Research (as an internal step) a GitHub/GitLab milestone's open issues in order to PRINT a copy-paste autonomous-loop prompt that drives the milestone to completion — behavior-driven (BDD) scenarios, adversarial gap-checking, a per-iteration…
Eight APM-marketplace-authoring gotchas discovered during real migrations from hand-authored .claude-plugin/marketplace.json to APM-managed and from CC-native plugin authoring. Use when: (1) running APM's packaging step (with or without `--dry-run`) or its…
Canonical authoring layout for an APM (microsoft/apm) package, plus the decision matrix for whether you need a `marketplace:` block. Use when: (1) you've run `apm init` and are unsure where SKILL.md / agent .md / command .md files belong (answer: under…
Fix for Claude Code startup error `Plugin directory not found at path: <marketplace_root>/<plugin_name>. Check that the marketplace entry has the correct path.` when the marketplace is a `source: "directory"` marketplace that uses `metadata.pluginRoot` to…
Analyze Claude Code sessions to extract configuration improvements. Use when: (1) Want to optimize Claude Code setup (skills, permissions, CLAUDE.md), (2) Need to find what tools should be pre-granted (repeated permission requests), (3) Looking for skills to…
This skill should be used when the user asks to "migrate quip to obsidian", "download quip images", "fix quip diagrams", "export quip folder", or mentions migrating Quip documents with images/diagrams to Obsidian. Handles complete Quip folder migration…
Generate comprehensive software effort estimation reports that analyze codebase complexity, calculate traditional development effort across five estimation models, and quantify productivity gains from LLM-assisted development. Use when estimating project…
Standalone AIDE-style autoresearch agent: tree-search over candidate solutions (draft/debug/improve operators) for any task directory with a task.md and score.py — ML engineering, heuristic optimization, or harness engineering. Runs the current best…