smithery.ai

sdlc-studio

The antidote to vibe coding: a full software engineering team at your fingertips. Create or reverse-engineer PRDs, TRDs, personas, epics, and user stories with acceptance criteria, then plan, implement, test, and verify code against them - plus an autonomous Goal-Driven sprint loop that drives a prioritised batch to a goal, an adversarial audit, status dashboards, reconciliation, change requests, RFCs, test specs, test automation, and bug tracking. Use when asked about PRDs, requirements docume…

First seen Mar 24, 2026

Installation

$ npx skills add https://smithery.ai

Summary

  • The antidote to vibe coding: a full software engineering team at your fingertips.
  • Create or reverse-engineer PRDs, TRDs, personas, epics, and user stories with acceptance criteria, then plan, implement, test, and verify code against them - plus an autonomous Goal-Driven sprint loop that drives a prioritised batch to a goal, an adversarial audit, status dashboards, reconciliation, change requests, RFCs, test specs, test automation, and bug tracking.
  • Use when asked about PRDs, requirements documents, epics, user stories, personas, implementation planning, sprint or autonomous delivery, audit, test specs, test automation, project status, bugs, change requests, or any /sdlc-studio [type] [action] command.
  • Run /sdlc-studio help for the catalogue and /sdlc-studio status for next steps.
  • NOT for: one-off code questions, quick formatting or lint fixes, or repos where no software lifecycle is wanted - for a zero-setup taster on an existing repo, start with audit --profile repo.

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Agent compatibility

Declared targets from SKILL.md / docs. Unmarked agents are not listed — the skill may still install via the CLI.

Claude Code Declared
Cursor Not declared
Codex Not declared
GitHub Copilot Not declared
Windsurf Not declared
Gemini CLI Not declared
Cline Not declared
OpenCode Not declared

Skill metadata

Parsed from SKILL.md frontmatter.

Version5.0.1
LicenseMIT
CompatibilityRequires Python 3.10+ for bundled scripts; gh CLI (authenticated) for GitHub sync commands. Agentic wave execution (--agentic) is Claude-Code-only.
Allowed toolsRead, Glob, Grep, Write, Edit, Bash, Agent
Declared agents claude-code clawdbot
More metadata
version
5.0.1
openclaw
{ "emoji": "📋", "requires": { "bins": ["python3"] } }

Package contents

Files included with this skill beyond the listing page.

  • skill md SKILL.md 21,351 B
  • docs SUMMARY.md 184 B

History

  1. First seen on skills.sh
  2. First recorded snapshot · 1 installs

SKILL.md

SDLC Studio

Manage project specifications and test artifacts. Supports the full pipeline from PRD creation through Epic decomposition, User Story generation, and streamlined test automation.

This file is the always-loaded router. It carries only what is needed to route a request: philosophy gates, the Progressive Loading Guide, and pointers. The full command catalogue, argument reference, workflow diagrams, and reference index are loaded on demand from help/help.md, help/arguments.md, and help/references.md.

Critical Philosophy (Read This First)

Two modes for every artifact type:

Mode Purpose When to Use
create Author new specifications from user input Greenfield projects, new features
generate Extract specifications from existing code Brownfield projects, documentation gaps

New to Create vs Generate? Read reference-philosophy.md - it explains why these modes exist and how they differ fundamentally.

Using generate mode? You MUST read reference-philosophy.md#generate-mode first - generated specs must be validated by tests.

Generate mode is NOT documentation. It produces a migration blueprint - a specification detailed enough that another team could rebuild the system in a different technology stack. Generated specs MUST be validated by running tests against the existing implementation.

Personas are working seats, not static artifacts - goal-directed (Cooper) personas that consult, seat-score the backlog, review diffs, and hold the author != reviewer gate. Resolve one for any review: scripts/persona_resolve.py resolve --seat <role> --render review.

