provenance 14

Provenance-aware execution and output security for DeepSeek Harness, with visible receipts and trusted declassification.

OpenBKN business knowledge-network context for DeepSeek Harness

Read-only insight panel for a DeepSeek Harness profile: where every plugin, service, tool and model came from, which config layer inserted or disabled it, and what is running right now.

Native memory for DeepSeek Harness — auditable facts with evidence chains, powered by StateCore

Ask any line of code its backstory: what it does, and why it's here — grounded in git history and the agent's own session log. Ships a DeepSeek Harness plugin and a standalone MCP server.

Fact-checking skill for DeepSeek Harness: verifies claims against the open web instead of model memory, cross-checks independent sources across domestic and international search ecosystems, and can route three factual judgements (does the evidence support

Claude Science-style research workbench for DeepSeek Harness: ReAct research-loop engine (research_* tools), versioned artifacts with provenance (artifact_* tools), SSH remote-compute engine for long bioinformatics jobs on workstations/HPC (remote_* tools

Prompt audit for dsh: record a content-addressed digest of every assembled model request — per message (role, id, content hash, author) plus the effective system prompt's identity and hash — to a sidecar file outside the session log. Answers "was this tex

DeepSeek Harness out-of-tree plugin: a file panel beside the conversation — the session's workspace as a tree, the files it produced pinned above, and a mark on every row it touched.

DeepSeek Harness plugin for Readproof: stable readproof:// identity, freshness policy, snapshots, per-run manifests, diff, byte-exact replay, and evidence bundles as model-callable tools.

Read-only git provenance tools for DeepSeek Harness agents

Evidence-chain and conformance checks for any deliverable inside DeepSeek Harness: turn a requirements document (competition rules, journal guidelines, acceptance criteria, tender documents) into an executable spec and grade the deliverable against it; tr

DataTally: verifiable public usage profiles of data assets for DeepSeek Harness. search_assets / get_asset_profile / compare_assets. DataTally records; you judge.

DeepSeek Harness plugin for bounded, provenance-linked context steady state with recoverable raw history