vcjdeboer
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- cli_invocation100.0%2.9kaudit37%1.1k
- record1.1k
data23%680- get501
- delete75
- versions61
- list29
- query14
model22%633- method487
- type67
- search24
- create18
- get11
- validate10
- list7
- delete6
- output2
- edit1
extension12%343- search163
- info58
- pull37
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- fmt21
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- list3
workflow3%95- run28
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- resume13
- create11
- validate9
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- search5
- evaluate2
- approvals2
- schema1
issue2%53- get51
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help1%18- extension11
- issue2
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- auth1
doctor0%11- extensions11
auth0%7- whoami6
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Session Write
Governed parameter-fill of analysis templates: an AI fills only the typed parameter slots of a frozen template, and the validate method is the deterministic gate that asserts the structure was untouched and every fill satisfies its slot contract — bounded, validated, reproducible AI authoring. Also carries the R-project on-ramp: the init method wires a project to record its work (writer init), with repoDir auto-resolved from SWAMP_REPO_DIR.
Session Execute
Headless runtime for governed analysis templates: run a filled template's code in a pinned nix R environment with the swamprecord recorder armed, writing the same typed provenance a live session would, then verify the run against the template's swamp.returns contract. The perform member of the swamp session-* suite.
Session Witness
An ultralight, tamper-evident seal over a recorded session: chains the swamp content checksums of a session-record ledger's versions into one sha256 session digest and attests its authors; verify recomputes it. Alter any past record and the digest changes. The master member of the swamp session-* suite.
Session Suite
Agent + human guidance for the swamp session-* suite: how to record a live session, author a governed analysis (fill a frozen template's typed slots, validated), run it headless, and seal it — and where the R env flake, templates, and recorder clients live. Wire an R project to record its work with the writer init on-ramp.
Session Record
A language-agnostic provenance ledger for interactive data-science sessions: append one immutable record per executed cell/chunk — code, value, figures, console, warnings, packages, and runtime-declared functions with their internal dependencies — from any client (R/RStudio, Python/Jupyter, targets, …).