Skill Codex
Check, synchronize, recover, or update hello-scholar documentation when the user requests document maintenance or implementation changes adopted architecture facts.
In Agent-related practice, I found that blindly piling on a large number of skills does not improve agent performance, and the number of skills cannot be equated with execution quality. Therefore, I integrated high-quality Skill resources recognized by the industry and built this repository for my own research projects and experimental development.
This repository also configures its own agents. See what hello-scholar tells them →
Skill Codex
Check, synchronize, recover, or update hello-scholar documentation when the user requests document maintenance or implementation changes adopted architecture facts.
Skill Codex
Clarify a goal, idea, plan, or decision through focused dialogue when unresolved assumptions or tradeoffs could change the choice, or when the user asks to deepen a request or rewrite a prompt before work starts. Works independently of a project or Spec.
Skill Codex
Save the minimum durable context a future session needs when the user asks for a handoff or work must continue across sessions.
Skill Codex
Create, revise, or replace durable project design when decisions, interfaces, invariants, research comparisons, or acceptance criteria need a stable owner, including changes to an existing Spec during implementation.
Skill Codex
Before launching a research execution, find prior Runs to reuse or derive from; preserve one Run's actual conditions, results, and interpretation when they have research, reproduction, recovery, or decision value; also record existing execution evidence or update material facts in a Run.
Skill Codex
Simplify a specified change or module by removing unnecessary mechanisms and clarifying responsibilities while preserving required behavior. Use for cleanup of AI overengineering, redundant abstractions, or difficult-to-review code; implement a bounded cleanup when requested, and keep assessment-only requests…
Skill Codex
Independently review a specified proposal, code change, implementation against a Spec, or research evidence. Use for design critique, code or MR review, acceptance audits, and requests for another model to challenge a plan; return material findings with evidence and the smallest repair or verification direction.
Skill Codex
Turn supplied ideas, research notes, experiment evidence, or related project materials into an understandable synthesis for a specific reader. Use for organizing thinking, explaining a set of results, developing reusable lessons, or drafting research summaries and weekly reports; connect conclusions to evidence…
Skill Codex
Derive a public, reproducible release of research code from the development repository. Trace the minimal code behind the paper's claims, assemble it on an orphan branch for a separate public repository, check for leaks, and verify that it reproduces the results reported in the paper. Use when preparing or updating an…
Skill Codex
Set up two-way Git sync between a local copy of a project and its copy on a GPU server reached over SSH, when one agent edits on the local machine and another agent works and runs code on the server. Installs a sync script, writes each side's rules into the project, and verifies the sync on the real server. Use when…
At most 3 mods per repository are shown here, and a mod shipped inside a plugin is left to that plugin's page — the rest are on their repository pages: