The library

debug-pipeline · Rapid triage of multi-stage data pipeline failures in production with clear diagnostic separation per pipeline stage.

check-security · Pre-launch or post-incident Flutter security audits with scored rubric and priority-ranked remediations tailored to French/multilingual teams.

library · Centralized contract clause and document management with full lifecycle (approval → deprecation → archive) and semantic search across large clause libraries.

deslop · Pre-merge cleanup of AI-generated code that introduced verbose comments, unnecessary error handling, or type-unsafe patterns inconsistent with codebase norms.

speckit.implement · Large feature implementations with interdependent tasks, spec-driven contracts, and multi-stage quality gates (setup, test, build, integration, polish).

memcord-read · Quick memory retrieval during a session without manual slot name specification when project binding is configured.

spec-init · Creating language-agnostic single-source-of-truth specifications for new projects with enforced contracts and versioning.

2_research · Objective technical investigations in large codebases requiring evidence-based answers to specific architectural or behavioral questions.

tasks-spec · When you have a feature design doc and need to break it into parallel-executable LLM-friendly tasks

brainstorm · When you want structured criticism and risk analysis BEFORE coding anything

devlyn.resolve · When you have a mysterious bug and need deep root-cause analysis with test-driven validation

incident · When you have a production incident and need to create properly-escalated tickets immediately

create-pr · When you have UI changes committed and want to auto-generate desktop+mobile screenshots in the PR

finalize · When you've built a feature through iterations and want to remove all experimental branches

query-intel · When you need quick background facts on a person or company for context

forty-five.layout · MoonShine apps needing sidebar/topbar layouts with proper Blade component structure.

lint · Projects using ruff for code formatting and linting with auto-fix support.

draft-changelog · Releases requiring both user-facing and technical changelog entries with versioning.

teach · Students preparing for specific certs with analogies tuned to their background.

review · Code changes requiring quality audits, architecture review, and compliance checks.

lessons · Recording discoveries and learnings during active development without breaking flow

OPSX: Archive · Formal closure of a workflow change with audit trail and optional spec propagation to main

sales-skill · Ad-hoc execution of individual sales workflow skills with real-time UI updates

cozempic · Slimming bloated sessions without losing critical context, enabling longer conversations in constrained token budgets

schema-validation · Centralized routing for plugin marketplace and schema validation across multiple backends

ui-designer · Creating beautiful, accessible interfaces that meet design and usability standards.

doc-reviewer · Catching outdated or inaccurate documentation before publication.

qa-reviewer · Validating user-facing features before production release.

security-reviewer · Detecting OWASP Top 10 issues and enforcing secure-by-default patterns.

cookbook-writer · Creating accessible, copy-paste-ready agent recipes with clear steps.

roadmap-docs-editor · Keep public release wording honest and match verified shipped state

td-architect · Turn a vague idea into a spec multiple builders can implement in parallel

mb · only Claude Code tools allowed by this subagent frontmatter

ada · Satisfactory factory planning that needs exact recipes, ratios, and bottleneck analysis with current game state verification.

QA · Quality assurance that validates features meet acceptance criteria before production release.

dba · When data layer must be explicit and performant before backend implements repositories.

The CFO · Reality-checking startup assumptions when the board needs to hear if numbers actually work.

cto · Making infrastructure or agent-backbone choices with cross-cutting impact across teams.

rag · Building semantic search over regulatory documents (Verordnungen) when 700-word chunks matter.

dba · Building semantic search over regulatory documents (Verordnungen) when 700-word chunks matter.

pam · Front-door assistant when requests mix personal advice, capture, and project execution.

seo · Improving search ranking when structured data and crawlability are critical.

sde · Staff-level coding when production discipline and maintainability matter over speed.

gitnexus-pr-facts-historian · Understanding PR scope before review when changed files, commits, and regressions matter.

edgartools-architect · Planning major EdgarTools changes when beginner-friendly simplicity must survive refactor.

version-bumper · Automating releases when version coordination across repos needed.

pr-fix-implementer · Executing code fixes when the design is locked but implementation needs care.

new-entity · Creating ORM entities when schema design needs code generation.

code-simplifier · Cleaning code when reuse wins matter more than bug hunting.

docs-agent · Keeping docs fresh when code changes need user-facing explanation.