morluto/rea

Fork

You've already forked rea

mirror of https://github.com/morluto/rea.git synced 2026-11-05 06:45:22 +00:00

Code Issues 1.3k Projects Packages Wiki Activity

[GH-ISSUE #5164] [Design] Science Studio tabular import + column typing (GraphPad-like stats prep) #3172

New issue

Closed

opened 2026-10-31 00:37:30 +00:00 by bsakaguchi · 1 comment

bsakaguchi commented

2026-10-31 00:37:30 +00:00

Owner

Copy link

Originally created by @ganttmeredith on GitHub (Oct 19, 2026).
Original GitHub issue: https://github.com/morluto/rea/issues/5164

Decision needed

Should Science Studio gain a local tabular import path for Excel (.xlsx/.xls), CSV, and delimited TXT that returns a typed column profile (continuous / categorical / string / …) before GraphPad-like tests and plots are offered?

Please approve, narrow, or decline before any integration implementation.

Proposal doc (draft PR): see linked PR once opened — docs/proposals/science-studio-tabular-data-typing.md.

Context and evidence

Science Studio already has a CSV-only stats service (/analyze/csv) that exposes pandas numeric columns.
Phase 2 clean-room stats are sketched in local investigation notes aligned with 05-stats-module.md (published stats definitions + scipy/matplotlib/plotnine — not Prism RE for MVP).
Users need Excel/TXT and semantic types so test/plot pickers can enable only applicable analyses, with caller overrides when inference is wrong.

Expected interaction with targets

Read existing files or captured data (caller-provided uploads in Science Studio)
Launch or attach to a process
Inject instrumentation or run scripts/code
Change process memory or registers
Write or change files/configuration (optional local analysis cache in the stats service — to confirm)
Contact network services
Recover protected code or work around protections

Boundary details

In scope: local parse, typed column profile, overrides, size limits TBD.
Out of scope: Prism binary RE, proprietary Prism project formats, copying Prism stats implementations, executing Excel macros.
REA impact is documentation/proposal unless maintainers later want an MCP table-inspect helper (separate decision).

Options under discussion

Approve v1 vocabulary {continuous, categorical, string, unknown} only.
Also include boolean / datetime in v1.
Defer Excel; CSV/TXT only first.
Decline / keep CSV numeric-only.

Before submitting

I searched related issues/PRs conceptually (stats Phase 2); this is a new typed-import proposal.
I understand contribution scope must be reviewed before integration.
No credentials or private samples included.

Originally created by @ganttmeredith on GitHub (Oct 19, 2026). Original GitHub issue: https://github.com/morluto/rea/issues/5164 ## Decision needed Should Science Studio gain a **local tabular import** path for **Excel (`.xlsx`/`.xls`), CSV, and delimited TXT** that returns a **typed column profile** (continuous / categorical / string / …) before GraphPad-like tests and plots are offered? **Please approve, narrow, or decline before any integration implementation.** Proposal doc (draft PR): see linked PR once opened — `docs/proposals/science-studio-tabular-data-typing.md`. ## Context and evidence - Science Studio already has a CSV-only stats service (`/analyze/csv`) that exposes pandas numeric columns. - Phase 2 clean-room stats are sketched in local investigation notes aligned with `05-stats-module.md` (published stats definitions + scipy/matplotlib/plotnine — **not** Prism RE for MVP). - Users need Excel/TXT and semantic types so test/plot pickers can enable only applicable analyses, with caller overrides when inference is wrong. ## Expected interaction with targets - [x] Read existing files or captured data (caller-provided uploads in Science Studio) - [ ] Launch or attach to a process - [ ] Inject instrumentation or run scripts/code - [ ] Change process memory or registers - [x] Write or change files/configuration (optional local analysis cache in the stats service — to confirm) - [ ] Contact network services - [ ] Recover protected code or work around protections ## Boundary details - **In scope:** local parse, typed column profile, overrides, size limits TBD. - **Out of scope:** Prism binary RE, proprietary Prism project formats, copying Prism stats implementations, executing Excel macros. - REA impact is documentation/proposal unless maintainers later want an MCP table-inspect helper (separate decision). ## Options under discussion 1. Approve v1 vocabulary `{continuous, categorical, string, unknown}` only. 2. Also include `boolean` / `datetime` in v1. 3. Defer Excel; CSV/TXT only first. 4. Decline / keep CSV numeric-only. ## Before submitting - [x] I searched related issues/PRs conceptually (stats Phase 2); this is a new typed-import proposal. - [x] I understand contribution scope must be reviewed before integration. - [x] No credentials or private samples included.

bsakaguchi closed this issue

2026-10-31 00:37:30 +00:00

bsakaguchi commented

2026-10-31 00:37:30 +00:00

Author

Owner

Copy link

@ganttmeredith commented on GitHub (Oct 19, 2026):

Closing: filed against public REA by mistake. Science Studio is a separate local product; this design discussion does not belong on morluto/rea.

