Writing AI Skills

Performs structured research and synthesizes information. Use when researching topics.

Apply when two or more fixes that share one premise have failed the same gate. Take a census of which actors hold the imbalance before the next fix, then question the premise instead of writing…

Create original short videos using the 非对称突破｜密集阻力到空间制度改变 Creative DNA for MiniMax H3 or Seedance 2.0. Use when the user wants this causal, camera, motion, rhythm, or payoff structure with new subjects…

Optimize LLM prompts, tools, and agents in Opik using standardized optimizer workflows (prompt optimization, tool optimization, and parameter tuning), dataset/metric wiring, and result interpretation.

Authoring guide for Python user agents (type:"user") on the Friday platform via the friday-agent-sdk. Covers the @agent decorator, AgentContext capabilities (ctx.llm, ctx.http, ctx.tools, ctx.stream),…

Build, review, debug, and automate Quantum ESPRESSO workflows. Use when working with `pw.x` input files, pseudopotentials, k-point setup, SCF/relax/bands workflows, plane-wave cutoffs, occupations, or…

Generate missing description frontmatter for Rspress Markdown/MDX pages, including new docs pages and site-wide SEO metadata updates.

Inspecting and validating RouterOS command/script syntax against a live device via /console/inspect (highlight, completion, syntax, child) and :parse IL. Use when: validating RouterOS commands before…

This skill should be used when a model gets read-write control over its own live context window instead of a harness-scheduled compaction policy: the context exposed as an editable file the model…

Analyze and engineer protein glycosylation — scan sequences for N-glycosylation sequons (N-X-S/T), predict O-glycosylation hotspots, and reach curated glycoengineering tools (NetOGlyc, GlycoShield,…

Use when the user wants a cited, structured read of local documents and project knowledge. Triggers on: "analyze these docs", "scan my project for context", "read the docs folder", "summarize what's…

Use this skill when the user asks to "write an exec summary", "summarize this for leadership", "write a summary for the CEO", "board update summary", "executive brief", "leadership update", "write…

Use when the user wants to rewrite Markdown prose into a conversational, humorous, self-deprecating engineering tone while preserving technical accuracy and document structure. Rewrites prose sections…

Use this skill to expand seed topics with Keywords Everywhere, retrieve live metrics, cluster terms by search intent, and score priorities. Trigger it when building a keyword universe, planning SEO…

Generate social media posts for different platforms (Twitter, LinkedIn, Telegram, etc).

Send this coding session's transcript to the Convex team for an AI post-mortem that improves the quickstart system. Run only when the user explicitly asks.

Shape interface structure using representative content before layout decisions settle. Use when placeholders, uniform examples, incomplete records, or mixed content types may hide problems in…

Use for server-side AI orchestration in SaaS products, including OpenAI, Gemini, Claude, ElevenLabs, streaming, transcription, structured extraction, prompt contracts, token budgets, model routing,…

Translate a screenplay (one scene at a time) into a provider-agnostic storyboard fragment for the spark-video pipeline. Wraps Shanyin Super Director Master when available — the upstream Shanyin SKILL…

Navigate and curate markdown knowledge bases (plan repos, spec repos, companion docs) with IWE graph tools. Load when the workspace is or contains a markdown knowledge base and the task involves…

Help users build content marketing strategies. Use when someone is starting a blog, building SEO, creating thought leadership content, or deciding on content formats and distribution channels.

One sentence stating what this skill produces and per which standard or character. Use when the user [concrete trigger situations, the actual phrases they'd type, and the contexts where this beats…

Plans multi-step work before writing code.

Use for Korean prose polishing. Triggers: Korean polish, proofread Korean, 윤문, 다듬어, 다듬어줘, 자연스럽게, 매끄럽게, 교정, 고쳐줘, AI투, 번역투.

