randlee

Set up a repo-local just task runner with a root Justfile, optional .just/ helper scripts, and curated help, build, fmt, lint, test, and ci recipes. Use when a repo needs just, a Justfile, .just helpers, or when the user mentions task automation, "just build", "just lint", "just fmt", or dropping in a just system.

Create or harden CLIs intended primarily for AI or system consumption and secondarily for humans. Use when designing or implementing a JSON-first CLI with an MCP-ready contract seam, where every command supports machine output, errors are typed and actionable, mutating commands are auditable via corresponding read commands, and external integrations need simulator-backed testing. Do not use for human-first shell utilities, one-off scripts, or text-only CLIs.

Design stateful simulators for AI-facing CLIs that integrate with devices, networks, services, or databases. Use when a CLI needs realistic simulator-backed testing, configurable fault injection, persistent state, and a swappable adapter boundary so the same business logic runs against live and simulated backends. Do not use for shallow mocks, stateless test doubles, or CLIs with no external integration.

Critically review an existing CLI, MCP wrapper, or CLI plan for AI-first contract quality. Use when evaluating whether a CLI is JSON-first, has an MCP-ready contract seam without JSON reshaping, auditably models state changes, uses stateful simulator-backed testing for external integrations, and returns typed actionable errors. Do not use for general style review or human-first shell UX review.

Run CI quality gates with optional auto-fix and PR creation.

Run Codex tasks via the ai_cli Task Tool runner.

Harden coding, QA, and orchestration agent prompts so they fix issues autonomously instead of letting findings pass through as minor, pre-existing, non-blocking, or technical debt. Use when editing existing agent prompts, review instructions, or orchestration workflows to remove permissive issue-handling behavior and tighten escalation criteria.

Commit staged changes, push to remote, and create PRs for GitHub and Azure DevOps

Guide a consuming repository through `sc-lint-version` adoption using the authoritative consumer-integration workflow, existing CLI testability seams, existing simulators or transcripts, and only thin normalization hooks when unavoidable.

Orchestrate sc-lint sprint work where team-lead coordinates, clint is the sole developer, and quality-mgr enforces the QA gate.

Session initialization for the team-lead identity. Confirms identity and detects whether a full team restore is needed. Only run when ATM_IDENTITY=team-lead.

Run the repo Rust TODO finder during sprint-end or integration review and turn every discovered TODO into a QA finding rather than deferred work.

Orchestrate pre-dispatch QA finding triage as team-lead. Launch one qa-triage agent per finding, collect phase-scoped Turtle records, aggregate by promoted branch, and only then dispatch branch-scoped fix assignments to clint.

Team-lead drives plan hardening after the current plan state already exists in repo docs.

Orchestrate multi-sprint phase execution as team-lead. Manages sprint waves, scrum-master lifecycle, PR merges, clint reviews, and integration branch strategy. This skill is for team-lead only, not for scrum-masters.

Reusable QA orchestration skill for GitHub PRs. Use for multi-pass QA, CI monitoring, and template-driven findings and final quality reports.

Team-lead drives plan hardening after the current plan state already exists in repo docs.

Repair ATM teammate coordination after same-session compaction or resume when atm-dev still exists on disk and the saved leadSessionId still matches the current SESSION_ID, but named-teammate ATM reachability is broken.

Session initialization for the team-lead identity. Confirms identity and detects whether a full team restore is needed. Only run when ATM_IDENTITY=team-lead.

Run or inspect the Phase Z smoke harness for atm-core. Use when implementing or operating `just smoke`, `just smoke fast`, or `just smoke thorough`, when rendering `reports/smoke/*`, when checking the frozen Phase Z row map, or when triaging smoke findings against retained logs and report artifacts.

Create, manage, scan, update, and clean up git worktrees for parallel development with protected branch safeguards. Use when working on multiple branches simultaneously, isolating experiments, updating protected branches (main/develop), or when user mentions "worktree", "parallel branches", "feature isolation", "branch cleanup", "worktree status", or "update main/develop".

Orchestrate atm-core sprint work where team-lead coordinates, arch-ctm is the sole developer, and quality-mgr enforces the QA gate.

Reusable QA orchestration skill for GitHub PRs. Use for multi-pass QA, CI monitoring, and template-driven findings and final quality reports.

Develop, review, and explore Rust code with strict adherence to Pragmatic Rust Guidelines. Use when the user mentions Rust, .rs files, Cargo, clippy, rustdoc, or requests Rust architecture, implementation, or review.

Build a local, self-contained HTML A/B comparison viewer for two or more generated HTML variants (e.g. different template revisions, different data sets, before/after fixes), so a human can pick between panes side-by-side without any external hosting.

Reusable QA orchestration skill for GitHub PRs. Use for multi-pass QA, CI monitoring, and template-driven findings and final quality reports.

