Julian0444

Use this skill when the user has a rough idea, wants to explore a feature, or says "let's brainstorm" or "help me design." The goal is to refine an idea into a validated design doc before any code is written.

Use this skill when ending a session and you want the next session to pick up where you left off. The goal is to capture enough context for seamless session continuity.

Use this skill when starting feature work that needs isolation from the current workspace, or when you need to work on multiple branches simultaneously. The goal is to create an isolated worktree with a verified clean baseline.

Use this skill when fixing a bug caused by invalid data reaching deep into execution. The goal is to add validation at every layer the data passes through, making the bug structurally impossible to reproduce.

Use this skill when documentation has drifted from the codebase, needs an inventory, or should be archived.

Autonomous implementation pipeline. Reads a plan file, reviews it adversarially,

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Use this skill when you have analysis results, review findings, or session insights that need to be converted into an actionable implementation plan. The goal is to transform observations into prioritized, executable tasks.

Generate protocol-compliant adapter stubs for Bucket 3 operations requiring external services. Use when the user requests "adapter stub", "dry run", "Bucket 3", "Linear ticket stub", "Kafka stub", or needs a fail-soft fallback for unavailable services.

Refine rough ideas into validated design docs through collaborative dialogue. Use when the user says "brainstorm", "help me design", "explore a feature", "let's think about", or has a vague idea that needs structure before coding.

Add multi-layer validation to fix bugs caused by invalid data. Use when debugging data corruption, invalid input reaching deep execution, "defense in depth", or when a bug needs structural prevention at every layer.

Capture session context for seamless continuity. Use when the user says "handoff", "wrap up", "end session", "pass the baton", "save progress", or needs to preserve working state for the next session.

Adversarial code review that iterates to convergence. Use when the user says "hostile review", "adversarial review", "tear this apart", "find all issues", or needs a thorough skeptical review of code or design.

Convert analysis results or review findings into actionable implementation plans. Use when the user says "turn insights into a plan", "prioritize findings", "action items from review", or has unstructured observations that need to become executable tasks.

Classify PRs and produce a priority-ordered merge plan. Use when the user says "merge order", "which PR first", "merge plan", or has multiple PRs targeting the same branch that need sequencing.

Generate YAML ticket contract templates with deterministic repo detection. Use when the user says "create ticket", "ticket template", "plan ticket", "YAML contract", or needs a structured ticket from a plan or task description.