Productivity & Workflow Agent Skills for ChatGPT

Cross-cutting reference manager for medical manuscripts.

Use when deciding which mgsci-* sub-skill to invoke next, or when sequencing manuscript work from topic selection through rebuttal for a…

Orchestrates and routes academic manuscript development from topic selection through empirical identification and peer review for 《管理世界》…

Guides manuscript revisions and drafts point-by-point rebuttal letters tailored for Management World (《管理世界》) R&R submissions.

Activate ultra-compressed communication mode that drops ~75% token usage by eliminating articles, filler, pleasantries, and hedging while…

Report estimated context window utilization and flag when approaching the compaction threshold

Audit and curate the 5-layer agent context hierarchy to prevent quality degradation mid-session — rules files, specs, source files, error…

Relentlessly interview the user about a plan or design, walking down every branch of the decision tree one question at a time until…

Enforce vertical-slice discipline — implement one thin slice (~100 lines max), test it, verify it works, commit it, then repeat.

Extract requirements one targeted question at a time before any plan or code starts — hypothesizes user intent, scores confidence, and…

Record, list, search, and apply cross-session learnings — capture insights from completed work as JSONL entries so patterns persist across…

Run a YC-style office hours session before writing code — six forcing questions that surface wrong premises, missing constraints, and…

Internal health check skill for AI DevStudio project.

Run a weekly retrospective — what shipped, what broke, what slowed you down, and what to change next week.

Convert a bug fix, repeated workaround, or solved problem into a permanent, testable Claude Code skill.

Gated 4-phase workflow (Specify → Plan → Tasks → Implement) where nothing advances without explicit human review — surfaces assumptions…

Synthesize the current conversation context and codebase into a full PRD — problem statement, user stories, implementation decisions…

A skill that cannot be invoked by the model.

Convert requirements into buildable, testable work.

Geocode, POIs, routes, timezones via OpenStreetMap/OSRM.

Name and bootstrap a new MarbleLabs project.