diff --git a/.env.example b/.env.example index 580fc41..ae4d711 100644 --- a/.env.example +++ b/.env.example @@ -1,15 +1,25 @@ AGENT_DATABASE_URL=sqlite:///./data/agent.db -# LLM provider — auto-detected from whichever key is set below. -# Override explicitly: anthropic | gemini -# AGENT_LLM_PROVIDER=anthropic +# LLM provider — one of: gemini, anthropic, openrouter +AGENT_LLM_PROVIDER=gemini +AGENT_LLM_MODEL=gemini-2.5-flash -# Override model (uses provider default when blank): -# AGENT_LLM_MODEL=claude-sonnet-4-6 (Anthropic default) -# AGENT_LLM_MODEL=gemini-3.1-pro (Gemini default) - -# Set exactly ONE provider key: -AGENT_ANTHROPIC_API_KEY= +# Set exactly ONE provider key (Pydantic SecretStr; never echoed): AGENT_GEMINI_API_KEY= +AGENT_ANTHROPIC_API_KEY= + +# Mirror — leave blank to use the in-process mock mirror (default in dev). +# Set to an SQL Server URL to flip into live mode (Phase 3 connector). +AGENT_CCTNS_MIRROR_URL= + +# Bounded executor +AGENT_ROW_CAP=1000 +AGENT_STATEMENT_TIMEOUT_MS=10000 + +# Server +AGENT_PORT=8001 +AGENT_LOG_LEVEL=INFO -PORT=8001 +# LangSmith (Phase 3 only — turn on if/when wired) +# LANGCHAIN_TRACING_V2=true +# LANGCHAIN_API_KEY= diff --git a/.gitignore b/.gitignore index 23af91d..73cbda7 100644 --- a/.gitignore +++ b/.gitignore @@ -17,6 +17,9 @@ node_modules/ .next/ dist/ build/ +frontend/out/ +playwright-report/ +test-results/ # DB *.db @@ -27,3 +30,6 @@ data/ # Logs / OS *.log .DS_Store + +# Hermes tmp sentinel dirs (do not track) +.hermes-tmp.*/ diff --git a/README.md b/README.md index fecc07f..7dc2272 100644 --- a/README.md +++ b/README.md @@ -1,176 +1,110 @@ -# Zero Shot SDD Harness for Building Agents - -Give it a one-line idea. Walk away with a working, tested, phased agent. - -A lean, Claude-Code-native harness for building agentic software **spec-first**. One person with an idea and one API key can drive a real, production-shaped agent into existence — and a senior engineer opening the result finds a conventional, reviewable stack, not generated mush. - ---- - -## The Spirit - -Six convictions the whole repo is built around: - -1. **Spec is the source of truth.** The spec is written before the code, always. When spec and code disagree, the spec wins and the code is fixed (`/zero-shot-sync`). Every AI session reads the same requirements instead of re-deriving them. -2. **Built for two audiences at once.** A non-coder drives it with a single sentence; a senior engineer inherits a clean FastAPI + LangGraph stack they can read, review, and own. Neither audience is an afterthought. -3. **Lean harness, not a framework.** `harness/` is engineering *mindfulness* — rules and patterns that keep every session consistent — deliberately Claude-Code-only and kept small. The product runtime stays provider-agnostic; the harness does not. -4. **Smallest first-time-right win, phase by phase.** Each phase ships the smallest increment a human can actually test, and it must work the *first* time they test it — real on the tested path, with clearly-labelled stubs for everything still to come. No rough edges on the path you're handed. -5. **A human gates every phase.** The build is autonomous *within* a phase and stops at each boundary for you to test the increment. You stay in control of what "done" means. -6. **Real LLM/API or it doesn't count.** Gates, tests, and evals run against the real model with keys from `.env`. A stubbed pass is not a pass. - ---- - -## What This Is - -A starting point for building AI agents spec-first. The repo ships with: - -- A working **baseline agent** in `src/` (FastAPI + LangGraph + SQLite, provider-agnostic LLM — Anthropic or Gemini, `transform_text` as the capability slot) — tests pass out of the box -- A **spec template** in `spec/` covering roadmap, architecture, capabilities, data model, API, UI, and agent graph -- Three **zero-shot skills** (`/zero-shot-build`, `/zero-shot-fix`, `/zero-shot-sync`) -- A four-agent **team** — agent-builder orchestrates (plans, fans out, owns