Agent Skill
2/7/2026

qfai-prototyping

Implement a minimal end-to-end runnable skeleton (UI + API + DB) based on contracts, before ATDD/TDD automation.

A
aganesy
1GitHub Stars
1Views
npx skills add aganesy/QFAI

SKILL.md

Nameqfai-prototyping
DescriptionImplement a minimal end-to-end runnable skeleton (UI + API + DB) based on contracts, before ATDD/TDD automation.
<!-- QFAI Skill Body (SSOT) - This file is intended to be referenced by tool-specific wrappers (e.g., GitHub/Claude/Codex skills). - Keep wrappers thin and route users to this skill body. -->

name: qfai-prototyping title: QFAI Prototyping (All-spec runnable skeleton gate) description: "Implement a minimum runnable skeleton for ALL specs and block DONE until evidence + validate gate pass." argument-hint: "[--auto]" allowed-tools: [Read, Glob, Write, TodoWrite, Task, Bash] roles: [FullStackEngineer, BackendEngineer, FrontendEngineer, DBEngineer, DevOpsCIEngineer, QAEngineer, RuntimeGatekeeper, UIUXReviewer, CodeReviewer] mode: execution-focused


/qfai-prototyping

[DRIFT-PROTOCOL:MANDATORY]

Run prototyping as an all-spec stage. Scope is fixed to ALL specs resolved from .qfai/specs/spec-*.

This stage is complete only when all specs pass the minimum runtime contract:

  • UI routes are reachable (no dead # links for primary flows).
  • API endpoints return non-404 statuses.
  • DB objects needed for runtime are present (real DB or documented in-memory substitute).
  • Evidence is captured and validate can enforce it.

Definition of Done by fidelity level (Mandatory)

  • L1 (skeleton):
    • Route-level rendering exists for declared primary screens.
    • Surface shape is visible, but interactions may remain minimally wired.
  • L2 (interactive, default):
    • Declared primary interactions are wired with mockable behavior.
    • At least one declared mock path is executed and recorded per primary flow set.
    • uiFidelity is produced in prototyping.json.
  • Default target is L2 (interactive).
    • If L1 fallback is chosen, record explicit user approval and rationale in evidence.
  • Placeholder-only pages (single static string, lorem ipsum, or equivalent) are REVISE.

FORMAT SSOT (Mandatory)

  • Before writing or editing any .qfai/** artifact, read and follow the relevant directory README template and sample:
    • .qfai/require/README.md
    • .qfai/specs/README.md
    • .qfai/contracts/**/README.md
    • .qfai/evidence/README.md
  • Do not copy templates/samples into this prompt or into other prompt markdown.
  • Generated artifacts must match README-defined structure (headings, ordering, table columns).
  • Completion requires a Format Self-Check in evidence.

Inputs Priority (Preflight)

When unsure, read inputs in this order:

  • P1: .qfai/assistant/instructions/*
  • P2: .qfai/assistant/steering/*
  • P3: .qfai/specs/spec-*/01_Spec.md (Primary SSOT / Consumer View)
  • P4: .qfai/contracts/ui/**, .qfai/specs/_policies/05_Contracts.md, and each spec-*/11_Contracts.md
  • P5: .qfai/specs/spec-*/09_delta.md (Decision Records)
  • P6: existing evidence

Read Set Contract (Mandatory)

  • Default Mode:
    • .qfai/specs/spec-*/01_Spec.md
    • relevant .qfai/contracts/ui/**
  • Escalation Mode:
    • allowed only when 01_Spec.md Escalation Hook signals ambiguity / conflict / missing constraint / trade-off
    • read only .qfai/specs/_policies/01_Objective.md, .qfai/specs/_policies/07_Constraints.md, .qfai/specs/_policies/08_Decisions.md
  • Do not read _policies/** by default.

Sub-agent Delegation (MANDATORY)

This section is mandatory and overrides conflicting fallback text.

Orchestrator Protocol (MUST)

  • Orchestrator may only create work orders, delegate tasks, integrate outputs, and present results to the user.
  • Orchestrator MUST NOT generate the primary artifact first draft.
  • Orchestrator MUST NOT serve as Reviewer or skip delegation for convenience.

Capability Probe (MUST)

  1. Run one harmless Probe Task (for example: "reply with ok") once at stage start.
  2. If subagents are unavailable, explicitly ask the user for Simulation mode approval.
  3. Without explicit approval, stop the stage.

Simulation mode (Opt-in only)

  • Allowed only when the user explicitly states Simulation mode allowed.
  • Record both in evidence:
    • Subagents: simulated (reason: <why unavailable>)
    • User approval: <quote or reference>

Work Orders Summary

Every major artifact in this stage MUST include this table:

StepRole (sub-agent)Task titleInput (refs)Output (refs)Status (PASS/REVISE)
1<role><task><refs><refs>PASS/REVISE

Reviewer Gate (MUST)

  • Final completion gate MUST be delegated to an independent Reviewer sub-agent.
  • Reviewer checks (minimum):
    • required roles were delegated (no orchestrator self-authoring),
    • evidence + validate gate is present,
    • Drift Protocol was enforced,
    • test-layer obligations match test-layers.md and plan,
    • floors and ratios are signals, not gates.
  • Reviewer returns only PASS or REVISE.

Work order template (copy/paste)

Task title: <short>
Role: <sub-agent role>
Goal: <what to decide/produce>
Inputs (refs):
- <file/section>
Constraints:
- must: enforce Drift Protocol
- must: verify plan/test-layer adherence (`test-layers.md` + plan)
- must: verify `qfai validate --fail-on error` evidence
- must_not: accept floor/ratio as hard gate
Output format:
- <headings / bullet schema>
Quality bar:
- PASS if ...
- REVISE if ...

Reviewer response template

Result: PASS | REVISE
Findings:
- <issue>
Required fixes:
- <action>
Evidence checked:
- <refs>

Stage 0 - Steering completion refresh (mandatory)

Before implementation, refresh and verify:

  • .qfai/assistant/steering/manifest.md
  • .qfai/assistant/steering/product.md
  • .qfai/assistant/steering/structure.md
  • .qfai/assistant/steering/tech.md

If facts are missing, record Open Questions and ask the user.

Delta Rejected Guard (Mandatory)

  • Do not reintroduce options marked as rejected in 09_delta.md.
  • If reconsideration is needed, create a [RE-OPEN] Decision Record with explicit approval.

CRITICAL CONSTRAINTS (Read First)

  • Scope is ALL specs from .qfai/specs/spec-*; do not shrink to one spec.
  • Contracts are strict inputs in this stage.
  • Do not create new files under .qfai/contracts/**.
  • If any spec has zero resolved contracts, STOP and route back to /qfai-discussion.
  • Do not add ATDD/TDD automation in this stage.
  • You MUST produce both prototyping evidence artifacts in .qfai/evidence/.
  • You MUST run runtime checks and capture evidence.
  • DONE is forbidden when Coverage Matrix is incomplete or API checks include status 404.

Completion Contract (Shared)

Before declaring completion, you MUST:

  • resolve or explicitly defer ambiguous items,
  • verify every required artifact exists and is complete,
  • scan outputs for placeholders (TBD/TODO/OPEN QUESTION and equivalents),
  • run the smallest executable smoke proof and record outcomes.

Goal

Build the minimum runnable vertical slice for all specs so /qfai-atdd can proceed without hidden scope gaps.

Non-goals

  • Acceptance test automation (/qfai-atdd).
  • Unit/component tests (TDD phases).
  • Contract redesign during prototyping.

Mandatory Outputs

  • Updated runnable skeleton implementation.
  • Coverage Matrix for all specs.
  • Runtime Gate v2 log for declared UI routes and API endpoints.
  • Prototyping evidence artifacts (markdown + json) under .qfai/evidence/.
  • prototyping.json includes uiFidelity for L2 reporting.
  • Reviewer result (PASS or actionable REVISE).

Scope SSOT (ALL contracts -> ALL specs)

  1. Enumerate all specs from .qfai/specs/spec-*.
  2. Resolve each spec's contracts via _policies/05_Contracts.md and/or spec-*/11_Contracts.md.
  3. Do not declare completion while any spec lacks contract assignment.

Preflight (required)

  • Build spec list first and create Coverage Matrix rows for every spec.
  • Resolve declared counts per spec:
    • uiRoutes
    • apiEndpoints
    • dbObjects
  • Stop conditions:
    • any spec has zero contract assignment,
    • UI primary flow is undefined for a spec,
    • evidence schema cannot represent all specs.

Execution (required)

Process specs in dependency order (foundation first, then business modules):

  • UI: primary route renders (stub data is acceptable).
  • API: declared endpoints return non-404 status (stub handler is acceptable).
  • DB: minimum schema/store exists so runtime does not crash.
  • UI quality floor: avoid placeholder-only pages; this must be marked REVISE.

Runtime Interaction Gate v2 (required)

Check the full declared list from preflight and record all results:

  • UI routes: HTTP GET / route navigation checks.
  • API endpoints: runtime calls with status capture (404 is forbidden).
  • DB objects: presence checks against schema or temporary store.
  • Mock paths: record at least one pass path for interactive flows when L2 is targeted.

If any check fails, completion is blocked.

Evidence (MANDATORY)

Create/update both artifacts in .qfai/evidence/:

  1. Markdown evidence with sections:
    • Coverage Matrix
    • Runtime Gate Log
    • Deviations / Exceptions
    • Work Orders Summary
    • Format Self-Check
  2. JSON evidence with minimum fields:
    • specs[] with specId, declared, checked, missing
    • runtimeGate.ui[] and runtimeGate.api[]
    • uiFidelity.version, uiFidelity.mode, uiFidelity.screens[] for L2
    • meta.generatedAt, meta.toolVersion, meta.commands[]

uiFidelity is a stage DoD requirement in this skill. Validator compatibility remains backward-compatible: existing required fields stay unchanged.

DONE Declaration (Mandatory Output)

When declaring DONE, include:

  • referenced instructions/steering/spec inputs,
  • DR-IDs checked and rejected-option result,
  • confirmation that evidence and validate gate both passed.

FINAL CHECKLIST (Check Last)

  • ALL specs from .qfai/specs/spec-* are covered in Coverage Matrix.
  • Every spec satisfies UI/API/DB minimum runtime conditions.
  • API runtime gate has zero 404 results.
  • Prototyping evidence artifacts are updated.
  • prototyping.json includes uiFidelity for L2 output.
  • Placeholder-only pages are not accepted (marked REVISE if present).
  • qfai validate --fail-on error passes.
  • Independent Reviewer returned PASS.

Completion Checklist (MUST)

  • This skill's Definition of Done is satisfied.
  • Required artifacts were produced or updated.
  • Open questions were logged when needed.
  • Completion message was presented to the user.
  • Next actions were enumerated.

Completion Message & Next Actions (MUST)

When complete, provide a final user-facing completion message and list actions.

  • Proceed (recommended): /qfai-atdd. Action: implement acceptance tests against the all-spec prototype runtime behavior.
  • Quality gate run: /qfai-verify. Action: run full validation/report flow and publish gate evidence.
  • Rework prototyping: rerun /qfai-prototyping. Action: fix missing matrix rows, 404 findings, or unresolved contract mapping gaps.
Skills Info
Original Name:qfai-prototypingAuthor:aganesy