Mysql
Manage MySQL databases via the mysql CLI. Use when querying, inspecting schema, or managing MySQL databases.
Gitlab
Manage GitLab repositories via the glab CLI. Use when working with merge requests, issues, or CI/CD pipelines.
Github
Manage GitHub repositories via the gh CLI. Use when working with issues, PRs, releases, or repository settings.
Docker
Manage Docker containers and images via the docker CLI. Use when building, running, or debugging containers.
Jira
Manage Jira issues, sprints, and epics via the jira-cli. Use when viewing, creating, or updating Jira issues.
Elasticsearch
Manage Elasticsearch clusters via the REST API. Use when querying, indexing, or managing Elasticsearch indices.
Linear
Manage Linear issues and projects via the linear CLI. Use when viewing, creating, or updating Linear tasks.
Send emails via SMTP or sendmail. Use when sending transactional emails or notifications programmatically.
Postgres
Manage PostgreSQL databases via the psql CLI. Use when querying, inspecting schema, or managing PostgreSQL databases.
Aws
Manage AWS resources via the aws CLI. Use when managing S3, EC2, Lambda, or other AWS services.
Test Driven Development
Drives test-driven development, generates tests for existing code, and reviews coverage quality. Use before implementing any behavior.
Commit Messages
Writes conventional commit messages, PR descriptions, and changelogs from diffs and branch history. Use when staging a commit.
Release Notes
Manages semantic versioning, release notes, changelog generation, and scheduled reports. Use before every release.
Institutional Knowledge
Holds institutional knowledge about members, conventions, and architecture. Use before authoring new members or researching patterns.
Code Review
Conducts multi-axis code review across correctness, readability, architecture, security, and performance. Use before merging any change.
The Oracle
Holds institutional knowledge about the Agenthood — member format, naming conventions, layer taxonomy, registration maps, and convention rationale. Ask before authoring a new member, extending the Society, or researching structure. Saves tokens. No exploration required.
The Envoy
Detects active AI providers, translates Agenthood skill files to provider-native formats, validates convention enforcement across runtimes, and generates bootstrap configs for new provider onboarding. One Society. Every runtime. No exceptions.
Society Integrity
Audits member files for internal consistency, cross-member contradictions, and structural drift. Use when validating member structure.
Context Economy
Monitors context window capacity, routes tasks to minimal member set, and triggers session triage. Use when managing session capacity.
Kubernetes
Manage Kubernetes clusters via kubectl. Use when deploying, inspecting, or debugging Kubernetes resources.
Datadog
Monitor infrastructure and applications via Datadog API and CLI. Use when querying metrics, logs, or managing monitors.
Security And Hardening
Reviews code for security vulnerabilities, dependency risks, and access control issues. Use before merging security-sensitive changes.
Validation And Enforcement
Validates commit messages, PR titles, branch health, and repository standards. Use to enforce conventions and run health checks before merge.
The Inspector
Solve and generate challenging multimodal visual-reasoning questions involving pixel ranking, cross-panel coordinate mapping, graph-cut side classification, and confidence-bearing answer extraction. Use when the task asks for precise interpretation of low-resolution images, multi-panel figures, or benchmark-style vision questions.
Sentry
Monitor and debug application errors via the Sentry CLI. Use when triaging production errors or managing releases.
The Doorman
Validates commit messages, PR titles, branch health, and repository standards. Use to enforce conventions locally and in CI, run health checks, and audit repository hygiene. Nothing gets in without proper credentials.
Redis
Manage Redis via the redis-cli. Use when interacting with Redis caches, queues, or key-value stores.
Runtime Health
Manages runtime health, deployment, incidents, rollback, and monitoring. Use during deployment verification and incident triage.
Documentation
Creates and maintains documentation, READMEs, ADRs, and API references. Use when documentation is missing or outdated.
Code Smell Detection
Detects code smell, complexity violations, architectural boundary breaches, and dead code. Use for codebase quality scans.
Debugging And Error Recovery
Diagnoses errors, traces root causes, and guides systematic recovery. Use when encountering any error, failing test, or unexpected behavior.
Goal Refinement
Translates ambiguous goals into structured problem statements, success criteria, and ranked priorities. Use when requirements are vague.
Spec Driven Development
Creates structured specifications before coding. Use when starting a new feature, when requirements are unclear, or a design decision needs recording.
Cross Provider Translation
Detects AI providers, translates skill files to provider-native formats, and validates conventions. Use when onboarding new providers.
Mongodb
Manage MongoDB databases via the mongosh CLI. Use when querying, inspecting, or managing MongoDB collections.
Telegram
Send messages and manage Telegram bots via the Bot API. Use when sending notifications or building chat interactions.
The Mailman
Manages message delivery, content scheduling, notification dispatch, and cross-posting across channels. Use before publishing any scheduled content, when configuring notification pipelines, or when setting up cross-platform distribution workflows.