System Workers

Fleet health, lake scanners, Forge start/stop. GPU wall lives at /wall.

FORGE v3 · WALL · ROUTE · TRACE · COSMIC · NEXT

Role directory (collapsed)

Forge roles, self-healing, pipeline agents.

🛡️ PAMP (Next Expert Picker)

Determines which expert/model role should be triggered next in the pipeline to advance the mission request.

🔧 Corrector (Self-Healing Harness)

Monitors raw tool call errors and malformed output. When an exception occurs, the Corrector inspects error tracebacks and automatically re-prompts the model with corrective context.

💉 Injector (Context & Policy Injector)

Injects active editor context, system rules, security boundaries, and domain knowledge items (KIs) into the model's prompt stream before inference execution.

🧼 Normalizer

Deterministic AST and regex pre-processor. Strips Markdown syntax wrappers (e.g. ```json), unescapes strings, and repairs truncated JSON objects so downstream parsers never crash.

🌐 Cognitive Profile Worker

Scientific model selector and spec translator (formerly Thomas Translator) that translates unstructured goals into structured requirements, qualifying open-weight models for bounded execution roles.

⚖️ Evaluator & Peer Reviewer

Evaluates candidate model outputs against 100-point qualification rubrics (Requirement Recall, Constraint Recall, Non-Hallucination, and Latency).

Lake worker & satellite scanner

Background lake catalog/download (lake_coverage_service) and multisensor tile scanner. Controlled via Wrecks API /scanners/*.

	Worker	Status	Scans today	Actions
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Worker Metrics & Health

Detailed metrics for BAG scraper, satellite downloader, and scanners. Includes uptime, files processed, and redownload prevention checks.

— Total

— Running

— Stopped

	Worker	Status	Uptime	Files Scanned	Files Downloaded	Redownload Check	Actions
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Lake gap scanner · mode control

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Safe forge rebuild (code change)

Pauses keep-alive watchdogs first so cesarops2 worker builds are not interrupted. Never raw systemctl restart + cargo. Doc: cesarops-forge-v3/FORGE_REBUILD_SIDECAR.md

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Launch forge + restore last coder production

After a power outage, Forge is down but last_coder_production.json / mode_state.json on disk keep the last preset, lane flags, NIM model, and lane-A worker hint. For code changes use the safe rebuild panel above.

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Expected system services

	Service	Node	Status	Endpoint	Control
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Active routing

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Forge cluster workers

Start/stop calls Forge /cluster/worker/{name}/start|stop (proxied via api.cesarops.org on the public web).

	Worker	Host	Status	Model / port	Actions
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Ops & Credentials

Regularly-used Forge env files and fleet credentials. Password-gated — API returns metadata and Forge IDE links only, never secret values.