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    reverse anything

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    Reverse-engineer websites, apps, and codebases into evidence-backed blueprints and clean-room reconstructions.

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    reverse anything

    reverse anything

    Example session with this skill installed

    Reverse engineer the structure of https://example-saas-ui.com into a React blueprint and check the fidelity of my current reconstruction.

    • Read your context and instructions
    • Compiled the reverse anything

    I have initiated the PROMETHEUS engine to deconstruct the target artifact. The forensics division has extracted the layout and component hierarchy, and the fidelity squads have audited the current scaffold against the Mirror Ledger.

    Reverse Engineering Report: example-saas-ui

    AxisScoreStatusNotes
    Structure0.88PASSNav contract and grid layout match capture.
    Copy0.45FAILPlaceholder text detected in 4 components.
    Visual0.82PASSCSS variables aligned with evidence palette.
    Behavior0.60FAILModal triggers missing in rebuilds/dashboard.
    Composite0.68NO-SHIPBelow 0.75 threshold for deployment.

    Evidence Artifacts Generated

    • warroom/evidence/example-saas-ui.json: 14 components identified, 3 asset groups flagged.
    • warroom/blueprints/example-saas-ui-blueprint.md: Mapped 4 main routes and 12 UI units.
    • warroom/ledger.jsonl: Recorded initial baseline for fidelity tracking.

    Next steps

    1. Run prometheus rebuild --stack react to populate the missing modal logic in the dashboard unit.
    2. Replace placeholder copy in the Hero and Pricing components to resolve the Redline Guard flags.
    3. Execute prometheus delta "implement modal state hooks" to update the behavioral fidelity score.

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    About this skill

    Reconstructing complex systems from existing artifacts often results in messy code and broken assumptions. This skill provides a deterministic framework for reverse-engineering websites, apps, and codebases into evidence-backed blueprints and clean-room reconstructions.

    What it does

    • Structure Extraction captures site architecture, navigation patterns, and asset registers using a forensics pipeline.
    • Evidence-Backed Blueprinting generates component trees and assumption registers where every claim carries provenance.
    • Scaffolded Reconstruction produces one-to-one file mappings for HTML, React, or documentation stacks.
    • Fidelity Auditing scores the rebuild across structural, visual, and behavioral axes to ensure accuracy.
    • Clean-Room Enforcement flags protected assets and copy to ensure reconstructions use original code and wording.

    How it works

    1. RECON Run prometheus reverse <target> to capture raw structure and assets into a JSON evidence file.
    2. BLUEPRINT Execute prometheus blueprint to convert evidence into a versioned component tree and nav contract.
    3. REBUILD Use prometheus rebuild --stack <type> to generate a file-per-unit scaffold for implementation.
    4. FIDELITY Run prometheus fidelity to generate axis scores and verify the build against the Mirror Ledger.

    Frameworks & tools

    Built for Python 3.10+ environments. It uses a deterministic CLI tool (prometheus) and optional Playwright for rich captures. Compatible with Claude Code, Cursor, and any agent with shell and file system access.

    Why this beats prompting it yourself

    Generic prompts often hallucinate missing logic or ignore structural nuances. This skill uses a 21,760-agent deterministic corps and the Mirror Ledger to prevent regressions, ensuring every rebuild is measurably better than the last.

    Use cases

    • Legacy Migration Reconstruct outdated frontend interfaces into modern React component libraries.
    • Competitive Analysis Deconstruct public workflows or research papers into editable technical blueprints.
    • Protocol Documentation Map undocumented API behaviors or site structures into formal documentation scaffolds.
    • Clean-Room Cloning Build functional alternatives to existing tools while adhering to IP redline guardrails.

    Known limitations

    Site capture requires a network connection with a 15-second timeout. Requires manual installation of Playwright for rich asset capture; core logic is offline-first.

    How to use

    Skills on Agensi run inside your AI agent. Copy the prompt, paste it into your agent, and it connects to Agensi and installs this skill for you. If a payment is needed, your agent shows it to you first.

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    Requires

    Python

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