need approval.

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Find animation and video references on 1human, consult a human-agent shared library, and contribute public creations only with prior owner permission.

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Ask which skill or flow fits your situation. A router over the user-invoked skills in this repo.

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Build comprehensive attack trees to visualize threat paths. Use when mapping attack scenarios, identifying defense gaps, or communicating security risks to stakeholders.

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Automate recruiting and hiring workflows in Ashby -- manage candidates, jobs, applications, interviews, and notes through natural language commands.

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Astropy is the core Python package for astronomy, providing essential functionality for astronomical research and data analysis.

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Goal-integrity skill. Use for backend/API/persistence, preserve/do-not-change, tests/validation, mocks, rework, multi-part requests. Emits Goal Contracts, Deviation Notices, Phase Checks, Final Audits

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Companion to atlas-contract. Auto-invoked by its Final Audit on caught drift; also use after Post Reviews or user requests to record a mistake. Distills drift into WHEN/DON'T/INSTEAD clauses, writes t

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Automate Appsflyer tasks via Rube MCP (Composio). Always search tools first for current schemas.

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Implement GitOps with ArgoCD for declarative Kubernetes deployments.

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Semantic + keyword search and connection-discovery across the user's own Apple Notes via the apple-notes MCP server. Use when the user wants to find, recall, or synthesize something from their notes,

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Spectral vector search using graph Laplacian eigenstructure. Use when cosine/L2 similarity misses latent structure in your embeddings.

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Instrument browser/web apps with the Application Insights JavaScript SDK (@microsoft/applicationinsights-web).

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Automate Asin Data API tasks via Rube MCP (Composio). Always search tools first for current schemas.

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Automate Appdrag tasks via Rube MCP (Composio). Always search tools first for current schemas.

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