methods-results-discussion-calibrator
Use when a draft paper has drift between methods, results, and discussion and needs section-to-section calibration.
- License 许可
- MIT
- 最近更新
- 2026-11-02
- Stars
- ★ 0
- Forks
- 0
01 前言 Front Matter
- name
- methods-results-discussion-calibrator
- description
- Use when a draft paper has drift between methods, results, and discussion and needs section-to-section calibration.
03 SKILL.md 正文
methods-results-discussion-calibrator
This skill realigns the central paper sections so the methods justify the results, the results justify the discussion, and the discussion does not outrun the evidence.
When to use
- A paper draft reads as if the sections were written in isolation.
- Claims in the discussion exceed what the results can bear.
Workflow
- Extract each explicit claim from results and discussion.
- Trace each claim back to the method and evidence that support it.
- Flag section drift: unsupported claims, missing methods, or orphan results.
- Rewrite section transitions and limits so the argument stays internally coherent.
Configuration and access
- Preserve manuscript version, section notes, and evidence map only.
Output standard
- Report the biggest alignment failures first.
- Provide concise rewrite directions by section.
Guardrails
- Do not inflate discussion claims to make the paper sound stronger.
- Do not leave unsupported results in place without a warning.
04 同仓库更多 Skills
clarify-requirements
Resolve genuine pre-execution ambiguity by scanning repo context, generating 1-6 grounded options, and asking 1-3 focused questions via AskUserQuestion. NOT for mid-task use (injection risk); NOT when the goal is already unambiguous; use to disambiguate vague prompts before any file edits.
openmm-md
Run FREE, open-source, Windows-native GPU molecular dynamics via the openmm-md MCP (OpenMM + CUDA on the local NVIDIA GPU). Use for protein / protein-ligand MD when you want a free stack or are on Windows without a Schrodinger license. Covers the full workflow (prepare, solvate, minimize, equilibrate, production, analyze, mmgbsa) AND an honest decision guide vs Schrodinger Desmond, including how to run Desmond legitimately on Linux or a cloud GPU with a real license. This is a deliberately LESSER free alternative and does NOT replace the schrodinger MCP tools. Do NOT use it to pick a free tool when a validated FEP+, WaterMap, IFD-MD, or Prime MM-GBSA result is actually required.
visual-review
Take screenshots of web pages and UI using Playwright for visual review and iteration
status
Diagnostic status report — shows metaswarm installation state, project setup, and potential issues
start
Use when starting work on any task, when the user mentions metaswarm, or when the user wants to begin tracked development work
setup
Interactive project setup — detects your project, configures metaswarm, writes project-local files