tokenbender/agent-guides

epistemic-libido

Filter, compare, and rank papers, posts, captures, threads, bookmarks, product claims, or research ideas for high-entropy mechanistic insight and underpriced leverage. Use when the user asks for alpha, high entropy, the most intriguing or insightful items,…

原文语言：英语

capability-horizon-estimator

Estimate whether an AI model can complete a task and how long it will take, using METR-style time-horizon modeling. Use when scoping agent work, deciding if a task is within reach, planning retries/parallelism, estimating wall-clock time for SWE/MLE/math…

原文语言：英语

audit-sft-data-quality

Audit supervised fine-tuning datasets against the behavior and task they are meant to teach. Use when inspecting SFT JSONL, chat messages, instruction-response pairs, tool or agent trajectories, code corpora, synthetic examples, revised datasets, base-model…

原文语言：英语

blade-and-contract

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 user wants provocative attention-pull, category-defining…

原文语言：英语

manim-math-explainer

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. Opinionated Manim Community skill for concise math scenes. Focuses on scene…

原文语言：英语

paper-ocr-notes-pipeline

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

原文语言：英语

pdf-ocr-feedback

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

原文语言：英语

playwright

Use when the task requires automating a real browser from the terminal (navigation, form filling, snapshots, screenshots, data extraction, UI-flow debugging) via `playwright-cli` or the bundled wrapper script.

原文语言：英语

technical-writing-workflow

Use for planning, researching, drafting, revising, or auditing technical write-ups, textbooks, papers, reports, READMEs, research notes, PR narratives, and public technical prose. Applies a full workflow, not only style rules: reader need, source audit,…

原文语言：英语

tokenbending

Use when planning, launching, tracking, or preserving experiments across projects, especially to separate deterministic operating rules from fuzzy experiment-defining variables that require clarification before costly or irreversible work, and to ensure any…

原文语言：英语

worklog

Issue-led atomic work logging. Use whenever the user says "worklog" or asks to run, apply, start, maintain, update, summarize, or close a worklog; also use for issue-led development, master or umbrella issue tracking, one-issue-per-bug/feature/change…

原文语言：英语

x-thread-reader

Use 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 post text. Convert status links to Twitter Thread Reader URLs using the tweet id…

原文语言：英语