FarzamMohammadi/dev-toolbox

FarzamMohammadi/dev-toolbox

Agent Claude Code

Analyze blind comparison results to understand WHY the winner won and generate improvement suggestions.

FarzamMohammadi/dev-toolbox

Agent Claude Code

Compare two outputs WITHOUT knowing which skill produced them.

FarzamMohammadi/dev-toolbox

Agent Claude Code

Evaluate expectations against an execution transcript and outputs.

FarzamMohammadi/dev-toolbox

Agent Claude Code

Documentation refinement specialist. Use proactively to review and polish .md files for clarity, brevity, and efficiency. Accepts file or directory path.

FarzamMohammadi/dev-toolbox

Agent

Adversarial quality checker - attacks the research methodology, finds weaknesses, identifies gaps.

FarzamMohammadi/dev-toolbox

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Real-world evidence researcher - seeks practical examples, implementations, case studies, and industry perspectives.

FarzamMohammadi/dev-toolbox

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Master controller for the Research Parliament - manages phases, coordinates agents, decides completion.

FarzamMohammadi/dev-toolbox

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Academic and authoritative source researcher - seeks peer-reviewed, official, and rigorous sources.

FarzamMohammadi/dev-toolbox

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Counter-evidence researcher - actively seeks criticisms, failures, edge cases, and disconfirming evidence.

FarzamMohammadi/dev-toolbox

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Conflict resolver and insight generator - synthesizes all findings into coherent conclusions with meta-insights.

FarzamMohammadi/dev-toolbox

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Claim verification specialist - cross-references all claims, scores source credibility, calculates confidence.

FarzamMohammadi/dev-toolbox

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Layer 1 agent that collects all necessary context before writing begins. Gathers topic details, audience profile, goals, constraints, research findings, and competitive analysis. Outputs a comprehensive context document that informs all subsequent layers.

FarzamMohammadi/dev-toolbox

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Layer 8 agent that handles grammar, consistency, and fact preparation. Takes line-edited content and performs grammar/punctuation checks, consistency verification, link validation, code syntax verification, and reading level checks. Prepares fact-check queue for Layer 9.

FarzamMohammadi/dev-toolbox

Agent

Layer 6 agent that executes the actual writing. Takes the finalized section map and produces draft content section by section. Applies voice consistency, cognitive load principles, humanization techniques, and narrative elements. This is where content is born.

FarzamMohammadi/dev-toolbox

Agent

Layer 9 agent that verifies claims and gathers supporting resources. Takes copy-edited draft with fact-check queue and performs web searches for verification, validates sources, gathers visuals/documents/links, and creates a resource embedding plan for final assembly.

FarzamMohammadi/dev-toolbox

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Layer 10 agent that combines everything into the final publication-ready document. Embeds resources at marked locations, adds title/subtitle/meta, adds shoutouts/attributions, adds footnotes/references, performs final proofread, and formats for target platform.

FarzamMohammadi/dev-toolbox

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Layer 7 agent that polishes voice, tone, and flow. Takes draft content and refines how it "sounds and feels." Performs read-aloud testing, voice consistency checks, sentence variety analysis, AI tell elimination, emotional resonance enhancement, and transition smoothing.

FarzamMohammadi/dev-toolbox

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Layer 5 agent that validates the section map before writing begins. Checks for coverage completeness, redundancy, flow coherence, depth balance, and missing perspectives. Prepares section map for user approval.

FarzamMohammadi/dev-toolbox

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Layer 2 agent that creates high-level content structure. Takes context document and produces a logical outline with 5-7 sections, appropriate framework selection (AIDA, PAS, Hero's Journey), and brief section descriptions. Outputs outline ready for user approval.

FarzamMohammadi/dev-toolbox

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Layer 3 agent that performs the first review checkpoint. Compares outline against context document to ensure alignment, identifies gaps, suggests improvements, and prepares clear presentation for user approval.

FarzamMohammadi/dev-toolbox

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Layer 4 agent that creates detailed plans for each section of the content. Takes approved outline and generates specific objectives, key points, examples, research tasks, transitions, and visual requirements for each section. Outputs a comprehensive section map for the writing phase.

FarzamMohammadi/dev-toolbox

Agent

Master orchestrator for the 10-layer writing pipeline. Coordinates all specialized agents, manages state between layers, handles quality gates, and supports pause/resume functionality. Use this agent to run the complete writing workflow from context gathering through final assembly.