Operating Doctrine – onboarding to a project? Read reference-doctrine.md first. It is the project-agnostic working discipline (the skill is the operating system; RFC/CR/ADR choice; files-are-truth + reconcile-from-census; reconcile/verify/review cadence; ship-paperwork-in-the-same-commit; consult gates; TDD; cross-repo numbering; recall cross-project lessons/ before substantive decisions). A project's own agent-instructions file (AGENTS.md; Claude Code's CLAUDE.md can import it with @AGENTS.md) = this doctrine + that project's specifics; start from templates/agent-instructions.md. The cross-project lessons-learned folder is lessons/ (see help/lessons.md).

Quick Start

/sdlc-studio help                    # Full command reference (help/help.md)
/sdlc-studio status                  # Check pipeline state and next steps
/sdlc-studio hint                    # Single actionable next step
/sdlc-studio review                  # Unified PRD/TRD/TSD/Persona review
/sdlc-studio reconcile               # Fix all status drift in one pass
/sdlc-studio prd generate            # Create PRD from codebase
/sdlc-studio epic                    # Generate Epics from PRD
/sdlc-studio story                   # Generate Stories from Epics
/sdlc-studio code plan               # Plan implementation for story
/sdlc-studio code implement          # Execute implementation plan
/sdlc-studio story implement         # Execute story workflow (all phases)
/sdlc-studio epic implement          # Execute epic workflow (all stories)
/sdlc-studio project implement       # Execute all epics in dependency order

For the full catalogue (bug, cr, rfc, persona, consult, chat, trd, test-*, repo map, sync, and every flag), run /sdlc-studio help or read help/help.md.

Deterministic Entry Points (run the script, do not hand-do it)

Ids, index rows, status cascades, and AC verdicts are tool-allocated - hand-authoring any of them is an error. For a mechanical task, reach for the script first (full catalogue: reference-scripts.md):

Doing... Run
Create an artifact (bug/CR/story/epic/RFC) scripts/artifact.py new --type bug --title "..." --affects "a.py, b.py" --points 3
File a finding as a Bug/CR/RFC scripts/file_finding.py file --type bug --title "..." --summary "..." --affects "a.py" --points 3
Detect, then fix, index/status drift scripts/reconcile.py detect then apply
Diagnose structure or status-vocab errors scripts/validate.py check
Change a status (+ index/epic cascade) scripts/transition.py set --id CR0001 --status Approved
Verify a story's executable ACs scripts/verify_ac.py
Defer an operator decision mid-run (batch continues; ask together, structured) scripts/sprint.py decision defer / list / resolve
Run the portable CI gate scripts/gate.py
Gate a release tag (gate + executing AC verify, one exit code) scripts/gate.py --release

The interactive commands (/sdlc-studio bug create and friends) are wrappers over the same allocation - a headless or consuming-project agent calls the scripts directly.

Get Help for Any Type

/sdlc-studio {type} help             # Type-specific commands, prerequisites, output, examples

Examples: /sdlc-studio epic help, /sdlc-studio code help, /sdlc-studio bug help.

When to Use

Trigger phrases - any of these should reach this skill:

  • "write a PRD", "product requirements", "TRD", "technical requirements", "TSD", "test strategy"
  • "break this into epics", "write a story", "acceptance criteria", "groom the backlog"
  • "file a bug", "raise a CR", "write an RFC", "triage the findings"
  • "plan a sprint", "run a sprint", "close the sprint", "sprint status", "what's the next step"
  • "review this unit", "adversarial review", "sign this off", "two-role review"
  • "write a test spec", "test automation", "verify the acceptance criteria", "mutation check"
  • "reconcile the indexes", "project status", "what's outstanding", "repo map"
  • any /sdlc-studio command.