Generate a sprint status report for the current phase. Default is --table.

Generate and triage adversarial templates, var-files, and rendering inputs against sc-compose by coordinating bounded background agents, differential and metamorphic checks, minimization, and regression-test promotion. Use when trying to break a rendering subsystem, validating a risky change, hunting parser/validator/rendering edge cases, or turning a confirmed fuzz failure into a unit or CLI test.

Team-lead drives plan hardening after the current plan state already exists in repo docs.

Session initialization for the team-lead identity. Confirms identity and detects whether a full team restore is needed. Only run when ATM_IDENTITY=team-lead.

Repair Claude teammate routing after same-session compaction or resume when sc-compose still exists on disk and the saved leadSessionId still matches the current SESSION_ID, but ATM or teammate reachability is broken.

Orchestrate sc-compose sprint work where team-lead coordinates, comp is the sole developer, and quality-mgr enforces the QA gate.

Create or harden CLIs intended primarily for AI or system consumption and secondarily for humans. Use when designing or implementing a JSON-first CLI with an MCP-ready contract seam, where every command supports machine output, errors are typed and actionable, mutating commands are auditable via corresponding read commands, and external integrations need simulator-backed testing. Do not use for human-first shell utilities, one-off scripts, or text-only CLIs.

Design stateful simulators for AI-facing CLIs that integrate with devices, networks, services, or databases. Use when a CLI needs realistic simulator-backed testing, configurable fault injection, persistent state, and a swappable adapter boundary so the same business logic runs against live and simulated backends. Do not use for shallow mocks, stateless test doubles, or CLIs with no external integration.

Critically review an existing CLI, MCP wrapper, or CLI plan for AI-first contract quality. Use when evaluating whether a CLI is JSON-first, has an MCP-ready contract seam without JSON reshaping, auditably models state changes, uses stateful simulator-backed testing for external integrations, and returns typed actionable errors. Do not use for general style review or human-first shell UX review.

Orchestrate multi-sprint phases where crap (Codex) is the sole developer, with pipelined QA via quality-mgr teammate. Team-lead chooses the review type; quality-mgr chooses the reviewers.

Reusable QA orchestration skill for GitHub PRs. Use for multi-pass QA, CI monitoring with `atm gh monitor`, one-shot PR reporting with `atm gh pr report`, and template-driven findings/final quality reports.

Review Rust architecture plans, crate boundaries, and code for structural design-pattern compliance. Use when the task involves typestate, sealed traits, error contracts, wrapper/newtype design, object safety, interior mutability, or other type-system-driven Rust correctness patterns that go beyond general style guidance.

Develop, review, and explore Rust code with strict adherence to Pragmatic Rust Guidelines. Use when the user mentions Rust, .rs files, Cargo, clippy, rustdoc, or requests Rust architecture, implementation, or review.

Orchestrate multi-sprint Rust phase execution as team-lead. Uses crap as the sole Rust developer and quality-mgr as the QA coordinator, with Rust reviewer selection delegated through quality-mgr.rust.

Reusable QA orchestration skill for GitHub PRs. Use for multi-pass QA, CI monitoring, and template-driven findings and final quality reports.

Orchestrate Wyvern sprint/phase work inside a single Cursor session. Parent spawns reviewers and rust-developer; Task(cursor-quality-mgr) enforces spawn proof, aggregates fenced JSON evidence, triages findings, publishes PR reports, and owns the QA gate. Use when the user asks for /cursor-orchestration, Cursor-session phase/sprint orchestration, or same-session QA via cursor-quality-mgr. Never use ATM quality-mgr or codex-orchestration while this skill governs the session.

Orchestrate sprint work where team-lead coordinates, cwy is the sole developer, and quality-mgr enforces the QA gate.

Orchestrate pre-dispatch QA finding triage as team-lead. Launch one qa-triage agent per finding, collect phase-scoped Turtle records, aggregate by promoted branch, and only then dispatch branch-scoped fix assignments to arch-ctm.

Orchestrate multi-sprint phase execution as team-lead. Manages sprint waves, scrum-master lifecycle, PR merges, cwy reviews, and integration branch strategy. This skill is for team-lead only, not for scrum-masters.

Team-lead drives plan hardening after the current plan state already exists in repo docs.

Repair Claude teammate routing after same-session compaction or resume when wyvern still exists on disk and the saved leadSessionId still matches the current SESSION_ID, but SendMessage or teammate reachability is broken.

Create, manage, scan, update, and clean up git worktrees for parallel development with protected branch safeguards. Use when working on multiple branches simultaneously, isolating experiments, updating protected branches (main/develop), or when user mentions "worktree", "parallel branches", "feature isolation", "branch cleanup", "worktree status", or "update main/develop".

