Systematic self-debugging workflow for agents experiencing repeated failures, loops, or context drift.

Build an evidence-backed ECC install plan by sorting project components into daily and library buckets.

Manage AI-driven development with eval-first execution, task decomposition, and model routing.

Orchestrate multiple AI tools into cohesive, brand-consistent creative campaigns and production pipelines.

Route your situation to the right skill or engineering flow across your repository.

Master Bitbucket workflows, pull requests, CI/CD pipelines, and Jira integrations.

Create and structure custom slash commands with frontmatter, dynamic arguments, and file references.

Stage and commit uncommitted changes using conventional commit messages and automated cleanup.

Orchestrate an end-to-end workflow for researching, writing, testing, fact-checking, and optimizing JavaScript documentation.

Coordinate API and event schemas between consumers and providers with a single authoritative contract.

Configure deep agent architectures, built-in middleware, backends, and modular skills for LangChain.

Delegate independent tasks to specialized parallel subagents with isolated context to save time.

Design task-local harnesses, eval gates, and reusable skill extraction for adaptive agent workflows.

Execute an implementation plan task by task in the current session with ledger tracking and TDD enforcement.

Guide your agent through version control best practices, conventional commits, and branching strategies.

Navigate the Gitflow workflow with rules for branching, merging, versioning, and pull requests.

Guide your agent through GitHub best practices for pull requests, code reviews, actions, and repository management.

Guide GitLab workflows with best practices for merge requests, CI/CD pipelines, and issue tracking.

Build safe and efficient EMR/EHR systems with clinical workflows, safety patterns, and accessible UI.

Convert repeated Hermes workflows into sanitized, reusable ECC skills without exposing private state.

Extract and persist user preferences, communication styles, and behavioral rules across sessions.

Assign canonical roles to project documentation and wire your agent harness to prevent documentation rot.

Design a goal-oriented agent loop or review an existing one for failure modes and runaway prevention.

Process a completed meeting into a clear debrief, decision list, action items, and follow-up drafts.