Overview

The Source Archive Specialist is an L3 agent operating in the domain domain of the Prismatic Platform. This agent creates optimized code packages, manages source code archival processes, and ensures that the platform's codebase is properly packaged for distribution, backup, and historical preservation. In a platform with 90 umbrella applications and over 2.8 million lines of code, systematic source archival is not merely a convenience but a critical operational requirement for disaster recovery, audit compliance, and knowledge preservation.

Source code archival extends beyond simple backup. The Source Archive Specialist understands the semantic structure of the codebase, creating intelligent archives that preserve not just files but their relationships, dependencies, compilation artifacts, and historical context. This enables precise point-in-time reconstruction of any version of the platform, supporting both regulatory compliance requirements and the platform's self-evolution capabilities.

This agent is part of the platform's 434-strong autonomous agent ecosystem, operating under AIAD standard compliance and enforcing the NO MERCY doctrine for archive integrity.

Core Responsibilities

Responsibility	Description	Frequency
Code Packaging	Create optimized release packages for deployment	Per release
Archive Generation	Generate compressed, deduplicated source archives	Daily
Dependency Bundling	Package dependencies with exact version locks	Per release
Historical Snapshots	Maintain point-in-time codebase snapshots	Weekly
Integrity Verification	Validate archive checksums and completeness	Continuous
Cleanup Management	Prune old archives according to retention policy	Monthly
Audit Trail	Maintain provenance records for all archives	Continuous

Archive Architecture

The Source Archive Specialist maintains a multi-tier archive architecture that balances storage efficiency with retrieval speed.

Tier 1: Hot Archives (Current + Last 7 days)
├── Full source packages with compiled artifacts
├── Immediately accessible for rollback
└── Stored on high-performance storage

Tier 2: Warm Archives (Last 30 days)
├── Source-only packages (no compiled artifacts)
├── Available within minutes for reconstruction
└── Stored on standard storage

Tier 3: Cold Archives (Last 365 days)
├── Compressed, deduplicated archives
├── Available within hours for reconstruction
└── Stored on archival storage

Tier 4: Deep Archives (Historical)
├── Maximum compression, minimum redundancy
├── Available within days for reconstruction
└── Stored on long-term archival storage

Tier	Retention	Compression	Retrieval Time	Storage Cost
Hot	7 days	None	Instant	High
Warm	30 days	gzip	Minutes	Medium
Cold	365 days	zstd (max)	Hours	Low
Deep	Indefinite	zstd + dedup	Days	Minimal

Technical Implementation

defmodule PrismaticAgents.SourceArchiveSpecialist do
  @moduledoc """
  L3 Source Archive Specialist agent.
  Creates optimized code packages and manages source archival.
  """

  use GenServer
  require Logger

  @archive_check_interval_ms :timer.hours(6)

  defstruct [
    :last_archive_at,
    :archive_inventory,
    :storage_metrics,
    :integrity_status,
    status: :monitoring
  ]

  @spec start_link(keyword()) :: GenServer.on_start()
  def start_link(opts \\ []) do
    GenServer.start_link(__MODULE__, opts, name: __MODULE__)
  end

  @impl true
  def init(_opts) do
    schedule_archive_check()
    {:ok, %__MODULE__{archive_inventory: load_inventory()}}
  end

  @impl true
  def handle_info(:archive_check, state) do
    integrity = verify_archive_integrity(state.archive_inventory)
    storage = calculate_storage_metrics(state.archive_inventory)

    :telemetry.execute(
      [:prismatic, :agents, :source_archive, :check],
      %{archives_verified: length(integrity.verified), issues: length(integrity.issues)},
      %{total_storage_mb: storage.total_mb}
    )

    schedule_archive_check()

    {:noreply, %{state |
      integrity_status: integrity,
      storage_metrics: storage,
      last_archive_at: DateTime.utc_now()
    }}
  end

  @spec create_release_package(String.t(), keyword()) :: {:ok, map()} | {:error, term()}
  def create_release_package(version, opts \\ []) do
    include_deps = Keyword.get(opts, :include_deps, true)
    compression = Keyword.get(opts, :compression, :zstd)

    with {:ok, files} <- collect_source_files(),
         {:ok, deps} <- if(include_deps, do: collect_dependencies(), else: {:ok, []}),
         {:ok, archive} <- create_archive(files ++ deps, version, compression),
         {:ok, checksum} <- calculate_checksum(archive) do
      {:ok, %{
        version: version,
        path: archive,
        checksum: checksum,
        file_count: length(files) + length(deps),
        created_at: DateTime.utc_now()
      }}
    end
  end
end

Package Types

The Source Archive Specialist produces several types of code packages, each optimized for its specific use case.

Package Type	Contents	Size	Use Case
Release Package	Compiled BEAM files, config, scripts	~50 MB	Production deployment
Source Package	All `.ex`, `.exs`, config, docs	~120 MB	Development distribution
Full Archive	Source + deps + compiled + docs	~300 MB	Complete backup
Minimal Archive	Core source only, no deps	~40 MB	Code review, audit
Delta Package	Changes since last archive	~1-10 MB	Incremental backup

Integrity Verification

Every archive produced by the Source Archive Specialist includes cryptographic integrity verification to detect corruption or tampering.

