academic-research-skills
claude5 skills + 35 modes + Material Passport pipeline. Includes v3.6.7 cross-model audit gate and v3.6.8 generator-evaluator contract.
5 skills · 16 commands · 4 agents · hooks
Automated pipeline for Claude Code. Automates the full development cycle: spec → plan → implement → review → clean.
Plugin afc from marketplace all-for-claudecode in jhlee0409/all-for-claudecode. Commands read from the repo's manifest — 1 month ago.
This plugin runs code on your machine — its hooks fire automatically on events like tool use. The exact commands are listed below; read them before installing.
afc:analyzeCode and component analysis — analyze code, trace flows, audit consistency, inspect components
afc:architectArchitecture analysis and design review
afc:autoFull auto pipeline — run spec-to-clean cycle automatically for new features
afc:checkpointSave session state for later resumption
afc:clarifyResolve spec ambiguities with clarifying questions
afc:cleanPipeline artifact cleanup and codebase hygiene
afc:consultExpert consultation — backend, infra, PM, design, marketing, legal, or tech guidance
afc:debugBug diagnosis and fix — root-cause analysis for errors, crashes, broken behavior
afc:doctorDiagnose afc plugin setup and health
afc:ideateExplore and structure a product idea — brainstorm, ideate, create product brief
afc:implementExecute code implementation — implement features, refactors, or planned changes
afc:initProject initial setup and tech stack detection
afc:issueAnalyze GitHub issue — investigate bug reports, understand requirements, inspect issues
afc:launchGenerate release artifacts — version bump, changelog, release tags
afc:learnerReview and promote learned patterns to project rules
afc:planImplementation design — plan approach, create file change map, design architecture
afc:pr-commentPost structured review comments to GitHub PR
afc:principlesManage project coding principles and conventions
afc:qaProject quality audit — test confidence, error handling gaps, code health
afc:release-notesGenerate release notes from git history
afc:researchTechnical research — investigate technologies, compare libraries, explore options
afc:resolveAddress LLM bot review comments on PR — fix valid issues, dismiss false positives
afc:resumeRestore previous session state
afc:reviewCode review — review code, analyze PR diff, evaluate quality and correctness
afc:securitySecurity scan — vulnerability check and threat assessment
afc:setupConfigure afc routing block in global CLAUDE.md
afc:specGenerate feature specification — write requirements, acceptance criteria, scope
afc:tasksTask decomposition from plan with dependency tracking
afc:triageParallel triage of open PRs and issues
afc:validateValidate spec/plan/task artifact consistency
afc-appsec-expertApplication Security specialist — remembers security architecture decisions and threat models across sessions to provide consistent security guidance.
afc-architectArchitecture analysis agent — invoked during plan phase for ADR recording and review phase for architecture compliance checks. Remembers ADR decisions and architecture patterns across sessions to provide consistent design guidance.
afc-backend-expertBackend Staff Engineer — remembers project tech decisions and API patterns across sessions to provide consistent backend guidance.
afc-design-expertUX/UI Designer — remembers design system decisions and usability patterns across sessions to provide consistent design guidance.
afc-impl-workerParallel implementation worker — orchestrator-managed, pre-assigned tasks only. Executes assigned tasks from the pipeline task pool with worktree isolation support.
afc-infra-expertInfra/SRE specialist — remembers deployment topology and operational decisions across sessions to provide consistent infrastructure guidance.
afc-legal-expertLegal/Compliance specialist — remembers regulatory decisions and compliance posture across sessions to provide consistent legal guidance.
afc-marketing-expertGrowth Marketer — remembers growth strategies and analytics decisions across sessions to provide consistent marketing guidance.
afc-pm-expertProduct Manager — remembers product decisions and user insights across sessions to provide consistent product guidance.
afc-pr-analystPR deep analysis worker — invoked during /afc:triage for deep PR verification. Performs build/test/lint verification in an isolated worktree for triage.
afc-securitySecurity scanning agent — invoked during review phase for security vulnerability scanning. Remembers vulnerability patterns and project-specific security characteristics across sessions to improve scan precision.
afc-tech-advisorTech Advisor — remembers technology decisions and stack choices across sessions to provide consistent tooling guidance.
"${CLAUDE_PLUGIN_ROOT}/scripts/session-start-context.sh"
"${CLAUDE_PLUGIN_ROOT}/scripts/pre-compact-checkpoint.sh"
"${CLAUDE_PLUGIN_ROOT}/scripts/afc-post-compact.sh"
"${CLAUDE_PLUGIN_ROOT}/scripts/afc-bash-guard.sh"
"${CLAUDE_PLUGIN_ROOT}/scripts/afc-spec-guard.sh"
"${CLAUDE_PLUGIN_ROOT}/scripts/afc-tdd-guard.sh"
"${CLAUDE_PLUGIN_ROOT}/scripts/track-afc-changes.sh"
"${CLAUDE_PLUGIN_ROOT}/scripts/afc-auto-format.sh"
"${CLAUDE_PLUGIN_ROOT}/scripts/afc-subagent-context.sh"
"${CLAUDE_PLUGIN_ROOT}/scripts/afc-stop-gate.sh"
"${CLAUDE_PLUGIN_ROOT}/scripts/afc-stop-todo-check.sh"
"${CLAUDE_PLUGIN_ROOT}/scripts/afc-stop-failure.sh"
"${CLAUDE_PLUGIN_ROOT}/scripts/afc-session-end.sh"
"${CLAUDE_PLUGIN_ROOT}/scripts/afc-failure-hint.sh"
"${CLAUDE_PLUGIN_ROOT}/scripts/afc-notify.sh"
"${CLAUDE_PLUGIN_ROOT}/scripts/afc-task-completed-gate.sh"
"${CLAUDE_PLUGIN_ROOT}/scripts/afc-subagent-stop.sh"
"${CLAUDE_PLUGIN_ROOT}/scripts/afc-user-prompt-submit.sh"
"${CLAUDE_PLUGIN_ROOT}/scripts/afc-learner-collect.sh"
"${CLAUDE_PLUGIN_ROOT}/scripts/afc-permission-request.sh"
"${CLAUDE_PLUGIN_ROOT}/scripts/afc-config-change.sh"
"${CLAUDE_PLUGIN_ROOT}/scripts/afc-teammate-idle.sh"
"${CLAUDE_PLUGIN_ROOT}/scripts/afc-worktree-create.sh"
"${CLAUDE_PLUGIN_ROOT}/scripts/afc-worktree-remove.sh"
5 skills + 35 modes + Material Passport pipeline. Includes v3.6.7 cross-model audit gate and v3.6.8 generator-evaluator contract.
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