Instructions

When invoked with /sdlc-studio [type] [action]:

  1. Parse Command: Extract type and action from arguments
  2. Load Help File: Read help/{type}.md for command-specific guidance
  3. Check Philosophy: If generate mode, load reference-philosophy.md#generate-mode FIRST
  4. Follow Progressive Loading:

- Load reference files only for multi-step workflows - Section-read large references: for a reference over ~400 lines (epic, story, code, outputs, decisions), read its Reading Guide / Contents first, then load ONLY the named section (Grep the anchor, then an offset read) - never whole-file-read a large reference for a single-section task - Load templates only when creating artifacts - Load decision files when choosing approaches (TDD, Ready status)

  1. Execute Workflow: Follow step-by-step procedure in reference file
  2. Update Status: Modify artifact status markers per reference-outputs.md
  3. Validate: Check Ready criteria in reference-decisions.md before proceeding

Note: Version checks run on hint and status commands only (see those help files).

See "Progressive Loading Guide" below for detailed file loading patterns.

Progressive Loading Guide

Claude loads files progressively based on task needs. Where a cell names a section anchor, load that section only - and for any reference over ~400 lines, honour its Reading Guide instead of a whole-file read:

Task Type Primary Load Secondary Load Decision Load
Understanding a command help/{type}.md - -
Authoring a PRD reference-prd.md reference-persona.md reference-doctrine.md
Authoring a TRD reference-trd.md reference-architecture.md reference-doctrine.md
Authoring a TSD reference-tsd.md reference-test-spec.md reference-test-best-practices.md
Authoring a story reference-story.md reference-story-sections.md reference-verify.md
Full command catalogue help/help.md - -
Argument / flag reference help/arguments.md - -
Reference & template catalogue help/references.md - -
Create mode workflow help/{type}.md reference-{domain}.md reference-philosophy.md#create-mode
Generate mode workflow reference-philosophy.md#generate-mode help/{type}.md reference-{domain}.md
Creating artifacts scripts/artifact.py (new/batch allocates id + index row) templates/core/{type}.md reference-outputs.md
Filing a finding as Bug/CR/RFC scripts/file_finding.py templates/core/{type}.md reference-audit.md
Loading modules templates/modules/{domain}/*.md - -
Grooming a refined story (authoring its criteria) templates/core/story.md reference-verify.md help/refine.md
Planning code reference-code.md#code-plan-workflow reference-decisions.md#story-ready best-practices/{language}.md
Choosing TDD/Test-After reference-decisions.md#tdd-decision-tree reference-test-best-practices.md -
Validating Ready status reference-decisions.md#{type}-ready reference-outputs.md -
Document review reference-review.md reference-{doc}.md -
Adversarial audit (weakness-hunt over the artifact graph) reference-audit.md templates/automation/audit-finder.md scripts/file_finding.py
Schema upgrade (project artifacts) reference-upgrade.md reference-config.md -
Skill self-update (check + upgrade the install) reference-skill-update.md scripts/version_check.py help/skill-update.md
Portable CI quality gate (run the checks in any CI) help/gate.md scripts/gate.py reference-scripts.md
Product layer / PVD (multi-repo product) reference-pvd.md templates/core/pvd.md help/pvd.md
Project orchestration reference-project.md reference-epic.md reference-config.md
Agentic execution reference-agentic-lessons.md reference-epic.md -
Sprint (Goal-Driven Development loop) reference-sprint.md help/sprint.md reference-project.md
End-of-sprint report (sprint report: delivered, cost, velocity) help/sprint.md reference-sprint.md scripts/sprint_report.py
Deploy last-mile (gate, verify, record - orchestrate-only) reference-deploy.md help/deploy.md reference-config.md#deploy
Building agentic wave prompts reference-agent-prompt-template.md reference-repo-map.md reference-agentic-lessons.md#lessons-accumulation
Change request workflow help/cr.md reference-cr.md reference-outputs.md
RFC / design exploration help/rfc.md reference-rfc.md reference-outputs.md
Invoking skill internals reference-scripts.md scripts/README.md -
Ranking files for a story reference-repo-map.md help/repo-map.md reference-agent-prompt-template.md#agent-prompt-template
