Learning & Documentation Agent Skills

Capture and maintain reusable repository lessons in MISTAKES.md, lessons-learned docs, or similar records.

Use when revising an ACM RecSys paper for a recommendation-first first page, honest offline-versus-online framing, equal-budget baseline…

Restate the last message in plain human language, with no jargon.

Use when anticipating the objections a law-and-economics referee at The Journal of Law and Economics (JLE) will raise, so a manuscript…

Use when anticipating the objections a World Development (WD) manuscript will draw under double-anonymized, multidisciplinary review.

Create checked 3:4 image-card series from reference images with one-to-one output, rewritten copy, varied camera angles, and unified…

Use to convert references to the current Cell Press numbered style used by Molecular Cell — superscript numbers in order of first…

Create a single-pass Seedance video-to-video prompt from one talking-head source video plus one style-reference image.

Use when Chinese prose sounds AI-generated, template-like, mechanically structured, overly polished, or inconsistent with the author's…

Analyze recent code changes, review findings, and touched docs to codify what changed in the repository.

Reflex framework documentation. Use when building full-stack Python web apps with Reflex, creating components, managing state, handling…

Present project-design pathway options and orchestrate regenerative projects using backwards design, PBL, SEEDS, compassionate systems…

Generates story-driven bilingual launch films, promotional graphics, and release copy packaged into a verifiable release media bundle.

Detect AI-generated writing patterns in documents — reports filler openers, AI closers, hedge phrases, cliché transitions, template…

Drafts and refines first-person Chinese literary narratives using restrained reportorial prose, concrete details, and understated emotion.

Use when the user needs to design, review, adapt, or rehearse scientific communication for a live, spoken, visual, or audience-facing…

Use only when the current deliverable is holistic, prioritized, multi-lens critique of audience-facing scientific communication or…

Use when writing a SenSys Response to Reviewers for a resubmission — treating the reviews as a required-changes contract, mapping each…

Read first when using any SentiSense stock market skill: API key setup and which skill owns each task.

Short Drama Writer. Use when you need short drama writer capabilities. Triggers on: short drama writer.

Use when reviews arrive for a SIGIR submission and the authors must decide how to answer — triaging IR-reviewer objections (weak…