Produces a fast, credible comparable analysis (rent comps and sales comps) for active deals, appraisal reviews, or pricing validation. Includes adjustment grids, confidence scoring, effective rent…

Use when the user says 'build internal links', 'improve internal linking', 'fix orphaned pages', or 'create topic clusters'. Analyzes all published content, maps topic relationships, and presents a…

Helps a founder build the case for raising prices and the moves that justify it; it drives toward a higher price and does not debate whether to raise. Three gated phases: (1) collect the reality (what…

Search claude-mem's persistent cross-session memory database. Use when user asks "did we already solve this?", "how did we do X last time?", or needs work from previous sessions.

Runs Claude Code non-interactively for code analysis and implementation tasks. Use when the user asks to delegate repository work to Claude Code or compare its result with another coding agent.

When the user wants to conduct, analyze, or synthesize customer research. Use when the user mentions "customer research," "ICP research," "talk to customers," "analyze transcripts," "customer…

Store user preferences, learnings from tasks, and procedure outcomes. Use to remember what works and recall context before new tasks. (user)

The map for reading and editing an OpenMAIC stage document with read_stage, patch_stage, and grep_stage. Load it before patching a structure you have not patched before, when patch_stage rejects an…

Write SDD delta specs with requirements and scenarios. Trigger: orchestrator launches spec work for a change.

Author filter expressions for run_metric_query and search_field_values, including conditional custom metric filters.

Share a personal Basic Memory note to a configured team project from Codex with attribution and explicit confirmation.

Use when writing humanities or social science papers - provides discipline-specific writing guidance

Write or review UI copy (buttons, errors, empty states, microcopy, notifications, labels) using the voice & tone system (clear, concise, useful, human, honest) with the what→why→how error formula and…

Build a production-ready prompt package — system prompt, few-shot examples, output format, edge case handling, eval criteria. Use when asked to "prompt engineering", "build a prompt", "write a system…

Framework (OSS). Guide for creating and writing Expo native modules and views using the Expo Modules API (Swift, Kotlin, TypeScript). Covers module definition DSL, native views, shared objects, config…

Remove AI-writing patterns ("AI-isms") from text using the avoid-ai-writing catalog (conorbronsdon/avoid-ai-writing). Use ONLY when the user explicitly asks to remove AI patterns / AI-isms, "make this…

Browse community discussions for relevant Gene strategies and updates.

Implement a new built-in webhook source provider in `front`. Use when adding a webhook provider such as Linear, GitHub, or Fathom, including provider research, OAuth prerequisites, provider-specific…

Create and edit Excel spreadsheets (.xlsx) whose formulas carry their computed values, so sums and totals show in every viewer, plus date and time formats, recalculating and verifying an existing…

The screenwriting business and career (编剧行业与生意经) — merged from Diamond & Weissman's Bulletproof (buyer's-eye workflow, three Cs, one-page nine-step, set pieces, submission, notes, resilience), Eric…

Workflow 1: Full idea discovery pipeline. Orchestrates research-lit → idea-creator → novelty-check → research-review to go from a broad research direction to validated, pilot-tested ideas. Use when…

Fix bugs in code using a compile-test-fix loop: run the build/tests, read the error, locate the faulty lines, edit, and re-verify until green. Use when the user reports a build failure, test failure,…

Analyzes DevOps Center test failures and Code Analyzer violations in plain language — failure category, offending file/class/method/line, rule violated, fix direction, and prioritized improvement…

Set up and use 1Password CLI (op). Use when installing the CLI, enabling desktop app integration, signing in (single or multi-account), or reading/injecting/running secrets via op.

Write prose people will actually read. Use for any prose you produce - docs, READMEs, release notes, blog posts, PR descriptions, issue text, commit bodies, design docs, emails, chat answers. Applies…

Helps the user come up with free lead magnets or hooks to offer in cold emails. Asks about their business, what they can legally give away, and what would be genuinely valuable to their ICP. Returns…

Use when existing code has untestable dependencies that prevent writing tests -- direct construction of collaborators, static or global function calls, tight coupling to external systems, or singleton…