A technical writing discipline for clear, high-density, anti-slop prose.
Why This Skill Is Needed & Target State
Why this skill is needed: AI agents construct prose by unreflective pattern matching from typical training corpora: inserting defensive preambles ("The following table outlines..."), duplicating perishable constants that can be derived directly from source code, narrating obvious syntax ("// increment i"), and speaking in a monotone, patronizing voice. This dilutes technical substance, tires human readers, and buries essential invariants under ceremonial text.
Target state: Every document conveys the author's exact decisions and technical reasoning on a single pass, transitions immediately from headers into direct payloads, and contains zero perishable or decorative fluff.
Invariant Guidelines
- Direct Payload Invariant: Transition directly from domain headers to technical payloads (tables, code blocks, lists, schemas) with zero transitional preambles or affordance narration.
- Purpose Before Means: State the objective or problem being solved before prescribing the procedure or mechanism per
purpose-before-means. - No Perishable Information: Never duplicate information in markdown that can be derived from code, lockfiles, or type signatures per
no-perishable-information. - Single Topic per Document: Separate reference facts (
references/), procedural playbooks (usecases/), and conceptual explanations. - One Actionable Decision per Sentence: Pack only one load-bearing directive per sentence so humans and agents do not skim past secondary requirements.
Execution Workflows
ai-context: Drafting high-signal context documents for AI agents (SKILL.md,AGENTS.md,CLAUDE.md).readme-md: Writing lean, high-conversion projectREADME.mdfiles that respect reader time.
Domain References
purpose-before-means: Ordering rules so readers understand the goal before the implementation.no-perishable-information: Eliminating drift-prone duplicating of code data.purpose-and-reason: Pairing every rule with its underlying mechanical rationale.rhythm: Designing scannable text rhythm and scannability.
Delegated Skills
humanity-and-humanness: Respect human cognitive processing and inferential reading.poteto-principles: Followminimize-reader-loadandsubtract-before-you-add.anti-slop-engineering: Follow Gate 3 (Taste, Visual Restraint & Clean UI Microcopy) and Gate 0 (Zero Speculative Docs).