Verifying ACs against codebase reference-verify.md help/verify.md reference-reconcile.md#verify-scope
Mutation-checking the changed surface (can the tests fail?) help/mutation.md scripts/mutation.py reference-test-best-practices.md#mutation-check
Syncing CR/Story/Epic with GitHub reference-github-sync.md help/github-sync.md reference-cr.md#cr-sync-workflow
Onboarding to a project / operating doctrine reference-doctrine.md help/init.md lessons/_index.md
Starting greenfield / "what order do I run things in?" help/getting-started.md help/init.md reference-sprint.md
Adopting existing code / "get a spec out of this code" help/brownfield-runbook.md reference-philosophy.md help/prd.md
Project constitution / machine-checkable principle gate templates/constitution.md scripts/constitution.py reference-doctrine.md#constitution
Recording and loading project lessons reference-agentic-lessons.md#lessons-accumulation help/lessons.md reference-agent-prompt-template.md#agentic-execution
Recalling cross-project lessons (before a decision) lessons/_index.md help/lessons.md reference-doctrine.md
Operator patterns (memory drift, incident localisation, release-gate) reference-operator-heuristics.md templates/workflows/release-gate.md reference-reconcile.md#numeric-claim-drift
Hypothesis discipline (don't guess root cause) reference-operator-heuristics.md#hypothesis-discipline reference-bug.md#bug-close-workflow reference-test-best-practices.md#verification-depth-tiers
Preparing to tag a release templates/workflows/release-gate.md reference-operator-heuristics.md reference-reconcile.md
Deploy readiness (cold-spawn, smoke budget, rollback, soak) reference-deploy-readiness.md reference-test-best-practices.md#verification-depth-tiers reference-decisions.md#release-strategy-decision
Verification depth tiers (smoke / functional / conversational / soak / live) reference-test-best-practices.md#verification-depth-tiers templates/core/bug.md templates/core/story.md
Test-timeout tuning (measure local + CI variance) reference-test-best-practices.md#test-timeout-tuning - -
Validation workflows / advanced testing patterns reference-test-validation.md reference-test-best-practices.md -
E2E mocking patterns and strategies reference-test-e2e-guidelines.md reference-test-best-practices.md#test-anti-patterns -
Multi-persona pressure-test canvas (unsettled design) reference-consult.md#pressure-test-canvas reference-decisions.md -
Creating or consulting personas / review seats reference-persona.md#which-doc help/persona.md reference-consult.md
Test spec / test automation help/test-spec.md reference-test-spec.md reference-test-automation.md
Plan-file lifecycle (active / archive / list) reference-plan-files.md help/plan.md -
Reconcile cadence triggers reference-reconcile.md#cadence-triggers help/status.md#reconcile-recommendation -
Transition an artifact's status (+ index/epic cascade) scripts/transition.py reference-outputs.md#status-transitions reference-reconcile.md
Bounding large indexes (archival + slice-read) reference-outputs.md#index-archival scripts/archive.py reference-reconcile.md

Template structure:

Path Purpose
templates/core/*.md Streamlined core templates (v2)
templates/indexes/*.md Index file templates
templates/modules/trd/*.md Optional TRD modules (diagrams, containers, ADR)
templates/modules/tsd/*.md Optional TSD modules (contract, perf, security)
templates/modules/epic/*.md Optional Epic perspective modules
templates/config-defaults.yaml Skill default configuration

Module loading flags:

Flag Modules Loaded
trd create --with-diagrams templates/modules/trd/c4-diagrams.md
trd create --with-containers templates/modules/trd/container-design.md
trd create --full All TRD modules
epic --perspective engineering templates/modules/epic/engineering-view.md
epic --perspective product templates/modules/epic/product-view.md
epic --perspective test templates/modules/epic/test-view.md

Reference file mapping:

Reference files follow the pattern reference-{domain}.md. When executing a workflow, load the reference file matching the artifact type being created or modified. Cross-domain files (reference-decisions.md, reference-outputs.md, reference-philosophy.md) load as needed for validation, status updates, and approach decisions. The full index is in help/references.md.

