By tokenbender

Estimate whether an AI model can complete a task and how long it will take, using METR-style time-horizon modeling.

tokenbender/agent-guides

A skill your agent uses for planning, researching, drafting, revising, or auditing technical write-ups, textbooks, papers, reports, READMEs, research notes, PR narratives, and public technical prose.

tokenbender/agent-guides

Filter, compare, and rank papers, posts, captures, threads, bookmarks, product claims, or research ideas for high-entropy mechanistic insight and underpriced leverage.

tokenbender/agent-guides

Trigger when: (1) the user asks for Manim, Manim Community, or ManimCE, (2) code contains from manim import , or (3) the task is to build a mathematical explainer animation.

tokenbender/agent-guides

Issue-led atomic work logging. An agent skill from tokenbender/agent-guides.

tokenbender/agent-guides

A skill your agent uses when the user provides an X/Twitter status URL and needs the full thread, context beyond the first post, comparison, summary, intent analysis, title extraction, or reliable…

tokenbender/agent-guides

Audit supervised fine-tuning datasets against the behavior and task they are meant to teach.

tokenbender/agent-guides

Canonical end-to-end workflow for turning a paper PDF or URL into grounded OCR artifacts and a teachable notes.md.

tokenbender/agent-guides

High-accuracy OCR refinement workflow with self-scoring, Maj@K consensus voting, and targeted repair for page-faithful transcription.

tokenbender/agent-guides

A skill your agent uses when planning, launching, tracking, or preserving experiments across projects, especially to separate deterministic operating rules from fuzzy experiment-defining variables…

tokenbender/agent-guides

Use as Codex's default rhetoric backbone when writing, reviewing, naming, positioning, debating, or sharpening papers, proposals, essays, launches, social posts, narratives, and claims where the…

tokenbender/agent-guides