xiongxianfei

Orchestrate the full spec-driven, test-driven agentic development lifecycle. Use when starting, resuming, auditing, or routing work through the standard RigorLoop workflow. This skill assesses workflow state, enforces artifact order, and keeps exploration, specification, architecture, planning, tests, implementation, review, rationale, verification, PR, and learning connected.

Implement one approved milestone or isolated implementation request with tests or proof first, then hand it to code-review with validation evidence and plan state updated. Use when requirements, scope, and validation commands are clear enough to code. Use bugfix for defect reproduction/fix loops, code-review to review implementation, verify for final readiness, and pr for PR handoff.

Review an implementation slice against the actual diff, governing artifacts, tests, and validation evidence, then record findings or a clean first-pass review. Use after implement hands off a milestone or when implementation review is requested. Use plan-review, spec-review, architecture-review, verify, or pr for those gates instead.

Explain why the agent made each meaningful change by linking the actual diff to the problem, proposal, requirements, architecture decisions, plan milestones, tests, review outcomes, and available validation evidence. Use after implementation and review-resolution, before final verify and PR, or whenever the user asks why code changed.

Create or revise a living execution plan after proposal, spec, and architecture are stable enough to implement. Use for multi-file, multi-component, risky, migration-heavy, or milestone-based work that needs reviewable implementation slices, validation commands, recovery paths, dependencies, and current handoff state. Use spec, test-spec, implement, code-review, verify, or pr for those stages; do not use plan to choose product direction, write code, review diffs, verify branch readiness, or open PRs.

Create a decision-oriented change proposal before spec or plan. Use when the user has a selected direction, explored options, problem statement, or issue that needs problem, goals, non-goals, options, recommendation, risks, rollout, and readiness recorded. Use proposal-review to review an existing proposal; use spec, plan, implement, or verify for downstream work.

Write or amend a contract-level feature spec before architecture, planning, test planning, or implementation. Use when accepted direction or requested behavior must become requirements for observable behavior, APIs, UI, config, data contracts, errors, compatibility, security, privacy, accessibility, performance, or safety-sensitive logic. Use spec-review to review a spec; use proposal, architecture, plan, test-spec, implement, verify, or pr for those stages.

Generate a traceable test specification from an approved feature spec and execution plan before writing test code or production code. Use to map requirements, examples, edge cases, architecture boundaries, and milestones into concrete tests.

Flashcard generator that creates source-grounded, spaced-repetition-ready cards with learning objectives, atomic prompts, explanations, tags, and canonical JSON. Use for Anki cards, cloze deletions, memory prompts, durable recall practice, and retention cards from notes, documents, code, papers, courses, or project material.

Quiz generator that creates source-grounded diagnostic quizzes with blueprints, objectives, answer keys, rationales, feedback, rubrics, and canonical JSON. Use for quizzes, diagnostic questions, comprehension checks, MCQs, short-answer items, assessment items, and feedback from notes, documents, code, courses, papers, or project material.

Restaurant menu advisor for choosing what to order from supplied menu photos, pasted menus, or readable dish evidence. Use for restaurant-menu decisions, allergy-aware order shortlists, visual dish briefs, and casual asks like "what should I order?", "which dish should I get?", or "show me what this might look like".

Expert editor, translator, and writing coach for polishing, proofreading, rewriting, translating, and learning from edits to shared text. Use for emails, PR descriptions, docs, release notes, messages, and casual asks like "fix this", "make this sound better", "translate this", or "help me improve this writing".

Draft culturally appropriate, formal Russian messages from Chinese input. Use this skill whenever the user needs to communicate with a Russian-speaking contact — landlord, colleague, official, or business partner — even if they just say "help me write to my landlord" or describe the situation in Chinese without mentioning Russian explicitly.

Medical consultation assistant for symptoms, medications, lab reports, and health advice. Use this skill whenever the user mentions a symptom, drug name, dosage, lab result, or any health concern — even casual ones like "I've had a headache for 3 days" or "is it safe to take ibuprofen with this?" — without waiting for them to explicitly ask for medical advice.

Draft professional English emails with Chinese translation and writing strategy notes. Use this skill whenever the user needs to write or reply to any email — support tickets, business inquiries, academic requests, complaints, or follow-ups. Trigger even if they just describe the situation ("my order hasn't arrived, help me email them") without asking explicitly.

Personal fitness coach for training plans, exercise technique, nutrition, and recovery. Use this skill whenever the user mentions working out, body goals, exercise, diet for performance, soreness, or injury recovery — even casual questions like "should I run today?" or "why are my legs sore?" — without waiting for an explicit request for a training plan.