By zierocode
Solo developer SDLC framework for Claude Code — spec-first, TDD, automated testing, brain-integrated
Project audit across 9 dimensions — security, efficiency, quality, docs, architecture, observability, deps, performance, external research. Produces scored findings for backlog.
Capture a new backlog item — problem, motivation, rough scope. First stage of the SDLC pipeline.
Display the active design brief from .zie/handoff.md, or report when none exists.
Chore track — maintenance tasks with no spec required
Debug path — skip ideation, go straight to systematic bug investigation and fix.
Verify CLAUDE.md and README.md are in sync with commands/skills/hooks on disk. Returns claude_md_stale and readme_stale verdicts.
Review a completed task implementation against its acceptance criteria. Returns APPROVED or Issues Found with specific feedback.
Review an implementation plan for completeness, TDD structure, and task granularity. Returns APPROVED or Issues Found with specific feedback.
Format a retrospective summary from a compact JSON bundle. Produces five structured retro sections and ADR entries.
Review a design spec for completeness, clarity, and YAGNI. Returns APPROVED or Issues Found with specific feedback.
Discovery skill — read project context, research best practices, synthesize opportunities, discuss with Zie, write .zie/handoff.md ready for /sprint.
Systematic debugging — reproduce, isolate, fix, verify. Uses zie-memory to surface known failure patterns.
Verify CLAUDE.md and README.md are in sync with actual commands/skills/hooks on disk. Returns JSON verdict.
Review a completed task implementation against its acceptance criteria. Returns APPROVED or Issues Found with specific feedback.
Load shared context bundle (ADRs + project context) once per session. Returns context_bundle for downstream reviewers.
Executes bash commands
Hook triggers when Bash tool is used
Modifies files
Hook triggers on file write and edit operations
Uses power tools
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Uses Bash, Write, or Edit tools
Uses Bash, Write, or Edit tools
Runs pre-commands
Contains inline bash commands via ! syntax
Runs pre-commands
Contains inline bash commands via ! syntax
Solo developer SDLC framework for Claude Code. Spec-first, TDD, automated testing, brain-integrated.
claude plugin install zierocode/zie-framework
| Command | Stage | Description |
|---|---|---|
/init | Bootstrap | Initialize framework in a project |
/status | Anytime | Show current SDLC state |
/resync | Anytime | Rescan codebase + update knowledge docs |
/backlog | 1 — Capture | Capture a new backlog item |
/spec | 2 — Design | Write a design spec with reviewer loop |
/plan | 3 — Plan | Draft implementation plan + approval |
/implement | 4 — Build | TDD feature loop with impl-reviewer |
/release | 5 — Release | Test gates → readiness → make release |
/retro | 6 — Learn | Retrospective + ADRs + brain storage |
/sprint | Sprint | Batch all items: spec + plan + implement + release + retro |
/fix | Debug | Bug path — skip to systematic fix |
/chore | Maintenance | Maintenance task track — no spec required |
/hotfix | Emergency | Emergency fix track — ship without full pipeline |
/spike | Research | Time-boxed exploration in isolated sandbox |
/audit | Health | 9-dimension audit + external research → backlog |
/next | Planning | Rank backlog items by impact, age, dependencies — top 3 |
/rescue | Recovery | Pipeline diagnosis — stuck items + recovery actions |
/health | Observability | Hook health + config validation check |
/guide | Onboarding | Framework walkthrough + pipeline position |
/brief | Context | Display .zie/handoff.md session brief |
Skills are invoked automatically by commands as subagents — not called directly.
| Skill | Purpose |
|---|---|
brainstorm | Discovery skill — research context, synthesize opportunities, write handoff |
spec-design | Draft design spec from backlog item |
spec-reviewer | Review spec for completeness and correctness |
write-plan | Convert approved spec into implementation plan |
plan-reviewer | Review plan for feasibility and test coverage |
tdd-loop | RED/GREEN/REFACTOR loop for a single task |
impl-reviewer | Review implementation against spec and plan |
verify | Post-implementation verification gate |
test-pyramid | Test strategy advisor |
debug | Systematic bug diagnosis and fix path |
load-context | Load shared ADR and project context bundle |
zie-audit | 9-dimension audit analysis (invoked by /audit) |
docs-sync-check | Verify CLAUDE.md/README.md match commands/skills/hooks on disk |
using-zie-framework | Command map, workflow map, and anti-patterns guide for the framework |
/backlog → /spec ──[spec-reviewer]──► /plan ──[plan-reviewer]──►
/implement ──[impl-reviewer per task]──► /release ──[test gates]──► /retro
Each stage has a single responsibility. Quality gates run automatically as subagents at every handoff — max 3 iterations before surfacing to human.
| Stage | Command | Gate |
|---|---|---|
| 1 — Capture | /backlog | — |
| 2 — Design | /spec | spec-reviewer loop |
| 3 — Plan | /plan | plan-reviewer loop |
| 4 — Build | /implement | impl-reviewer after each task |
| 5 — Release | /release | unit → integration → e2e → verify |
| 6 — Learn | /retro | — |
WIP=1 — one [ ] item in the Now lane at a time. Finish or fix before
starting the next feature.
Batch release — completed [x] items accumulate in Now until
/release moves them all to Done with a version tag.
| Dependency | Required | Graceful degradation |
|---|---|---|
| Claude Code | Yes | — |
| Python 3.x | Yes | Hooks need Python |
| zie-memory plugin | No | Auto-bundled via .mcp.json; local-only if absent |
| playwright | No | /release skips e2e gate |
| pytest / vitest | No | auto-test hook disabled |
After /init, a zie-framework/ folder is created in your project root:
npx claudepluginhub zierocode/zie-plugins-claude-code --plugin zie-frameworkHelder's personal SDLC toolbelt for AI coding agents — from PRD to ship. Bundles the tracer-bullet workflow alongside TDD, code review, audits, and shipping skills.
Project management agents — agile coach, delivery manager, progress tracking
Code transformation: Dev SDLC orchestrator (code-shipping pipeline), plan, assert, audit, review, test, refactor, debug, for-sure. Hosts engineering agents.
Virtual development team: TDD, debugging, code review, backlog management, and proven workflow patterns
Context-Driven Development plugin that transforms Claude Code into a project management tool with structured workflow: Context → Spec & Plan → Implement
AI-native BizDevOps rhythm manager for Claude Code — multi-role collaboration, change impact analysis, quality gates, goal-to-code traceability, and cross-session continuity