task-planning
task-planning
Write or revise a useful Paperclip plan with a clear outcome and verification. Use when a plan is requested or uncertainty needs resolving before execution.
THE SKILLS DIRECTORY
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scientific-writing
scientific-writing
Drafts, revises, and audits scientific manuscripts or reports with explicit evidence provenance, reporting-guideline coverage, authorship accountability, confidentiality controls, and local consistency checks. Use for manuscript sections, references, declarations, tables, figures, or submission preparation when scientific accuracy and traceability matter.
agents-md
agents-md
Create, revise, or audit AGENTS.md files from repository evidence, verified commands, and correctly scoped instructions without overwriting maintainer intent.
copywriting-psychologist
copywriting-psychologist
Write or revise conversion copy using audience awareness, motivations, and credible proof when ads, landing pages, or sales messages feel generic.
customize
customize
Use when the user wants to create or manage a Specialist agent or create, revise, publish, or delete a Skill through the conversational `/Customize` entry. Routes Skill work to the internal skill-creator and handles Specialist work through the JavaScript host.agents SDK.
skill-creator
skill-creator
Create, revise, evaluate, publish, and improve Open-Science Skills through the native JavaScript host.skills composer. Use when the user wants a reusable workflow, an existing Skill changed, test cases or benchmarks for a Skill, or better Skill triggering.
optimize-agent-prompt
optimize-agent-prompt
Builds and improves Browserbase Agent API demos through an Autobrowse-style outer loop: run a fixed task, collect Agent messages and session logs, score the result, revise one system-prompt heuristic, and confirm convergence. Use when creating a Browserbase Agents demo or POC, optimizing an Agent system prompt, diagnosing flaky Agent runs, or applying auto-…
scientific-writing
scientific-writing
Draft, revise, and audit scientific manuscripts or reports with explicit evidence provenance, reporting-guideline coverage, authorship accountability, confidentiality controls, and local consistency checks. Use for manuscript sections, references, declarations, tables, figures, or submission preparation when scientific accuracy and traceability matter.
scenario-refine-loop
scenario-refine-loop
Use when a Scenario output must be checked and improved rather than accepted first roll: iterating a generation until it matches the brief, fixing a batch that came back off-brief, retrying failed shots methodically, wiring an automated generate, review, revise loop, or deciding whether to re-prompt, swap references, inpaint, post-process, or change model. …
creative-writing-modes
creative-writing-modes
Creative-writing addendum to /llm-writing. Load when putting prose on the page: draft, revise, bridge, vary, or polish.
creative-writing-modes
creative-writing-modes
Creative-writing addendum to /llm-writing. Load when putting prose on the page: draft, revise, bridge, vary, or polish.
writing
writing
Draft, revise, audit, or transform human-facing prose: articles, blogs, documentation, criticism, essays, email, marketing and SEO copy, summaries, scripts, application materials, and UI text. Excludes code comments, commit messages, and private notes.
writing-agent-behavior
writing-agent-behavior
Authors and revises Agent Behavior BEHAVIOR.md specs that capture recurring, judgeable agent conduct. Use when creating, reviewing, splitting, grouping, or calibrating behavior specs, or when translating trace failures and runtime guidance into durable behaviors. Do not use it merely to score a completed trajectory or write a runtime prompt.
blog-system-design
blog-system-design
Design, build, or revise a technical blog as a product system. Use when work affects the blog index, category or section pages, article layout, typography, information density, internal linking, full-text search, keyboard shortcuts, resizable or collapsible navigation, table of contents, responsive breakpoints, reusable article components, media policy, acc…
latent-space-thumbnail-director
latent-space-thumbnail-director
Create, revise, or review Latent Space and Forward Deployed Engineering YouTube thumbnails using saved brand resources, curiosity-led editorial preferences, cast and company coverage rules, timestamp-safe layout, and approved examples. Use for Latent Space or FDE episode thumbnails, not unrelated channels.
media-heavy-workflows
media-heavy-workflows
Design or revise a multi-candidate AI media-generation workspace with reference attachment, model/provider capability routing, generation history, or explicit draft-to-publish flows. Use when those workflow concerns are central to the requested product. Do not use for individual canvas tools, ordinary image editing, one-off provider integrations, inference-…
person-profile-writing
person-profile-writing
Research, draft, or revise source-grounded biographies and person-centered speaker, founder, or expert profiles. Use when identity resolution, career chronology, roles, projects, public ideas, or attribution are central to the deliverable. Pair with research-grounded-writing for evidence and swyx-writing for prose.
pulp-fiction-writing
pulp-fiction-writing
Write or revise fast-moving, voice-forward serialized pulp fiction with strong hooks, clear character dynamics, escalating complications, compact chapters, and bingeable momentum. Use when drafting genre fiction, outlining a serial, tightening pacing, improving dialogue, designing chapter cliffhangers, or revising prose for readability and reader retention.
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Direct from traceable public skill sources
An independently imported catalog with original authors, licenses and source links. Classification is not a security audit.
Sources and import coverage