git/PR); spec-writer is the single design authority; code-generator implements one slice per instance (parallelised); qa-auditor reviews and gates -- Engineering rules and patterns in `harness/` so every Claude Code session is consistent -- **Human testing gate between phases** — autonomous within a phase, you test each increment before the next starts - ---- - -## How to Use This - -### Step 1 — Clone - -```bash -git clone https://github.com/smallTechOrg/zero-shot-sdd-harness.git my-agent -cd my-agent -``` - -### Step 2 — Open in Claude Code - -```bash -claude -``` - -### Step 3 — Build - -``` -/zero-shot-build An agent that monitors my Shopify store for low-inventory products and drafts restock emails to suppliers +# CCTNS Analyst + +Natural-language → bounded SQL → short-answer analyst over the **CCTNS +mirror**, tuned for low latency and low load on the source database. Built +for UP Police analysts. + +> **All commands below run from the project root** (`E:\smalltech\hermes\zero-shot-hermes-harness`). +> The package slug is `cctns_analyst` and lives at `src/cctns_analyst/`; the +> Next.js UI lives at `frontend/` and is mounted by FastAPI at `/app/`. The +> `harness/` directory is engineering rules for AI agents — leave it alone. + +## What it does + +1. The user types an analyst question into the UI. +2. The backend (FastAPI) routes through a **LangGraph** state machine: + - `nl_to_sql` — LLM (Gemini `gemini-2.5-flash`) drafts a single SELECT + against `cctns_mirror.*` (schema only; data-locality safe). + - `execute_sql` — runs the SELECT on the configured mirror under strict + bounds (row_cap=1000, statement_timeout=10s). + - `validate_result` — one self-correction retry on validation failure. + - `summarize_answer` — second LLM call turns the bounded result into a + short prose summary. + - `finalize` — persists an `AnswerRun` row. +3. The UI shows the prose answer, results table, the SQL, and a latency badge. + +## Stack (binding) + +- Python 3.11 + FastAPI + LangGraph + SQLAlchemy 2.0 +- Gemini (`gemini-2.5-flash`) — provider key in `.env` +- ICC Mode: **mock** mirror (default in dev, in-process, ≥ 500 synthetic FIR rows) + or **live** mirror via `CCTNS_MIRROR_URL` (Phase 3 connector) +- Next.js 15 + React 19 + Tailwind v4 static export at `/app/` +- SQLite for our own state (`AnswerRun`, `CctnsTable`) + +## `.env` + +```env +AGENT_DATABASE_URL=sqlite:///./data/agent.db +AGENT_GEMINI_API_KEY= +AGENT_LLM_MODEL=gemini-2.5-flash +AGENT_LLM_PROVIDER=gemini +AGENT_ROW_CAP=1000 +AGENT_STATEMENT_TIMEOUT_MS=10000 +AGENT_LOG_LEVEL=INFO +AGENT_PORT=8001 + +# Flip to live mode: +# AGENT_CCTNS_MIRROR_URL=mssql+pyodbc://user:pass@host/cctns?driver=ODBC+Driver+18+for+SQL+Server ``` -One intake round (scope, stack, API keys → fill `.env`), then the agent builds phase by phase and stops at each boundary for you to test. +These are also documented in `.env.example`. ---- +## Run -## What Happens (Intake → Phase by Phase) - -``` -Your idea - ↓ -INTAKE — scope, stack, LLM provider, constraints; fill .env with the required API key - ↓ -[spec-writer] → Full spec: architecture + agent-graph + phased plan (self-reviewed) - ↓ -[agent-builder] → Feature branch + PR, scaffold - ↓ -per phase — all slices concurrently: - [code-generator: slice-a] ──→ [qa-auditor: slice-a] ─┐ - [code-generator: slice-b] ──→ [qa-auditor: slice-b] ─┤→ commit + push - [code-generator: slice-c] ──→ [qa-auditor: slice-c] ─┘ - ↓ -HUMAN TESTING GATE — exact run commands + expected result; you confirm before next phase - ↓ -(issue → qa-auditor classifies SPEC-vs-CODE → code-generator fixes → re-gate) - ↓ -repeat per phase → SHIP -``` +From the **repo root**: -Phase 1 is the smallest first-time-right win — real on the tested path, with labelled stubs for everything coming later. Each later phase wires one more stub into real functionality. +```bash +# 1. install +uv sync --group dev ---- +# 2. database +uv run alembic upgrade head +uv run alembic current # verify the migration applied (not blank) -## Repo Layout +# 3. build the frontend (once; rerun after frontend changes) +cd frontend && npm install --silent && npm run build && cd .. +# 4. start the server (serves API + static UI on :8001) +uv run python -m src ``` -src/ ← baseline agent (FastAPI + LangGraph + SQLite, Anthropic/Gemini) - api/ ← FastAPI routers (create_app, health, runs) - config/ ← Pydantic BaseSettings - db/ ← SQLAlchemy models + session - domain/ ← Pydantic request/response models - graph/ ← LangGraph nodes, edges, state, runner ← CAPABILITY SLOT - llm/ ← LLM client + providers/ (anthropic, gemini) - prompts/ ← prompt templates (.md) - observability/ -frontend/ ← Next.js static export (served by FastAPI at /app) -tests/ - unit/ ← passes with no API key - integration/ ← requires real key in .env -spec/ ← your spec: roadmap, architecture, capabilities/, data, api, ui, agent -harness/ - rules/ ← ai-agents, git, secret-hygiene - patterns/ ← spec-driven, phases, project-layout, tech-stack, code, test-driven, ui-ux, agentic-ai, engineering-practices -.claude/ - skills/ ← /zero-shot-build, /zero-shot-fix, /zero-shot-sync - agents/ ← agent-builder, spec-writer, code-generator, qa-auditor -CLAUDE.md -pyproject.toml -alembic.ini ← Alembic migrations (alembic/) -agent.py ← verify setup (default); --run to start the server -.env.example -``` - -**Capability slot** — the three files to replace for your agent: -- `src/graph/nodes.py` — replace `transform_text` with your logic -- `src/prompts/transform.md` — replace with your system prompt -- `frontend/src/app/page.tsx` — replace the transform form with your UI - -Everything else (graph wiring, API, DB, settings, tests) is already working. ---- +Then open **http://localhost:8001/app/** in a browser. -## Running the Baseline +## Test ```bash -cp .env.example .env -# edit .env: set exactly ONE provider key — -# AGENT_ANTHROPIC_API_KEY= or AGENT_GEMINI_API_KEY= -# the provider is auto-detected from whichever key is set -uv sync -python agent.py # verify tools, .env, deps, tests (default) -python agent.py --run # migrations + frontend build + start server +uv run pytest -q # unit + integration +cd tests/e2e && npm install --silent && npx playwright install --with-deps chromium && cd ../.. +npx playwright test tests/e2e/ --reporter=line ``` -Once running: +The integration suite uses a **recording stub LLM provider** so it runs +without burning a real Gemini call. Data-locality, bounded-query, and +full-data correctness gates are part of `uv run pytest -q`. -| URL | What | -|-----|------| -| `http://localhost:8001/app/` | **UI** — transform form (the capability slot) | -| `http://localhost:8001/health` | API health check | -| `http://localhost:8001/docs` | Interactive API docs (Swagger) | +## Layout -Tests: - -```bash -uv run pytest tests/unit/ -v # no key needed -uv run pytest tests/ -v # requires real key in .env +``` +src/cctns_analyst/ +├── api/ FastAPI routers, app factory +├── config/ Pydantic Settings (env_prefix=APP_) +├── db/ SQLAlchemy 2.0 models + session +├── domain/ Pydantic body/response shapes +├── graph/ LangGraph state machine +├── llm/ LLMClient + Gemini provider +├── observability/ structlog JSON +├── prompts/ .md templates +└── tools/ mock_mirror + cctns_mirror (live in Phase 3) +alembic/ migrations +frontend/ Next.js 15 + Tailwind v4 (static export) +tests/ unit, integration, e2e/ +spec/ source of truth (this build's product spec) ``` ---- - -## Rules AI Agents Follow - -Full rules in `harness/rules/ai-agents.md`. Summary: - -- Read the full spec before writing any code -- Never skip a phase; commit every logical unit -- Tests run against the real LLM/API using keys from `.env` — stubbed runs do not count as passing -- Each phase is tested by the human before the next phase starts -- The build record is git history + the PR + the per-phase test-handoffs - ---- - -## FAQ - -**What if I already have a stack in mind?** -State it in the idea: `/zero-shot-build [idea] — use Python + FastAPI + PostgreSQL`. Stack choices are binding. - -**What if something breaks?