cyberneticlibrary

The library

Everything we index — ranked by what works, never by stars.

WORKS 48
Design Prisma schemas and migrationssubagentEngineeringL2
database-admin · Crafting zero-downtime migrations and optimizing query patterns.
WORKS 48
Verify project identity and sourcessubagentL2
mirror-verifier · Solving mirror-verifier-specific problems that require domain expertise.
WORKS 48
Build React components and pagessubagentEngineeringL2
ui-builder · Creating reusable component specs without writing React code.
WORKS 48
Extract short-form video momentssubagentMarketingL2
clip-agent · Solving clip-agent-specific problems that require domain expertise.
WORKS 48
Audit iPad-first user experiencesubagentProductL2
ux-auditor · Ensuring responsive iPad-first layouts with compliant gestures and no modals before ship.
WORKS 48
Initialize and verify dev infrastructuresubagentEngineeringL4
devops · Setting up repeatable, idempotent dev environments with smoke-test CI validation.
WORKS 48
Analyze codebase structure and qualitysubagentEngineeringL2
gsd-codebase-mapper · Documenting codebase structure and patterns to guide future implementations.
WORKS 49
Review and improve pull requestssubagentEngineeringL2
pr-cleanup-reviewer · Addressing test failures and reviewer feedback systematically with detailed GitHub updates.
WORKS 48
Audit design system compliancesubagentProductL2
uiux-designer · Catching spacing, hierarchy, and interaction issues in PWA UIs before launch.
WORKS 47
Review code against project rulessubagentEngineeringL1
code-reviewer · Enforcing project-specific code standards across all PR changes.
WORKS 48
Review code for defects and correctnesssubagentEngineeringL1
quality-inspector · Finding runtime defects and standards violations in frontend PRs.
WORKS 48
Write conventional commit messagessubagentEngineeringL1
conventional-commit-writer · Generating precise conventional commit messages that document intent correctly.
WORKS 48
Sync RIPDPI codebase findings to vaultsubagentEngineeringL2
ripdpi-vault-sync · Keeping documentation wikis in sync with codebase changes automatically.
WORKS 51
Review BehaviorTree node implementationssubagentEngineeringL2
behaviortree-reviewer · Auditing BehaviorTree.CPP nodes for non-blocking ticks and correct base-class choice.
WORKS 48
Write and run tests for sigclisubagentEngineeringL2
tester · Writing and running isolated unit tests with mocked dependencies.
WORKS 48
Create structured development workflow promptssubagentEngineeringL2
prompt-writer · Creating structured feature prompts with GitHub issue integration for dev workflows.
WORKS 48
Audit DayZ mods for compliancesubagentEngineeringL2
dayz-mod-reviewer · Providing subagent-level automation for dayz mod reviewer tasks.
WORKS 48
Create development project planssubagentEngineeringL2
planner · Providing subagent-level automation for planner tasks.
WORKS 48
Generate tests and analyze coverage gapssubagentEngineeringL2
aether-probe · Providing subagent-level automation for aether probe tasks.
WORKS 44
Verify code review findingssubagentEngineeringL2
code-review-part-4-three-state-verification-phase · Providing subagent-level automation for code review part 4 three state verification phase tasks.
WORKS 48
Reassign team member work across systemssubagentOpsHRL3
reassignment-helper · Providing subagent-level automation for reassignment helper tasks.
WORKS 48
Implement gloggur featuressubagentEngineeringL2
feature-implementation · Providing subagent-level automation for feature implementation tasks.
WORKS 48
Check code quality against specificationssubagentEngineeringL1
trellis-check · Providing subagent-level automation for trellis check tasks.
WORKS 48
Access code examples librarysubagentEngineeringL1
examples · Providing subagent-level automation for examples tasks.
WORKS 48
Coordinate with Cass directlysubagentOpsL2
cass-chat · When an AI Daemon needs real-time debugging, testing, or relationship-building with Cass beyond document-based coordination.
WORKS 48
Audit Akeneo API client coveragesubagentEngineeringL2
akeneo-api-auditor · When you need to sync a TypeScript Akeneo client with the official REST API spec, finding missing endpoints and type mismatches before implementation.
WORKS 48
Manage Figma-to-Webflow production workflowsubagentOpsProductL3
pm · When orchestrating multi-phase Figma-to-Webflow conversions that require approval gates, workspace state tracking, and parallel section builder coordination.
WORKS 48
QA test freediving Garmin appssubagentEngineeringL2
