paper-synthesizer

Convert an academic paper (PDF or text) into a structured markdown note that preserves the paper's original argument flow.

Use when starting work in an unfamiliar repository, resuming after context loss, needing to discover the real source of truth before editing code, or turning…

Explain English technical or programming text in Vietnamese, sentence by sentence, with vocabulary tables and grammar notes, structured to minimize cognitive…

Investigate a technical problem through a Design Science Research loop (Problem Framing -> Awareness -> Suggestion -> Development -> Evaluation ->…

Write and structure temporary working notes under a tmp/-style directory as standardized markdown -- decision logs (ADR-based), debug logs (postmortem-lite)…

Use when implementing a feature or bugfix with test-first development and you want a disciplined red-green-refactor loop in small vertical slices.

Use when a bug, flaky test, unexpected runtime behavior, or contradiction between code and observed output needs disciplined debugging before fixing.

Use when a local change may hide broader architectural coupling, naming drift, or complexity growth and you need to evaluate it in system context before…

Detect the repo's commit convention, split changes into coherent commits, and write short commit messages.

Write short Jira ticket descriptions and comments (feature, bug, progress report, blocker) in Jira wiki markup.

Grill the user on a plan or design while recording the project's glossary and decisions as they are settled.

Adjust how strictly the "Simplicity First" ladder in AGENTS.md is applied.