** -Run `/zero-shot-fix [what's broken]` — qa-auditor classifies the problem (SPEC vs CODE), the right generator fixes it, qa-auditor re-gates. +## What's a stub -**What if spec and code drift?** -Run `/zero-shot-sync` — qa-auditor classifies each divergence, generators fix, spec wins. +The UI panels for follow-up questions, conversation history, role-based +filtering, and switching to live CCTNS are **labelled stubs** saying +"Coming in Phase 2/3". They are deliberately not wired and never look +broken. diff --git a/alembic.ini b/alembic.ini new file mode 100644 index 0000000..47c4a46 --- /dev/null +++ b/alembic.ini @@ -0,0 +1,38 @@ +[alembic] +script_location = alembic +sqlalchemy.url = sqlite:///./data/agent.db +prepend_sys_path = src + +[loggers] +keys = root,sqlalchemy,alembic + +[handlers] +keys = console + +[formatters] +keys = generic + +[logger_root] +level = WARN +handlers = console +qualname = + +[logger_sqlalchemy] +level = WARN +handlers = +qualname = sqlalchemy.engine + +[logger_alembic] +level = INFO +handlers = +qualname = alembic + +[handler_console] +class = StreamHandler +args = (sys.stderr,) +level = NOTSET +formatter = generic + +[formatter_generic] +format = %(levelname)-5.5s [%(name)s] %(message)s +datefmt = %H:%M:%S diff --git a/alembic/env.py b/alembic/env.py new file mode 100644 index 0000000..7bc0d2a --- /dev/null +++ b/alembic/env.py @@ -0,0 +1,50 @@ +"""Alembic env — reads APP_DATABASE_URL from settings; Base.metadata as target.""" + +from __future__ import annotations + +from logging.config import fileConfig + +from alembic import context +from sqlalchemy import engine_from_config, pool + +from cctns_analyst.db.models import Base +from cctns_analyst.config.settings import Settings + +config = context.config +if config.config_file_name is not None: + fileConfig(config.config_file_name) + +settings = Settings() +config.set_main_option("sqlalchemy.url", settings.database_url) + +target_metadata = Base.metadata + + +def run_migrations_offline() -> None: + url = config.get_main_option("sqlalchemy.url") + context.configure( + url=url, + target_metadata=target_metadata, + literal_binds=True, + dialect_opts={"paramstyle": "named"}, + ) + with context.begin_transaction(): + context.run_migrations() + + +def run_migrations_online() -> None: + connectable = engine_from_config( + config.get_section(config.config_ini_section, {}), + prefix="sqlalchemy.", + poolclass=pool.NullPool, + ) + with connectable.connect() as connection: + context.configure(connection=connection, target_metadata=target_metadata) + with context.begin_transaction(): + context.run_migrations() + + +if context.is_offline_mode(): + run_migrations_offline() +else: + run_migrations_online() diff --git a/alembic/script.py.mako b/alembic/script.py.mako new file mode 100644 index 0000000..fbc4b07 --- /dev/null +++ b/alembic/script.py.mako @@ -0,0 +1,26 @@ +"""${message} + +Revision ID: ${up_revision} +Revises: ${down_revision | comma,n} +Create Date: ${create_date} + +""" +from typing import Sequence, Union + +from alembic import op +import sqlalchemy as sa +${imports if imports else ""} + +# revision identifiers, used by Alembic. +revision: str = ${repr(up_revision)} +down_revision: Union[str, None] = ${repr(down_revision)} +branch_labels: Union[str, Sequence[str], None] = ${repr(branch_labels)} +depends_on: Union[str, Sequence[str], None] = ${repr(depends_on)} + + +def upgrade() -> None: + ${upgrades if upgrades else "pass"} + + +def downgrade() -> None: + ${downgrades if downgrades else "pass"} diff --git a/alembic/versions/0001_initial.py b/alembic/versions/0001_initial.py new file mode 100644 index 0000000..08c478d --- /dev/null +++ b/alembic/versions/0001_initial.py @@ -0,0 +1,48 @@ +"""initial — AnswerRun + CctnsTable + +Revision ID: 0001 +Revises: +Create Date: 2026-07-16 19:00:00 + +""" +from __future__ import annotations + +from typing import Sequence, Union + +import sqlalchemy as