qa · When releasing a freediving feature (timer, cues, pause/resume) and you need risk-based verification that state machine is sound and edge cases are covered.
WORKS 58
Review code before pull requestsubagentEngineeringL1
code-reviewer · Before submitting GitHub PRs, when you need to catch semantic bugs (wrong values passed, wrong recipient, stale captures) that diff-only reviews miss.
WORKS 48
Develop GhostDrive storage pluginssubagentEngineeringL3
dev-plugin · When implementing a new backend plugin (WebDAV, S3, CephFS) that must conform to StorageBackend interface and pass deterministic gap-analysis checks.
WORKS 48
Set up DevOps infrastructure and CI/CDsubagentEngineeringOpsL3
devops · When moving from Docker Compose dev environment to production Kubernetes, setting up liveness/readiness probes and external secrets.
WORKS 55
Catch bugs and security issues in codesubagentEngineeringL1
review-agent · Before merging, when you need a senior engineer review catching correctness bugs, security issues, and maintainability problems.
WORKS 48
Verify implementation against specificationsubagentEngineeringL2
writ-spec-reviewer · Runs BEFORE code-quality review per plan Section 7.1 — when you need spec compliance verification in isolation.
WORKS 54
Scan code for specific review focus areassubagentEngineeringL1
review-scan · Launch multiple in parallel (one per focus area), then pass all results to review-fix — depth over breadth in each area.
WORKS 48
Convert specifications into project taskssubagentOpsProductL2
Senior Project Manager · When you have a spec and need to break it into 30-60 minute developer tasks with exact file lists and acceptance criteria.
WORKS 48
Verify security vulnerabilities automaticallysubagentEngineeringL3
vuln-verifier · Disparity gate after vuln-hunter: independently verify a candidate is a real, present-day, exploitable issue (not false positive).
WORKS 48
Review MCP server integrations safelysubagentEngineeringL3
mcp-reviewer · When updating MCP servers, verify tool safety and schema quality before integration with host.
WORKS 48
Test web applications for qualitysubagentEngineeringProductL3
web-qa-tester · When a new web page or component has been implemented and you need QA verification before release.
WORKS 55
Write and validate test suitessubagentEngineeringL2
worker-tester · When you need TDD validation: write tests that match spec, then verify implementation passes them.
WORKS 48
Refactor code safely with testssubagentEngineeringL2
tdd-refactorer · When improving code quality through structured red-green-refactor cycles with strong test guards.
WORKS 48
Audit claims against authoritiessubagentL2
verifier · When you need to audit a set of claims against official authorities with structured taxonomy output.
WORKS 48
Design game worlds and levelssubagentProductL3
level-designer · When designing game levels that balance mechanics, difficulty, and player progression.
WORKS 48
Plan and coordinate multi-team projectssubagentOpsL3
project-manager · When you have a PRD and need to break it into multi-agent task plans with proper routing and coordination.
WORKS 48
Build features and fix bugssubagentEngineeringL3
coder · When writing, modifying, or reviewing code in the LiverRa project with its specific conventions and architecture.
WORKS 53
Review code for security riskssubagentEngineeringL2
security-auditor · When you need adversarial security assessment of auth, routing, input handling, and data flow in a production codebase.
WORKS 48
Manage Docker and CI/CD pipelinessubagentEngineeringOpsL4
devops · When you need to set up multi-stage Docker builds, CI/CD pipelines, and environment-variable management for the project.
WORKS 48
Build backend APIs with TDDsubagentEngineeringL3
backend-developer · When you need to write tests-first backend endpoints with authentication, database operations, and middleware integration.
WORKS 48
Shape projects using ShapeUpsubagentOpsProductL2
shapeup · When you need to create well-shaped pitches with appetite, risk, and scope for cycle planning.
WORKS 48
Implement server-side featuressubagentEngineeringL3
backend · When you need to write tests-first backend endpoints with authentication, database operations, and middleware integration.
WORKS 48
Release and deploy mobile appssubagentEngineeringOpsL4
release · When you need to run smoke tests, bump versions, and submit build to App Store Connect with security audit trail.
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