@ganttmeredith commented on GitHub (Oct 19, 2026): Closing: filed against public REA by mistake. Science Studio is a separate local product; this design discussion does not belong on morluto/rea.

bsakaguchi referenced this issue

2026-10-31 00:51:13 +00:00

[GH-ISSUE #7681] [Bug] Session redirect rows omit the promised prior-hop response context #4603

No Branch/Tag specified

main

codex/procedure-reference-stacked

release-please--branches--main--components--rea-agents

release-please--branches--main--components--rea-agents--release-notes

codex/kuna-independent-retry

codex/byte-search-overlay-coverage

codex/open-failure-target-receipt

codex/kuna-xref-evidence

codex/ghidra-ambiguous-procedure-recovery

codex/function-source-bundle

codex/trace-function-integration-prototype

codex/snapshot-source-closure

codex/recorded-evidence-array-pages

codex/evidence-recovery-redesign

codex/trace-feature-address-scope

codex/call-discovery-scope

codex/ghidra-literal-candidate-evidence

codex/decompile-directory-independent-retry

codex/retry-provenance-base

codex/value-flow-capability-experiment

codex/ghidra-containing-instruction

cursor/readme-discord-button-ef9f

dependabot/github_actions/actions/setup-node-7.1.0

dependabot/github_actions/actions/upload-artifact-7.0.2

dependabot/npm_and_yarn/npm-minor-and-patch-d8d97ce6df

codex/kuna-1989

fix/8559-native-ui-fixture-ownership

fix/8555-go-verifier-mcp-ownership

codex/provider-capability-recovery

fix/8642-rizin-target-stdin

codex/ghidra-memory-effect-scope

codex/ghidra-annotation-entry-selector

codex/ghidra-readonly-recovery

codex/ghidra-regex-verifier-recovery

codex/evidence-discovery-view-guidance

fix/8545-bulk-append-overflow

fix/8428-navigation-refusal-alternatives

codex/address-context-recovery

codex/matching-member-limitations

codex/unknown-scope-contract

codex/evidence-view-guidance

feat/8373-native-trace-views

codex/ghidra-snapshot-verifier-binding

codex/elf-export-visibility

codex/evidence-view-recovery

codex/native-reference-cli-help

codex/provider-candidate-observation-scope

codex/kuna-session-verification

codex/ghidra-switch-lifetime-guidance

codex/pseudocode-paging-discovery

codex/clarify-evidence-view-support

codex/kuna-xrefs-selector-recovery

codex/context-capacity-recovery

codex/evidence-closure-large-links

codex/same-function-evidence-identity

codex/ghidra-verifier-inspected-jdk

codex/audit-guided-workflows

codex/crash-prompt-retained-dossiers

codex/analysis-view-error-recovery

codex/kuna-verifier-target-selection

codex/ghidra-selected-project-call-coverage

codex/docs-native-analysis-scope

codex/ghidra-java-socket-boundary

codex/ghidra-retained-snapshot-verifier

codex/ghidra-search-inventory-facts

fix/8284-zero-argument-parameter-bindings

fix/8198-ui-action-handler-offset

fix/8257-elf-entry-label-identity

fix/8304-deferred-output-schema-projection

fix/8277-call-path-computed-target-uncertainty

fix/pr-8089-conflicts

fix/ci-static-duplicate-export

dependabot/npm_and_yarn/lint-staged-17.6.0

dependabot/github_actions/actions/download-artifact-8.0.2

dependabot/npm_and_yarn/write-file-atomic-8.0.0

dependabot/npm_and_yarn/canonicalize-5.1.0

dependabot/github_actions/actions/cache/restore-6.1.0

dependabot/npm_and_yarn/toon-format/toon-4.4.0

dependabot/github_actions/actions/deploy-pages-5.0.1

codex/review-fixes-pr-2403

codex/review-fixes-pr-2400

codex/process-terminal-width

codex/test-brittleness-cleanup

verify/7167-browser-connect-macos

fix/7167-browser-connect

feat/native-matching-allowance-setting

feat/browser-scenario-dry-run

test/managed-caller-parameters-20261024

codex/parser-fortythird-boundaries

fix/6926-pinvoke-platform-decorations-20261023

fix/6889-har-body-encoding-20261023

fix/6888-sqlite-schema-budget-20261023

fix/dependency-security-gates-6708

cursor/evidence-overwrite-rebase-b4ac

feat/4057-verify-native-exports

fix/windows-acl-observer-overhead-20261022

cursor/erlang-beam-restack-4476

cursor/pe-certificate-review-bf32

fix/6116-javascript-application-fs-errors

fix/6061-unmapped-runtime-script-unknown

feat/browser-scenario-summary

fix/pe-certificates

codex/verify-3407

cursor/rebase-5699

cursor/rebase-5352

cursor/rebase-5600

cursor/fix-cli-schema-omission-10a8

codex/audit-hopper-shutdown-reasons-20261021

fix/demangle-swift-omitted-record

fix/nib-boolean-value-types

cursor/cancellation-partial-observation-a5ac

fix/ib-object-limit-reasons