sa +from alembic import op + +revision: str = "0001" +down_revision: Union[str, None] = None +branch_labels: Union[str, Sequence[str], None] = None +depends_on: Union[str, Sequence[str], None] = None + + +def upgrade() -> None: + op.create_table( + "answer_runs", + sa.Column("id", sa.String(), primary_key=True), + sa.Column("request_id", sa.String(), nullable=False), + sa.Column("question", sa.Text(), nullable=False), + sa.Column("sql_template", sa.Text(), nullable=False, server_default=""), + sa.Column("sql_attempts", sa.Integer(), nullable=False, server_default="0"), + sa.Column("row_count", sa.Integer(), nullable=False, server_default="0"), + sa.Column("latency_ms", sa.Integer(), nullable=False, server_default="0"), + sa.Column("status", sa.String(), nullable=False, server_default="pending"), + sa.Column("error_message", sa.Text(), nullable=True), + sa.Column("created_at", sa.TIMESTAMP(timezone=True), nullable=False), + sa.Column("updated_at", sa.TIMESTAMP(timezone=True), nullable=False), + ) + op.create_table( + "cctns_tables", + sa.Column("name", sa.String(), primary_key=True), + sa.Column("schema_name", sa.String(), nullable=False, server_default="cctns_mirror"), + sa.Column("columns_json", sa.Text(), nullable=False, server_default="[]"), + sa.Column("version", sa.String(), nullable=False, server_default="v1"), + sa.Column("captured_at", sa.TIMESTAMP(timezone=True), nullable=False), + ) + + +def downgrade() -> None: + op.drop_table("answer_runs") + op.drop_table("cctns_tables") diff --git a/frontend/next-env.d.ts b/frontend/next-env.d.ts new file mode 100644 index 0000000..830fb59 --- /dev/null +++ b/frontend/next-env.d.ts @@ -0,0 +1,6 @@ +/// +/// +/// + +// NOTE: This file should not be edited +// see https://nextjs.org/docs/app/api-reference/config/typescript for more information. diff --git a/frontend/next.config.js b/frontend/next.config.js new file mode 100644 index 0000000..fb64478 --- /dev/null +++ b/frontend/next.config.js @@ -0,0 +1,17 @@ +/** + * Next.js config — static export, basePath=/app, images unoptimised. + * Per harness/patterns/tech-stack.md §"Frontend Static-Export & Styling Rule" + * the single-origin /app/ path is mandatory. + */ +/** @type {import('next').NextConfig} */ +const nextConfig = { + output: "export", + basePath: "/app", + images: { unoptimized: true }, + // Static export forbids server actions; opt-in clean. + experimental: { + // empty on purpose + }, +}; + +module.exports = nextConfig; diff 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"0.1.0", + "private": true, + "description": "Next.js 15 + Tailwind v4 single-page UI for the CCTNS analyst", + "scripts": { + "dev": "NODE_OPTIONS=--no-experimental-webstorage next dev", + "build": "NODE_OPTIONS=--no-experimental-webstorage next build", + "start": "NODE_OPTIONS=--no-experimental-webstorage next start" + }, + "dependencies": { + "next": "^15.5.4", + "react": "^19.1.0", + "react-dom": "^19.1.0", + "react-markdown": "^9.0.1", + "remark-gfm": "^4.0.0" + }, + "devDependencies": { + "@tailwindcss/postcss": "^4.1.0", + "@types/node": "^22.10.0", + "@types/react": "^19.0.0", + "@types/react-dom": "^19.0.0", + "tailwindcss": "^4.1.0", + "typescript": "^5.6.3" + } +} diff --git a/frontend/postcss.config.js b/frontend/postcss.config.js new file mode 100644 index 0000000..478f590 --- /dev/null +++ b/frontend/postcss.config.js @@ -0,0 +1,8 @@ +// postcss config — Tailwind v4 plugin. +// Per `harness/patterns/tech-stack.md` §"Frontend Static-Export & Styling Rule" +// this file is **non-optional** with `@tailwindcss/postcss`. +module.exports = { + plugins: { + "@tailwindcss/postcss": {}, + }, +}; diff --git a/frontend/src/app/error.tsx b/frontend/src/app/error.tsx new file mode 100644 index 0000000..abae6ce --- /dev/null +++ b/frontend/src/app/error.tsx @@ -0,0 +1,29 @@ +"use client"; + +export default function ErrorPage({ + error, + reset, +}: { + error: Error & { digest?: string }; + reset: () => void; +}) { + return ( + + +
+

Something went wrong.

