Research bank naming

Research bank structure

Draft file naming

TLDR is bullets

TLDR bullet count

TLDR placed before body

TLDR recurring character last

Opening is narrative

Placeholder independent numbering

Placeholder zero-padding

Code VERIFY comment

Bio post-specific kicker

Series callback present

Word count range

No preamble announcement

Voice in technical sections

Narrative density maintained

Research bank file naming

Research bank sections

Main idea template format

CTA is practical and specific

Section outline with descriptions

Placeholder locations in outline

Questions are numbered

Questions include guesses

Questions grouped by type

Series callbacks referenced

No prose draft written

Identifies soullessness

Opening hook improved

First-person opinion added

Rhythm variation added

Informal element added

No new anti-patterns introduced

Technical accuracy preserved

Humor or edge present

Varied paragraph energy

Structure preserved

Device labels removed

Key insight label removed

Proven point restatements removed

Telegraphed transitions removed

Incomplete assertions removed

Editorial superlative removed

Stacked data points trimmed

Redundant restatement of test suite time removed

Punchline isolation

No new anti-patterns introduced

Technical content preserved

Voice one-paragraph section

Rhetorical devices with quotes

Cultural reference analysis

Recurring characters identified

Voice consistency notes

Humor analysis present

Bio schema present

Bio kicker notes

Examples file created

Examples have pattern annotations

Product context skipped

TLDR is bullet points

TLDR bullet count

TLDR bullets are provocative

TLDR recurring character last

TLDR compressed not miniaturized

Screenshot numbering independent

Code numbering independent

Link numbering independent

Zero-padded numbers

No shared counter

Hedging filler removed

Contrastive negation fixed

Parallel binary comparisons fixed

Asyndetic tricolon fixed

Choppy fragments fixed

Symmetrical LLM patterns fixed

Self-answering fragments fixed

Parenthetical em-dashes fixed

Excessive em-dashes reduced

Preamble removed

Hedging removed

Emojis removed

AI vocabulary cleaned

Copula avoidance fixed

Low burstiness improved

Fabricated experience removed

False ranges fixed

Synonym cycling fixed

Unicode giveaways fixed

Participle-phrase filler fixed

Significance inflation fixed

Challenge-optimism sandwich fixed

Inline-header lists fixed

Vague attributions fixed

Boldface overuse fixed

Title case headings fixed

Standalone positive conclusion fixed

Labeling the device fixed

Restating proven point fixed

Telegraphing transitions fixed

Incomplete assertions fixed

Stacked data points trimmed

Amplifier intensifiers fixed

Unproven assessment adjectives fixed

Temporal filler removed

Corporate clichés fixed

Euphemistic smoothing fixed

Soul check evidence

Overloaded sentence split

Cold list generalized

Weak subjects strengthened

Nested subordination flattened

Introductory filler words removed

Amplifier intensifiers replaced with facts

Unproven assessments replaced with evidence

Euphemistic smoothing fixed

Features translated to benefits

Stacked data points trimmed

Empty results replaced with evidence

Honest limitation present or flagged

No new anti-patterns introduced

Technical content preserved

Draft file naming

Diagram placeholder present

Diagram has D2 source block

D2 source reflects transcript components

Diagram VERIFY comment

Diagram placed in the flow section

Independent numbering preserved

Draft summary counts diagrams

Screenshot placeholders still used where appropriate

Code VERIFY comment present

Opening is narrative

TLDR is bullets

Dev appears as recurring character

Bio post-specific kicker

No preamble announcement

Word count range