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Bengali NLP Patterns

Best practices for processing, storing, and displaying Bengali (Bangla) text in software applications and AI systems, including Unicode normalization, script detection, tokenization, conjunct handling, and Bangla-specific NLP techniques.

Datacircle LinkedIn Profile Lookup

sickn33/agentic-awesome-skills

Look up LinkedIn profiles by URL through Datacircle's hosted MCP server or REST API using Up2Data, HarvestAPI, or Fetchin, with explicit user approval before each paid call.

Prompt Caching Optimization

prompt-caching-strategy

Analyze prompt structure to maximize LLM cache reuse, then measure input cost and latency. Covers stable prefixes, user/workspace boundaries, provider-specific cache counters and a cost comparison calculator for OpenAI, Claude and Gemini.

Domain Context Governance

context-and-decisions

Governs stable domain language in a scoped CONTEXT.md and routes hard-to-reverse decisions to the existing architecture-decision-records skill. Use when terms need repeated explanation, one term has multiple meanings, or unclear language causes module-boundary mistakes.

Story Lifecycle

story-lifecycle

Manage a file-based epic→story→sprint development loop without requiring an external project management tool. Creates and tracks epics, breaks them into user stories, assigns them to sprints, and drives implementation story by story. Use when starting a new feature initiative or when the team has no Jira/Linear/Taiga but needs structured delivery tracking.

Archify Interactive Diagram Generator

Archify creates validated interactive HTML diagrams for architecture, workflows, ERDs, and data flows from plain text or Mermaid. It supports code-backed visualization, repository inspection, and exports to SVG/WebM. Ideal for software infrastructure, state machines, and process mapping, excluding numeric charts.

Kernel Prompt Optimizer

sickn33/agentic-awesome-skills

Composes or improves LLM prompts and agent instructions. Asks one round of clarifying questions, then returns only the improved prompt without executing the task. Ideal for crafting effective prompts for AI agents.

Skeleton First Scaling

sickn33/agentic-awesome-skills

Prove data/AI workflows end-to-end on tiny samples, find cost-saving wins, then scale within budget using cost-gated steps. Ideal for multi-stage pipelines involving paid compute like LLM tokens or warehouse credits.

AI Headshot Generator Studio

ai-headshot-studio

sickn33/agentic-awesome-skills

This skill enables users to transform casual selfies into professional headshots with new backgrounds and business attire using AI. It operates on the paid Beatra service via MCP, suitable for resumes and social media. Installation requires strict verification and disabling auto-updates for security.

Build UI Workflow

sickn33/agentic-awesome-skills

A step-by-step workflow for UI work: understand the project, choose the right plan (new screen, dashboard, polish, simplify, review), then render, fix, and re-check until the result looks right. It helps agents build real, polished interfaces and avoid AI slop.

Cockney Coding Persona

sickn33/agentic-awesome-skills

Applies a cheeky Cockney senior-dev persona to coding tasks: terse replies, the smallest correct change, no bloat, and plain English whenever anything risky needs explaining. Supports lite, full and guvnor intensity.

Cypress Flake Fixer

cypress-flake-fixer

github/awesome-copilot

Audit an existing Cypress suite for flake-prone anti-patterns such as fixed cy.wait() delays, force: true, and APIs removed in Cypress 12-16. Provides a zero-dependency scanner and step-by-step fixes to stabilize tests without hiding failures behind retries or longer timeouts. Use when asked to fix flaky Cypress tests, remove cy.wait, or prepare for Cypress upgrades.

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