all-for-claudecode

Code and component analysis — analyze code, trace flows, audit consistency, inspect components

Architecture analysis and design review

Full auto pipeline — run spec-to-clean cycle automatically for new features

Save session state for later resumption

Resolve spec ambiguities with clarifying questions

Pipeline artifact cleanup and codebase hygiene

Expert consultation — backend, infra, PM, design, marketing, legal, or tech guidance

Bug diagnosis and fix — root-cause analysis for errors, crashes, broken behavior

Diagnose afc plugin setup and health

Explore and structure a product idea — brainstorm, ideate, create product brief

Execute code implementation — implement features, refactors, or planned changes

Project initial setup and tech stack detection

Analyze GitHub issue — investigate bug reports, understand requirements, inspect issues

Generate release artifacts — version bump, changelog, release tags

Review and promote learned patterns to project rules

Implementation design — plan approach, create file change map, design architecture

Post structured review comments to GitHub PR

Manage project coding principles and conventions

Project quality audit — test confidence, error handling gaps, code health

Generate release notes from git history

Technical research — investigate technologies, compare libraries, explore options

Address LLM bot review comments on PR — fix valid issues, dismiss false positives

Restore previous session state

Code review — review code, analyze PR diff, evaluate quality and correctness

Security scan — vulnerability check and threat assessment

Configure afc routing block in global CLAUDE.md

Generate feature specification — write requirements, acceptance criteria, scope

Task decomposition from plan with dependency tracking

Test strategy and writing — unit, integration, e2e tests, coverage improvement

Parallel triage of open PRs and issues

Validate spec/plan/task artifact consistency