Type Reference

Type Description
init Initialise an empty project: folder tree, indexes, config, agent-instructions (greenfield step 1)
pvd Product Vision Document - the multi-repo product layer above the PRD (opt-in)
prd Product Requirements Document
trd Technical Requirements Document
tsd Test Strategy Document (project-level)
persona User Personas
consult Persona consultation on artefacts
chat Interactive persona sessions
epic Feature groupings (Epics)
story User Stories with acceptance criteria
code Implementation planning, testing, and quality
test-spec Consolidated test specification (plan + cases + fixtures)
test-automation Generate executable test code
test-env Containerised test environment setup
bug Bug tracking and traceability
cr Change requests (post-PRD change proposals)
rfc Request For Comments – design exploration of an unsettled space, pre-CR
issue Defect-side Discovery intake: a raw report, triaged into bugs
refine Decompose a request (RFC/CR) into an epic and stories, links wired
triage Decompose an Issue into the bugs that deliver its fix (mirror of refine)
project Project-level orchestration across all epics
sprint Goal-Driven Development loop: a prioritised batch driven along the goal ladder triage -> plan -> design -> done
handoff The run-close handoff guide: what remains, per item, with its pointer and a copilot-tail / judgement tag
plan Claude Code plan-file lifecycle (list, archive)
decisions Project decisions log (the project spine + delegated-agent handoff): add / list / promote
retro Sprint retro: what the batch taught and what changes because of it - the close gate reads its content
lessons Project and cross-project lessons: recall before a decision, record after one
review Unified PRD/TRD/TSD/Persona review against the codebase
repo Repository map: index symbols and imports, then rank files by relevance to a story
migrate Review every artefact and upgrade where safe: orchestrates conventions + version + sizing, reports what needs a human
audit Adversarial pressure-test over the whole artifact graph: refute-panel-verified weakness-hunt, triage-then-approve, cost-gated pre-flight
reconcile Detect and fix status drift across all artifacts
gate Portable, ecosystem-neutral CI quality gate over the deterministic checks
deploy Orchestrate-only deploy last-mile: gate, verify, record (operator-triggered, never autonomous)
mutation Executable mutation-check gate: prove the tests can FAIL (killed vs survived per mutation)
skill-update Check for and install a newer SDLC Studio release (the skill itself)
status Visual dashboard: Requirements, Code, Tests health
hint Single actionable next step
help Show command reference and examples

Full Reference

The catalogues that used to live inline are now loaded on demand to keep this router lean:

You need... Read
Every command, grouped by pipeline, with examples help/help.md (or run /sdlc-studio help)
The complete argument and flag table help/arguments.md
Workflow diagrams (greenfield, brownfield, agentic, project) help/help.md "Typical Workflows"
The full reference-*.md index and template structure help/references.md
Type-specific commands, prerequisites, output, examples help/{type}.md
Step-by-step workflow detail for an artifact reference-{domain}.md
Sprint loop (Goal-Driven Development) help/sprint.md + reference-sprint.md

Error Handling

Missing prerequisites: Prompts to run earlier pipeline step (e.g., no PRD → prd, no epics → epic, no stories → story, no plans → code plan). Existing files: Warns and asks to continue unless --force. No type: Asks user which type. ID collision: Auto-increments. Open questions: Reports and pauses. Unknown language: Asks user to specify framework.

See Also

  • help/help.md - the full command catalogue
  • help/references.md - every reference file, generated from the filesystem
  • reference-scripts.md - the script catalogue; read it before hand-doing anything mechanical
  • reference-scripts-surface.md - every verb the scripts expose, generated from their parsers
  • reference-doctrine.md - the operating doctrine a consuming project inherits
  • reference-sprint.md - the sprint loop, with a Reading Guide for partial reads