docs: write CYCLE_8_REPORT.md and upgrade CI pipelines

[NITISH-R-G]

docs: write CYCLE_8_REPORT.md and upgrade CI pipelines

• Add .mypy_cache and .ruff_cache to gitignore
• Add bandit and mypy to pyproject.toml dev dependency
• Run bandit and openenv validate in github actions CI
• Suppress gradio attr-defined false positive errors
• Pin jscpd to v4.0.0 and ignore dist/ and build/

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PR created automatically by Jules for task 15625493636782910913 started by @NITISH-R-G

Summary by Sourcery

Align local validation tooling with CI and document the Cycle 8 repository health and improvements.

New Features:

• Add a Cycle 8 report documenting repository health, risks, and planned improvements.

Enhancements:

• Add Bandit SAST and OpenEnv validation steps to the code-quality GitHub Actions workflow.
• Pin jscpd to version 4.0.0 and expand its ignore patterns to exclude build and dist artifacts.
• Suppress Gradio-related mypy attr-defined false positives in the demo UI code by adding targeted type-ignore annotations.
• Add bandit and mypy as development dependencies in pyproject.toml.

Build:

• Add .mypy_cache and .ruff_cache directories to .gitignore to avoid committing local analysis caches.

CI:

• Install bandit and openenv-core in CI and run Bandit and OpenEnv validation as part of the code-quality workflow.
• Pin the jscpd version used in CI and update its configuration to reduce noise from generated artifacts.

Documentation:

• Add CYCLE_8_REPORT.md capturing repository health, competitor analysis, priority improvements, and metrics.

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Reviewer's Guide

Updates CI/code-quality tooling to align with local validation (Bandit, OpenEnv, mypy), pins and scopes duplicate-code checks, suppresses Gradio type-checking noise, and adds a written Cycle 8 report plus gitignore improvements.

File-Level Changes

Change	Details	Files
Extend CI code-quality workflow to run security and environment validation and stabilize duplicate-code detection.	Install bandit and openenv-core alongside existing Python tooling in the code-quality workflow job. Add a Bandit SAST step configured to recurse the repo using pyproject.toml. Add an OpenEnv validation step that runs openenv validate . in CI. Pin jscpd to version 4.0.0 in the Node job to avoid version drift. Broaden jscpd ignore patterns to exclude dist/ and build/ directories from duplicate-code checks.	.github/workflows/code-quality.yml
Align dev dependencies and ignore rules with the tools used in validation scripts.	Add bandit and mypy to the dev extras in pyproject.toml so local validation has required tools installed. Ignore mypy and Ruff cache directories to keep VCS clean.	pyproject.toml .gitignore
Suppress false-positive Gradio attribute-defined errors from static type checking.	Add # type: ignore[attr-defined] to multiple gradio component .click calls to silence spurious mypy/ruff errors while preserving behavior.	viz/gradio_demo.py
Document the Cycle 8 CI and DX improvements and rationale.	Add CYCLE_8_REPORT.md describing repository health, gaps, priority improvements, sprint plan, and metrics impacted by the CI and tooling changes.	CYCLE_8_REPORT.md

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