Orchestrate multi-sprint phases where arch-ctm (Codex) is the sole developer, with pipelined QA via quality-mgr teammate. Team-lead tracks findings and schedules fix passes.

Generate a sprint status report for the current phase. Default is --table.

Session initialization for the team-lead identity. Confirms identity and detects whether a full team restore is needed. Only run when ATM_IDENTITY=team-lead.

Reusable QA orchestration skill for GitHub PRs. Use for multi-pass QA, CI monitoring with `atm gh monitor`, one-shot PR reporting with `atm gh pr report`, and template-driven findings/final quality reports.

Orchestrate multi-sprint phase execution as team-lead (ARCH-ATM). Manages sprint waves, scrum-master lifecycle, PR merges, arch-ctm reviews, and integration branch strategy. This skill is for the TEAM-LEAD only, not for scrum-masters.

Launch and verify named teammates that participate in team messaging. Use when setting up a new team member with mailbox polling, troubleshooting why a teammate is not receiving messages, or creating named Claude/Codex/Gemini teammates with team-scoped communication.

Run ATM health diagnostics, present severity-sorted findings, and delegate deep remediation analysis to the atm-doctor agent when critical findings exist.

Develop, review, and explore Rust code with strict adherence to Pragmatic Rust Guidelines. Use when the user mentions Rust, .rs files, Cargo, clippy, rustdoc, or requests Rust architecture, implementation, or review.

Use when the user says things like "bring sc-observability into an existing Rust project" or "adopt sc-observability in a codebase that already has logging". Adopts sc-observability incrementally with a logging-first path and focused migration references for log, tracing, or custom JSONL setups.

Use when the user says things like "set up sc-observability in a new Rust project" or "add structured logging to a new Rust app". Bootstraps a new project with sc-observability from crates.io using the shared light-logging house style, ~/.<app> log roots, and a rendered starter template.

Use when the user says things like "review this project for sc-observability best practices" or "check whether our logging setup matches the sc-observability standard". Reviews a Rust project's observability setup against the shared house style and recommends missing baseline items and easy improvements.

Orchestrate phased work where cobs is the sole developer and quality-mgr enforces the QA gate for sc-observability.

Orchestrate multi-sprint phase execution as team-lead (ARCH-ATM). Manages sprint waves, scrum-master lifecycle, PR merges, cobs reviews, and integration branch strategy. This skill is for the TEAM-LEAD only, not for scrum-masters.

Reusable QA orchestration skill for GitHub PRs. Use for multi-pass QA, CI monitoring with `atm gh monitor`, one-shot PR reporting with `atm gh pr report`, and template-driven findings/final quality reports.

Session initialization for the team-lead identity. Confirms identity and detects whether a full team restore is needed. Only run when ATM_IDENTITY=team-lead.

Thin Claude skill wrapper for Synaptic Canvas package management through `sc --json`.

Team-lead delegates plan hardening to csc after the user has already discussed the plan details with csc.

Orchestrate multi-sprint phases where csc (Codex) is the sole developer, with pipelined QA via quality-mgr teammate. Team-lead tracks findings and schedules fix passes.

Create, manage, scan, update, and clean up git worktrees for parallel development with protected branch safeguards. Use when working on multiple branches simultaneously, isolating experiments, updating protected branches (main/develop), or when user mentions "worktree", "parallel branches", "feature isolation", "branch cleanup", "worktree status", or "update main/develop".

Session initialization for the team-lead identity. Confirms identity and detects whether a full team restore is needed. Only run when ATM_IDENTITY=team-lead.

Orchestrate sc-lint-roslyn sprint work where team-lead coordinates, crl is the sole developer, and quality-mgr enforces the QA gate.

Repair Claude teammate routing after same-session compaction or resume when the sc-lint-roslyn team still exists on disk and the saved leadSessionId still matches the current SESSION_ID, but SendMessage or teammate reachability is broken.

Team-lead delegates plan hardening to crl after the user has already discussed the plan details with crl.

Reusable QA orchestration skill for GitHub PRs. Use for multi-pass QA, CI monitoring, and template-driven findings and final quality reports.

Generate a sprint status report for the current phase. Default is --table.

Session initialization for the team-lead identity. Confirms identity and detects whether a full team restore is needed. Only run when ATM_IDENTITY=team-lead.

Orchestrate multi-sprint phases where chook (Codex) is the sole developer, with pipelined QA via quality-mgr teammate. Team-lead tracks findings and schedules fix passes.

Run the project-local Phase 3 schema drift workflow for approved hook fixtures and generate validated drift artifacts.

Generate a sprint status report for schook. Default is --table.

List, install, or uninstall Synaptic Canvas packages. Use with the `/sc-manage` command.

Run repo startup: prompt load, checklist sync, optional PR triage, worktree hygiene, and CI pull. Best-effort with structured status.