Agents accountable for helping to maintain human understanding. Ships the `diagnostic-legibility` agent — builds and self-challenges two models of a codebase scope (architectural moving parts and domain concepts) via a five-question retained-challenge cycle, then cross-checks the two collections against each other via a five-question per-direction cycle. The `/diagnose` command surfaces the mutually-corrected models on demand as a readable report. The `ConceptualPipelineMap` template adds a standalone, presentation-agnostic flow-perspective data model; the agent's `scope-resolution` mode answers 'what does my task touch?' (a bounded, disclosed scope from a work task); and its `pipeline` mode traces control flow within that bound into a ConceptualPipelineMap alongside the architectural/domain collections, then cross-checks all three against each other (the maximal six directed pairs) for mutual correction. The `/pipeline-map "<task>"` command renders the task-scoped map as a self-contained HTML flowchart (pinned, SHA-verified Mermaid inlined; no CDN) with a scope-resolution panel, node-detail table, and no-JS fallback; `--predict-change` adds an opt-in change-site prediction (which stages the task will modify and where it will insert new ones) disclosed as a prediction, never a directive.
Plugin diagnostic-legibility from marketplace ai-literacy-superpowers in Habitat-Thinking/ai-literacy-superpowers. Commands read from the repo's manifest — 3 days ago.
/diagnostic-legibility:diagnoseSurface the mutually-corrected legibility models for a codebase scope on demand. /diagnose <scope> drives the full diagnostic-legibility pipeline (build, self-challenge, cross-check) and renders the corrected architectural and domain models as a readable markdown report.
/diagnostic-legibility:pipeline-mapRender the task-scoped conceptual pipeline map for a work task you are considering. /pipeline-map "<task>" drives the diagnostic-legibility agent in mode:pipeline (resolve bound → trace flow → three-way cross-check) and renders the bounded pipeline as a self-contained HTML flowchart (vendored, SHA-p
diagnostic-legibilityUse to build two refined models of a codebase scope — architectural moving parts and domain concepts — using the schema at diagnostic-legibility/templates/legibility-element.md. Constructs each element, applies a five-question self-challenge cycle (Phase B), and cross-checks the two collections agai
The AI Literacy framework's complete development workflow — harness engineering, agent orchestration, literate programming, CUPID code review, compound learning, and the three enforcement loops
41 skills · 32 commands · 20 agents · hooks
Researches and authors Mitchell-extended model cards from a model name.
1 skill · 1 command · 1 agent
Design how agents collaborate, hand off, and stay legible to people.
7 skills · 3 commands
Framework-agnostic design principles for visual perception and hierarchy: how the eye groups elements, where it lands first, and what makes a composition read as ordered. Covers Hierarchy, Proximity, Signal-to-Noise Ratio, Color, Alignment, Legibility, Readability, Gestalt Similarity, Closure, and Figure-Ground Relationship. Drawn from the perception-related entries of 'Universal Principles of Design' (Lidwell, Holden, Butler, 2003) and the broader Gestalt and visual-design research literature.
34 skills
Twelve-skill bundle covering the 《经济学(季刊)》 manuscript lifecycle: workflow router, fit positioning, internationally-legible topic selection, field-benchmarked literature review, structural / quasi-experimental identification, modern staggered-DID compliance, inference rigor, mechanism evidence, figures-over-tables, English abstract, submission preflight, and rebuttal.
12 skills
Design, critique, and test YouTube video thumbnails and preview cards for stronger, better-qualified clicks. Use when developing thumbnail concepts, pairing a thumbnail with a title, directing image creation, checking small-screen legibility, preparing a YouTube experiment, or diagnosing thumbnail performance. Do not use for general video editing, channel strategy, or artwork for another platform.
194 skills
Design and improve compact one-button games from mechanic through gameplay validation.
9 skills
Apply a strict C11 and repository-legibility standard when creating, modifying, refactoring, debugging, fixing, reviewing, or presenting C code.
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