HughYau/pengsida-learning-research-skills

figure-composer

Compose one publication-grade multi-panel figure. Entry from a one-line claim + data files, OR from an existing figure via `derive_outline_prompt` (you read the PNG). Runs a per-figure loop: outline (12-col grid, per-panel ask + label_budget) → render each…

原文语言：英语

figure-style

Publication-grade figure correctness and legibility rules. Load before drawing any plot and call `apply_figure_style()` — sets a role-mapped font-size ladder, outward ticks, frameless legends, and 300-dpi output. The skill is a checklist, not a house look:…

原文语言：英语

literature-review

Find, verify, and synthesize scientific literature — from "what's the seminal paper for X" through full multi-source reviews. Covers grounding claims in real retrieved sources, avoiding fabricated citations, handling retractions, and calibrating confidence to…

原文语言：英语

paper-narrative

Judge and reshape the STORY a paper's figures tell. Input is the work itself — manuscript (or abstract) + figure deck — no hand-written brief. `paper_brief_prompt(abstract, captions)` hands you the prompt to write the brief yourself…

原文语言：英语

paper-revision

Revise paper text in response to criticism — your own, an advisor's, or a reviewer's. Two halves that share one discipline: (1) fixing prose by encoding it back into a high-level outline, locating where the logic is missing or jumps, fixing it there, then…

原文语言：多语言混合

paper-self-review

Adversarially review a paper before submission and predict exactly what reviewers will attack, using the five-category rejection checklist (contribution, writing clarity, result strength, experimental coverage, method soundness) plus a claim-to-evidence…

paper-writing

Draft a CV/graphics conference paper section by section using outline-first writing — list the thinking down to sentence granularity in the user's own language first, then produce English prose. Ships LaTeX skeleton templates with real published examples…

pdf-explore

Use this skill when the user has attached a PDF, paper, report, or other document and the answer needs content from more than one place in it: summarize the methods or any other section, compare sections, find where a topic is discussed, read a value or label…

原文语言：英语

research-experiment

Design experiments that decide something, and diagnose failing ones by driving from surface symptom to root technical cause before changing anything. Treats improving a method as SGD on the idea, where the root-cause analysis IS the gradient — so it outputs a…

research-ideation

Decide what research problem to attack and how to attack it — the two halves of想idea. Applies a hard four-case novelty gate (cases 1-2 mean a well-established solution exists and the work must not proceed), ranks candidate problems by importance, then derives…

research-methodology

Entry point and router for pengsida's research methodology (CV/graphics, CCF 优博). Carries the lifecycle map, the five decision rules that override defaults when they conflict, the anti-pattern table, and routing to the six methodology skills and the five…

research-project

Set up, take over, reorganize, and maintain a research project directory so the work stays iterable across months and across agent sessions. Ships four scripts — explore_project.py (read-only survey of an unfamiliar messy project: what it is, what's active,…