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- cli_invocation100.0%4.0kaudit42%1.6k
- record1.6k
model20%800- method630
- type81
- search32
- create19
- get12
- validate10
- list7
- delete6
- output2
- edit1
data17%687- get502
- delete75
- versions62
- list29
- query19
extension15%585- search336
- info83
- pull52
- fmt36
- push31
- quality27
- trust6
- source5
- version5
- list4
workflow3%100- run28
- approve16
- resume13
- create11
- validate9
- delete8
- search6
- schema4
- evaluate2
- approvals2
- get1
issue1%53- get51
- ripple1
- bug1
help1%41- extension14
- data7
- model3
- issue2
- audit2
- auth1
- update1
- serve1
- agent1
doctor0%15- extensions13
- audit2
auth0%10- whoami9
- login1
update0%4vault0%4- search2
- type2
datastore0%3- status2
- type1
source0%2- fetch1
- path1
repo0%2- init2
config0%2- list2
report0%2- type1
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open0%1agent0%1- list1
summarise0%1
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. Author templates from a typed intent (round-tripped), and wire an R project to record its work (init).
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 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, …).
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.