fu7ur3pr00f

Dual-model adversarial review: local and delegated reviewers audit independently, verdicts are synthesized.

Implement the SDD task list. Read tasks and design from memory, write code, run tests.

Archive all SDD artifacts for a change as a single completed record in memory.

Write the technical design for a planned change: components, interfaces, data flows, edge cases.

Explore the codebase to build context for a planned change. First phase of the SDD workflow.

Propose 2–3 solution approaches for a planned change, evaluating trade-offs and recommending one.

Write a formal specification for a planned change: goals, acceptance criteria, constraints.

Break the technical design into an ordered list of atomic, reviewable implementation tasks.

Verify the implementation against the spec's acceptance criteria. Produces a pass/fail verdict.

Analyze skill gaps, career alignment, and market fit using ChromaDB knowledge.

Provide career advice, remember decisions, and guide career development.

Generate ATS-optimized CVs in Markdown and PDF format.

Gather professional data: LinkedIn, GitHub, CliftonStrengths, CV/resume, portfolio.

Search job boards, scan company portals, and track applications.

Python language standards: type hints, error handling, logging, and style conventions.

pytest testing standards: naming, fixtures, isolation, and parametrize patterns.

View and manage career profile, goals, and preferences.

Conventional commit format: type(scope): description. Rules for commit messages, PR prep, and branch cleanup.

Git operations: status, diff, log, branch, add, commit following conventional commit format. Safety-first: destructive ops require explicit confirmation.

GitHub operations via gh CLI: list/view/create/update issues and PRs, manage releases, check action runs. Destructive ops require confirmation.