Verification Method	Algorithm	Scope	Frequency
File Checksum	SHA-256	Individual files	At creation
Archive Checksum	SHA-512	Complete archive	At creation + daily
Manifest Verification	HMAC-SHA-256	File listing	At creation + weekly
Cross-Reference	Merkle tree	Archive set	Monthly

Storage Metrics

Metric	Current	Target
Total archive storage	2.4 GB	< 5 GB
Archive count	156	Managed by retention
Average archive size	15.4 MB	< 50 MB
Deduplication ratio	78%	> 70%
Integrity check pass rate	100%	100%

Retention Policy Management

The Source Archive Specialist enforces a structured retention policy that balances storage costs against the need for historical reconstruction capability. Different archive tiers follow different retention schedules, with automatic promotion and demotion between tiers as archives age.

Policy Rule	Application	Automation
7-Day Hot Window	All archives remain in hot tier for first 7 days	Automatic demotion to warm on day 8
30-Day Warm Retention	Warm archives retained for 30 days before cold migration	Automatic compression and migration
365-Day Cold Retention	Cold archives retained for one year	Annual review for deep archive migration
Indefinite Deep Storage	Milestone releases and tagged versions kept permanently	Manual tagging by Strategic Command
Emergency Preservation	Any archive can be frozen to prevent automatic deletion	Manual freeze by L2+ authority
Regulatory Compliance	Archives related to compliance reports retained 7 years	Automatic compliance tagging

Archive Reconstruction Verification

The Source Archive Specialist periodically verifies that archived packages can be successfully reconstructed into a working development environment. This verification catches subtle corruption issues that checksum verification alone cannot detect.

defmodule PrismaticAgents.SourceArchiveSpecialist.ReconstructionVerifier do
  @moduledoc """
  Verifies that archived packages can be fully reconstructed
  into working development environments.
  """

  @spec verify_reconstruction(String.t()) :: {:ok, map()} | {:error, term()}
  def verify_reconstruction(archive_path) do
    temp_dir = create_temp_workspace()

    with {:ok, _} <- extract_archive(archive_path, temp_dir),
         {:ok, _} <- verify_file_completeness(temp_dir),
         {:ok, _} <- verify_dependency_resolution(temp_dir),
         {:ok, compile_result} <- attempt_compilation(temp_dir),
         {:ok, _} <- verify_test_execution(temp_dir) do
      cleanup_workspace(temp_dir)

      {:ok, %{
        archive: archive_path,
        files_verified: compile_result.file_count,
        compilation: :success,
        tests: :passed,
        verified_at: DateTime.utc_now()
      }}
    else
      {:error, reason} ->
        cleanup_workspace(temp_dir)
        {:error, %{archive: archive_path, failure: reason}}
    end
  end
end

Verification Check	Frequency	Scope	Pass Rate Target
Hot Archive Reconstruction	Weekly	Latest 3 archives	100%
Warm Archive Reconstruction	Monthly	Random sample of 5	100%
Cold Archive Reconstruction	Quarterly	Random sample of 3	100%
Deep Archive Reconstruction	Annually	All milestone archives	100%

Integration Points

Quality Gates -- Archive creation gated by quality checks
Telemetry Integration -- Archive metrics and storage monitoring
Autonomous Self-Healing -- Auto-repair corrupted archives
AIAD Standard -- Full agent specification compliance

AIAD Specification Compliance

AIAD Component	Status
Agent specification file	Compliant
Behavioral rules	8 rules defined
Telemetry integration	Full coverage
NM/ND doctrine enforcement	Active
SEADF integration	Registered

Disaster Recovery Integration

The Source Archive Specialist plays a critical role in the platform's disaster recovery strategy. In the event of a catastrophic failure -- data center loss, repository corruption, or supply chain attack -- the archive system provides the foundation for rapid platform reconstruction.

Recovery Scenario	Archive Tier Used	Recovery Time Objective	Recovery Point Objective
Repository Corruption	Hot (Tier 1)	< 1 hour	< 1 day
Build System Failure	Hot (Tier 1)	< 2 hours	< 1 day
Data Center Loss	Warm (Tier 2)	< 8 hours	< 7 days
Compliance Audit	Cold/Deep (Tier 3-4)	< 24 hours	Point-in-time
Historical Investigation	Deep (Tier 4)	< 72 hours	Specific version

Shell Setup Specialist -- Development environment configuration for archive tooling
Scalability Architect -- Storage scaling for archive growth
Strategic Command -- Archive retention policy governance

Authority Level

L3 - Strategic Command - Multi-domain coordination with authority to create, manage, and verify source code archives across the entire platform.

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Created by Tomáš Korcak (korczis) | Open Source under GHL

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source-archive-specialist

Overview

Core Responsibilities

Archive Architecture

Technical Implementation

Package Types

Integrity Verification

Storage Metrics

Retention Policy Management

Archive Reconstruction Verification

Integration Points

AIAD Specification Compliance

Disaster Recovery Integration

Authority Level

Connect & Contribute

Agent Info

Agent Distribution

Agent Domains

Related Content

Color Teams

Doctrine

OSINT Sources

source-archive-specialist

Overview

Core Responsibilities

Archive Architecture

Technical Implementation

Package Types

Integrity Verification

Storage Metrics

Retention Policy Management

Archive Reconstruction Verification

Integration Points

AIAD Specification Compliance

Disaster Recovery Integration

Related Agents

Authority Level

Connect & Contribute

Agent Info

Agent Distribution

Agent Domains

Related Content

Color Teams

Doctrine

OSINT Sources