Add RCON player profile snapshots

ai/tasks/pending/TASK-129-parse-materialize-player-profile-message-blocks.md

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----
-id: TASK-129
-title: Parse and materialize player profile MESSAGE blocks
-status: pending
-type: backend
-team: Backend Senior
-supporting_teams:
-  - Arquitecto de Base de Datos
-  - Arquitecto Python
-roadmap_item: rcon-full-data
-priority: medium
----
-
-# TASK-129 - Parse and materialize player profile MESSAGE blocks
-
-## Goal
-
-Extract useful long-term player profile snapshots from RCON AdminLog `MESSAGE` blocks generated by the server bot.
-
-## Background
-
-Observed AdminLog `MESSAGE` blocks can include profile-like stats such as first seen, sessions, matches played, play time, sanctions, averages, kills, deaths, teamkills, K/D, victims, nemesis and favorite weapons. These are profile snapshots, not authoritative per-match stats.
-
-## Constraints
-
-- Do not use profile snapshots as authoritative per-match stats.
-- No frontend changes unless adding backend API contract tests requires fixtures.
-- Do not reactivate Elo/MMR.
-- Do not reintroduce Comunidad Hispana #03.
-- Do not store secrets, runtime DB files or `backend/runtime`.
-- Do not expose raw full `MESSAGE` content through public APIs by default.
-
-## Allowed Changes
-
-- backend parser/materialization/storage code for profile snapshots
-- backend tests with anonymized examples
-- this task file when moving it through the workflow
-
-## Implementation Requirements
-
-- Work from a dedicated branch for this task.
-- Read first:
-  - `AGENTS.md`
-  - `ai/architecture-index.md`
-  - `ai/repo-context.md`
-  - `ai/orchestrator/backend-senior.md`
-  - `ai/orchestrator/database-architect.md`
-  - `backend/app/rcon_admin_log_parser.py`
-  - `backend/app/rcon_admin_log_storage.py`
-  - existing AdminLog ingestion/materialization tests
-- Add a parser for profile-like `MESSAGE` content only.
-- Store extracted snapshots in a table such as `rcon_player_profile_snapshots`.
-- Include fields for target, player id/name, source server time, event timestamp, sessions, matches played, total kills/deaths, teamkills done/received, K/D, favorite weapons JSON, victims JSON, nemesis JSON, averages JSON, sanctions JSON and raw content.
-- Deduplicate by `target_key + player_id + source_server_time`.
-- Validate Spanish labels including `bajas`, `muertes`, `Víctimas`, `Némesis`, `Armas favoritas`, `Promedios` and `Sanciones`.
-
-## Validation Commands
-
-- `python -m compileall backend/app`
-- `python -m pytest backend/tests/<new_or_relevant_profile_message_tests>.py`
-
-## Manual Verification Steps
-
-- Confirm tests use anonymized MESSAGE examples.
-- Confirm non-profile `MESSAGE` entries are ignored.
-- Confirm duplicate snapshots are not inserted twice.
-- Confirm `/health` still works.
-- Confirm `git diff --name-only` matches the allowed scope.
-
-## Git Requirements
-
-- Create a dedicated branch for this task, for example `codex/task-129-profile-message-snapshots`.
-- Run relevant validation before committing.
-- Stage only intended files.
-- Commit the completed implementation.
-- Push the branch to origin.