backpropagation
Trace runtime bugs back to spec gaps — identify missing acceptance criteria, update specs, generate regression tests, and detect patterns
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33,758 skills across 2,137 plugins. 142 of them fire as you prompt.
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Trace runtime bugs back to spec gaps — identify missing acceptance criteria, update specs, generate regression tests, and detect patterns
Interactive spec generation — turn ideas into concrete specs with R-numbered requirements and testable acceptance criteria
Internal token optimization for Forge agent artifacts (handoff notes, artifact summaries, review notes). NOT exposed as a user-facing /caveman command.
Brainstorm ideas and stress-test draft plans before coding. Use when
Browser automation for rendered UI exploration, validation, screenshots,
Remove merged local branches and stale git worktrees. Use when the user
Adds a new runbook to an existing doctor and registers it in the runbook index and mode config. Use when extending a doctor's audit coverage with a new check,…
Scaffolds a complete scheduled "doctor" agent directly into the user's repo. The doctor audits app health on a recurring schedule, routes code-fixable findings…
Safe deployment workflow for Drupal 10/11 sites: pre-flight checks, backup, the correct update sequence (composer install, database updates, config import,…
Use this skill when authoring or editing Docker Compose files (compose.yaml / docker-compose.yml), running multi-container stacks, or containerizing a…
Use this skill when running local AI models with Docker Model Runner — the `docker model` CLI — e.g. "run an LLM locally with Docker", "pull a model from the…
Use when the user asks to analyze a GitHub repository's issues/PRs to identify high-value commercial demand opportunities. Triggers:…
@../../../.agents/skills/handle-pr-comments/SKILL.md
Use when adding Storybook to a project that does not have Storybook configured yet.
Use when the user asks about GitNexus itself — available tools, how to query the knowledge graph, MCP resources, graph schema, or workflow reference. Examples:…
Use when the user wants to know what will break if they change something, or needs safety analysis before editing code. Examples: \"Is it safe to change X?\",…
Use when the user wants the GitNexus engineering pipeline run end-to-end on a task: gitnexus-plan (plan depth chosen up front), a blocking gate to execute with…
CLI output formatting standards for worktrunk. Load before editing any code that calls warning_message, hint_message, error_message, info_message, eprintln, or…
Create a new worktrunk worktree (optionally in another repo) and switch this session's working directory into it. Use when launching a session that should work…
Recognize when a mission is a bulk edit and drive the occurrence-classification guardrail on the user's behalf. Triggers: user says any variant of "rename X to…
Run charter interview, generation, context, and sync workflows for project governance in Spec Kitty 3.x. Access doctrine artifacts programmatically via…
Understand how Spec Kitty manages git: what git operations Python handles automatically, what agents must do manually, worktree lifecycle, auto-commit…
This skill should be used when user asks to "query Azure resources", "list storage accounts", "manage Key Vault secrets", "work with Cosmos DB", "check AKS…
This skill should be used when user asks to "clean gone branches", "remove deleted local branches", "prune branches removed from remote", or explicitly invokes…
Comprehensive Cloudflare platform skill covering Workers, Pages, storage (KV, D1, R2), AI (Workers AI, Vectorize, Agents SDK), feature flags (Flagship),…
Manage Bernstein agents - list active agents, inspect their output, kill stalled agents, or stream live logs. Use when the user asks about agents, wants to see…
Show active alerts from Bernstein - failed tasks, stalled agents, budget warnings, blocked tasks needing human intervention. Use when the user asks about…
Review and approve/reject pending tasks or plans in Bernstein. Use when the user asks about approvals, wants to review agent work, or needs to approve/reject a…
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