AI PRACTICE · WINCYFU-ARTICLE
Personal Article Writing Skill
Let AI organise the work while evidence, judgement, and final voice stay human
A personal AI writing system built around WincyFu’s real creative habits. AI helps organise sources, extract facts, shape arguments and structure, propose titles, draft, review, and plan visuals; the author retains control of facts, opinions, attitude, and final expression.
- My role
- Initiator, source owner, primary user, and final decision-maker
- Primary use
- Original long-form articles, project reviews, tutorials, and essays
- Current status
- Writing, illustration, and multi-platform publishing form a complete first chain
01 · STARTING POINT
The goal is not to let AI write in my place
Turn scattered material into useful, shareable writing without losing lived experience, judgement, or a personal voice
WHAT GENERIC AI WRITING LOSES
- Conversations, screenshots, project notes, and judgements are scattered across different places.
- Generic AI produces polished but empty prose and may turn guesses into facts or experiences.
- Optimising only for speed erases emotion, trade-offs, and the reasoning behind decisions.
WHAT THIS SYSTEM PRESERVES
- Shorten the distance from real material to an editable draft without skipping thought.
- Preserve first-person experience and judgement instead of producing anonymous copy.
- Use reference articles, final edits, and reader feedback to calibrate future work.
02 · WORKFLOW
Start with real material and end with human review
Set the question and factual boundaries first; when evidence is thin, gather more, narrow the topic, or shorten the article
- 01 · HUMANGoal & material
Define reader, thesis, platform, and real sources
- 02 · AI + HUMANFact boundaries
Separate facts, opinions, inference, and unknowns
- 03 · AIVoice & structure
Match real samples and choose a fitting article form
- 04 · AI + HUMANTitles & draft
Four title directions and an editable first draft
- 05 · AI + HUMANRefine & illustrate
Reduce AI clichés, add an action hook, plan visuals
- 06 · HUMANReview & deliver
Eight-part review followed by final human approval
Non-fiction over 1,200 Chinese characters should have at least five concrete materials. A score of 85 still does not replace final author judgement.
AI · AI organises and processes
- Extract material from conversations, project records, and drafts
- Identify themes, audiences, structures, and evidence gaps
- Suggest titles, openings, and paragraph organisation
- Align tone, remove repetition, and flag factual risks
- Review, plan visuals, and assemble the final Markdown
HUMAN · I provide what makes the article real
- Choose the subject and the real question
- Provide lived experience, evidence, and personal judgement
- Verify facts and separate my views from AI inference
- Decide the trade-offs, attitude, and conclusion
- Complete final review and approve any drafting or publishing action
03 · SKILL SYSTEM
Three Skills with clear handoffs
wincyfu-article orchestrates the system and passes article, illustration, and platform requirements to the relevant Skill
Writing, editing, review, quality control, covers, contents cards, tips cards, and IP summary cards.
Creates zero to five hand-drawn diagrams for processes, comparisons, causality, concepts, and metaphors.
Adapts content for seven platforms, syncs drafts, and creates and distributes WeChat drafts.
Handoff order for a complete illustrated article
- 01The orchestrator turns source material into structure, titles, copy, and a refined draft
- 02It creates the IP summary card and identifies illustration anchors
- 03The illustration Skill produces the required hand-drawn diagrams
- 04The orchestrator verifies image references and completes scoring
- 05The publishing Skill adapts platforms and creates drafts when requested
- 06I review the final result and decide whether anything is published
04 · IN PRODUCTION
Used in real writing without pretending one-shot output is enough
Used for research, structure, drafting, editing, review, illustration, and publishing—moving scattered material into a form I can judge and revise
- FULL CHAIN · COMPLETEFrom source material to platform drafts
Writing, voice checks, review, illustration handoff, platform adaptation, and draft creation have a working first version.
- REAL USE · VALIDATEDUsed on conversations and project records
AI has shortened the distance from scattered material to structure and an editable draft.
- CALIBRATION · NOWTurn final edits into better rules
Track what is removed, rewritten, and retained while tuning four article types.
- CONTENT ASSETS · NEXTConnect longer-term personal material
Unified source records and retrieval across conversations, projects, notes, and historical articles still need development.
- Article draftsOriginal drafts, final articles, or voice-aligned revisions.
- Editorial decisionsFour title routes, structures, material gaps, and open questions.
- Quality reviewEight-part scoring, AI-cliché checks, factual risks, and revisions.
- Illustrated publishingLogical illustrations, verified image paths, seven-platform adaptation, and approved drafts.
WRITING ARCHIVE