orchestrate
Task
orchestrate in plugins/python3-development/skills/orchestrate/
If orchestrate is empty, derive the task from the conversation so far. If no task can be derived, ask the user to describe what they want built or changed before proceeding.
Step 1 — Read the orchestration guide (MANDATORY)
Read ../python3-development/references/python-development-orchestration.md.
Do not proceed to Step 2 until this file has been read. It contains agent selection criteria, workflow patterns, quality gates, and multi-agent chaining patterns you will need to fill in Step 2.
Step 2 — Route to track
flowchart TD
Q{"Does the task meet ANY of:<br>- user said 'add a feature', 'plan', or 'track'<br>- requires ≥ 2 agents in sequence<br>- spans multiple files/modules<br>- needs durable progress tracking across turns"}
Q -->|"Yes"| SAM["SAM Track → Step 3A"]
Q -->|"No — single focused task:<br>fix a bug, write tests for one file,<br>review code, one-shot refactor"| Direct["Direct Track → Step 3B"]
More from jamie-bitflight/claude_skills
perl-lint
This skill should be used when the user asks to lint Perl code, run perlcritic, check Perl style, format Perl code, run perltidy, or mentions Perl Critic policies, code formatting, or style checking.
28brainstorming-skill
You MUST use this before any creative work - creating features, building components, adding functionality, modifying behavior, or when users request help with ideation, marketing, and strategic planning. Explores user intent, requirements, and design before implementation using 30+ research-validated prompt patterns.
18add-doc-updater
Add automated documentation updater to any Claude skill. Creates a Python sync script that downloads upstream docs, processes markdown for AI consumption, and maintains local cache with configurable refresh. Collects template variables, then delegates implementation through 5-phase workflow. Use when adding auto-updating reference documentation to plugins or skills.
11work-backlog-item
Use when working, planning, or closing a backlog item. Bridges backlog items to SAM planning with GitHub Issue/Project/Milestone tracking. No args: interactive browser. '#N': load from GitHub Issue #N. Title substring: auto-grooming, RT-ICA gate, GitHub sync, SAM planning. '--auto {title}': autonomous mode — no AskUserQuestion, derives data from research files, logs decisions. 'close {title}': dismiss without completion — reason required (duplicate, out_of_scope, superseded, wontfix, blocked). ADR-9. 'resolve {title}': mark DONE with evidence trail — summary required. ADR-9. 'setup-github': init labels, project, milestone. '--language' and '--stack' select Layer 1/2 profile. STOPS if item has Plan field or RT-ICA returns BLOCKED.
11agent-browser
Browser automation CLI for AI agents. Use when the user needs to interact with websites, including navigating pages, filling forms, clicking buttons, taking screenshots, extracting data, testing web apps, or automating any browser task. Triggers include requests to "open a website", "fill out a form", "click a button", "take a screenshot", "scrape data from a page", "test this web app", "login to a site", "automate browser actions", or any task requiring programmatic web interaction.
11python3-review
Comprehensive Python code review checking patterns, types, security, and performance. Use when reviewing Python code for quality issues, when auditing code before merge, or when assessing technical debt in a Python codebase.
11