Runs a structured adversarial critique process using opposing reviewer roles and synthesis to expose hidden risks, weak reasoning, and blind spots in code, plans, documents, strategies, or agent outputs.
Langue du texte source : anglais
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SkillsMP a collecté 21 skills depuis davidamitchell/Skills. Ouvrez un skill pour examiner sa source et ses détails.
Affichage de 21 skills collectés sur 21.
Runs a structured adversarial critique process using opposing reviewer roles and synthesis to expose hidden risks, weak reasoning, and blind spots in code, plans, documents, strategies, or agent outputs.
Langue du texte source : anglais
Performs systematic, multi-dimensional code review covering correctness, security, performance, maintainability, and style. Produces actionable, prioritised findings with evidence-based recommendations. Use when asked to review code, audit a pull request, or…
Langue du texte source : anglais
Manages an outcome-focused backlog stored in /work/backlog.md. Handles command-driven operations to add, refine, list, start, complete, and archive work items. Each item is tracked with a status, creation date, and a clear observable outcome statement. Use…
Langue du texte source : anglais
Executes backlog items one at a time — selects the next ready item, decomposes it into atomic actions, performs each action using the appropriate sub-skill, reviews the output, records learnings, and advances the item to done. Use when asked to work the…
Langue du texte source : anglais
Applies SOLID principles, Fielding's REST architectural constraints, Gang of Four design patterns, and Enterprise Integration Patterns to produce well-designed, maintainable software. Use when designing systems, implementing features, making architectural…
Langue du texte source : anglais
Authors a new SKILL.md file from scratch; scans the existing skill library for related skills before drafting to prevent duplication and ensure interoperability, then audits those related skills after drafting to add any required cross-references. Use when…
Langue du texte source : anglais
Ensures all factual statements are bound to verifiable sources, cited precisely at the point of claim, and integrated without disrupting prose flow. Use when producing research, reports, or any writing where every assertion must be independently traceable.
Langue du texte source : anglais
Formats hyperlinked inline citations as Author (Year) anchors placed immediately after the claim they support. Use when writing blog posts, technical documentation, internal knowledge bases, or web-published research summaries that require visible attribution…
Langue du texte source : anglais
Guides implementation of any feature or fix using test-driven development; use when writing new production code, fixing bugs, or changing existing behaviour.
Langue du texte source : anglais
Removes generic, formulaic patterns from AI-generated text to produce more natural, authentic prose. Targets predictable phrases, structural uniformity, false agency, alignment artifacts, and lexical monotony. Use when AI-drafted content feels flat,…
Langue du texte source : anglais
Creates and maintains Architecture Decision Records (ADRs) — structured documents that capture the context, decision, consequences, and alternatives for significant architectural choices. Use when recording a new technical decision, updating the status of an…
Langue du texte source : anglais
Performs rigorous, evidence-driven research using recursive decomposition, iterative verification loops, and disciplined reasoning. Use when asked to research a topic, investigate a question, or gather and synthesize evidence into structured findings.
Langue du texte source : anglais
Enforces strict separation between evidence-based statements and speculative, interpretive, or subjective content. All non-factual content must be explicitly labeled and grounded in known information. Use when producing research, analysis, or factual writing…
Langue du texte source : anglais
Checks a completed research item for logical coherence, alternative explanations, and cross-item integration. Use after research investigation is complete and before the item is marked done. Audit-only — never edits the item.
Langue du texte source : anglais
Audits a completed research item for citation discipline, speculation control, writing quality, and logical coherence. Use after research investigation is complete and before the item is marked done. Audit-only — never edits the item.
Langue du texte source : anglais
Validates and scopes a research question before investigation begins. Use when formulating a new research item, reviewing a drafted question for quality, or checking whether a question is ready to hand to the research skill.
Langue du texte source : anglais
Transforms context into high-quality strategy using Rumelt's Kernel (Diagnosis, Guiding Policy, Coherent Actions) and Porter's trade-off principles. Use when producing strategy documents, evaluating strategic options, or reviewing and critiquing existing…
Langue du texte source : anglais
Delivers structured, constructive critique of written work, arguments, decisions, or plans. Findings are specific, evidence-grounded, and paired with actionable recommendations. Use when asked to review, critique, assess, or improve any piece of work where…
Langue du texte source : anglais
Rewrites complex, technical, or dense text so that a non-expert reader can understand it without losing accuracy or completeness. Use when asked to simplify content, make text more accessible, or adapt specialist material for a general audience.
Langue du texte source : anglais
Produces clear, accurate technical documentation structured for its intended audience — developers, operators, or end users. Covers READMEs, API references, guides, runbooks, and architecture documents. Use when asked to write, audit, or improve technical…
Langue du texte source : anglais
Constructs clear, well-structured persuasive arguments grounded in audience values, sound reasoning, and precise language. Use when building persuasive content, strategic communications, or audience-targeted messaging that must achieve a specific belief or…
Langue du texte source : anglais