+

+ Try again — and if it keeps failing, switch to a shorter question. +

+ +
+ + + ); +} diff --git a/frontend/src/app/globals.css b/frontend/src/app/globals.css new file mode 100644 index 0000000..9fc745c --- /dev/null +++ b/frontend/src/app/globals.css @@ -0,0 +1,29 @@ +/* Global CSS for the CCTNS analyst frontend. + * + * Per `harness/patterns/tech-stack.md` §"Frontend Static-Export & Styling Rule": + * - FIRST two lines must remain `@source "../";` then `@import "tailwindcss";`. + * Anything below is custom. Do not overwrite the first two. + */ +@source "../"; +@import "tailwindcss"; + +:root { + color-scheme: light dark; +} + +html, body { + font-family: ui-sans-serif, system-ui, -apple-system, "Segoe UI", Roboto, "Helvetica Neue", Arial, sans-serif; + color: rgb(17 24 39); + background-color: rgb(249 250 251); +} +@media (prefers-color-scheme: dark) { + html, body { color: rgb(243 244 246); background-color: rgb(17 24 39); } +} + +.answer-markdown h1, .answer-markdown h2, .answer-markdown h3 { + font-weight: 600; + margin: 0.5em 0 0.25em 0; +} +.answer-markdown p { margin: 0.25em 0; } +.answer-markdown ul, .answer-markdown ol { padding-left: 1.25rem; margin: 0.25em 0; } +.answer-markdown code { font-family: ui-monospace, SFMono-Regular, Menlo, monospace; font-size: 0.875em; } diff --git a/frontend/src/app/layout.tsx b/frontend/src/app/layout.tsx new file mode 100644 index 0000000..ee5917e --- /dev/null +++ b/frontend/src/app/layout.tsx @@ -0,0 +1,15 @@ +import type { ReactNode } from "react"; +import "./globals.css"; + +export const metadata = { + title: "CCTNS Analyst", + description: "Natural-language → bounded SQL over the CCTNS mirror", +}; + +export default function RootLayout({ children }: { children: ReactNode }) { + return ( + + {children} + + ); +} diff --git a/frontend/src/app/page.tsx b/frontend/src/app/page.tsx new file mode 100644 index 0000000..8ce9439 --- /dev/null +++ b/frontend/src/app/page.tsx @@ -0,0 +1,219 @@ +"use client"; + +import { useState } from "react"; +import ReactMarkdown from "react-markdown"; +import remarkGfm from "remark-gfm"; + +type ApiRow = unknown[]; + +type ApiResponse = { + data?: { + answer: string; + sql: string; + columns: string[]; + rows: ApiRow[]; + latency_ms: number; + row_count: number; + sql_attempts: number; + status: "completed" | "failed"; + }; + error?: { code: string; message: string } | null; +}; + +export default function Page() { + const [question, setQuestion] = useState( + "How many FIRs are registered in Lucknow district?" + ); + const [busy, setBusy] = useState(false); + const [response, setResponse] = useState(null); + const [showSql, setShowSql] = useState(false); + const [error, setError] = useState(null); + + async function onAsk(e?: React.FormEvent) { + if (e) e.preventDefault(); + if (!question.trim()) return; + setBusy(true); + setError(null); + setResponse(null); + try { + const r = await fetch("/v1/answer", { + method: "POST", + headers: { "Content-Type": "application/json" }, + body: JSON.stringify({ question: question.trim() }), + }); + const body: ApiResponse = await r.json(); + if (body.error) { + setError(`${body.error.code}: ${body.error.message}`); + } else if (body.data) { + setResponse(body.data); + } + } catch (err) { + setError(`network_error: ${(err as Error).message}`); + } finally { + setBusy(false); + } + } + + return ( +
+
+

+ CCTNS Analyst +

+ + mirror: mock + +
+ +
+ +