fix/electron-fuse-limit-advice

fix/kuna-doctor-dangling-cache

fix/fixed-budget-refusal-advice

fix/js-ipc-listener-dedup

fix/js-return-member-provenance

fix/dmg-integrity-retry-advice

fix/ida-doctor-readiness

fix/kuna-version-probe-output-drain

fix/legacy-swift-runtime-name-matching

fix/dylib-lazy-load-commands

fix/browser-scenario-startup-cancel

fix/swift-nested-punycode-classification

fix/compare-unselected-scopes

fix/objc-method-budget-coverage

fix/dmg-mounted-root-observations

audit/ci-tests-20261019-round2

release/6.7.0

fix/wabt-cleanup-retry-resolution

fix/electron-fuse-elf-pe-architecture

fix/native-plist-descriptor-ownership

fix/kuna-caller-cleanup-ownership

experiment/atomic-codemode-20261016

review/first-contributor-3776

fix/call-resolution-full-read-cycles

fix/member-mutation-selection-repeat

experiment/atomic-re-tools-20261015

perf/member-mutation-lazy-origins

perf/static-network-mutation-index

fix/hopper-startup-lifecycle

audit/3050-windows-proof-20261015

feat/windows-window-capture-2183

audit/3049-windows-proof-20261015

audit/3735-macos-fixtures-20261015

fix/batch-decompile-null-pseudocode

fix/kuna-inventory-honors-jobs

experiment/browser-codemode-tool-design-20261015

fix/hopper-clean-runtime-argv

codex/review-2049-27f1b367

review-fixes/pr-2787-routing

fix/3360-scoped-this-emitters

fix/3367-replaced-global-effects

fix/3838-compact-any-value-items

test/hopper-download-probe-20261015

codex/windows-runtime-creation-red-green-20261015

codex/windows-readonly-root-red-green-20261015

codex/windows-root-share-red-green-20261015

codex/exp-1685-win-mcp-startup

codex/bug-sweep-20261015

investigate/2190-windows-package-phases

investigate/3543-macos-cli-deadline

perf/3281-reverse-tools-feedback-quality

fix/3406-hopper-doctor-fixture

fix/3341-wrapper-require-test-context

fix/3301-owned-uninstall-fixtures

fix/3164-compiler-input-ownership

fix/pcap-cleanup-stdout-newline-20261014

perf/interface-builder-summary

codex/review-fixes-pr-1977

fix/ghidra-effective-jvm-platform

fix/docs-turkish-rust-link-20261013

fix/main-maintenance-ci-20261010

fix/recover-binary-session-process-effects

codex/review-fixes-pr-2457

codex/ci-required-cancellation-gate

fix/main-format-baseline-20261013

fix/setup-preserve-entry-fields

cursor/restore-main-checks-1ffc

fix/ghidra-bridge-hashmap-import

codex/shared-ci-jadx-json-default-20261013

codex/shared-ci-ghidra-test-groups-20261013

codex/shared-ci-java-fixture-format-20261013

codex/fix-intrinsic-invocation-boundaries

test/release-preflight-reusable-jobs

test/js-parameter-provenance-expectation

fix/linux-hopper-verification-current

test/2419-ghidra-elf-probe-size

followup/pr-1544-native-ida

codex/fold-pr-2230-contribution

docs/readme-responsible-use

fix/issue-2064

fix/issue-2050

fix/issue-2053

fix/issue-1968

fix/issue-1945

experiment/codemode-bridge-20261011

fix/tool-effects-negative-wording-1904-20261012

fix/1842-electron-interop-provenance

feat/recover-javascript-multi-input

refactor/website-i18n-prep

fix/nativeaot-pe-virtual-extent

fix/browser-verifier-ci-hang

fix/pe-resources-input-selection

docs/beginner-friendly-guides

docs/beginner-setup-guide

fix/javascript-analysis-worker-1563

fix/1649-ghidra-duplicate-names

fix/javascript-export-keys-integration-1369

test/maintenance-boundary-contracts-20261011

review/javascript-export-keys-1369

review/process-live-progress-1483

test/javascript-1495-growth-ratio

fix/ci-escape-timing

docs/normalized-terminal-geometry-1450

release/6.3.0

archive/release-6.3.0-pr1381

release/6.2.0

fix/electron-preload-dynamic-override

fix/javascript-self-referential-bundler-edges

release/6.1.0

cursor/grok-client-cherry-pick-0b56

feat/signature-posture

feat/dyld-shared-cache

feat/artifact-integrity-policy

feat/pkg-inventory

release/6.0.0

chore/sync-release-5.0.0

release/5.0.0

cursor/cloud-agent-node-787e

fix/javascript-xhr-open-endpoints

review/pr-711-realpath-fallback-wording

cleanup/replay-confinement

codex/test-suite-performance

codex/issue-foundations

codex/address-open-issues-2026-07-20

agent/javascript-vite-rollup-esbuild-adapters

agent/process-cleanup

agent/triage-integration

agent/unknown-commands-registry

feat/mcp-identity-metadata

morlvps/issue_cleanup

codex/installer-redesign

morl/roadmap-investigation-core

morl/roadmap-investigation-docs

release-please--branches--main--components--rea

rea-agents-6.8.0

rea-agents-6.7.0

rea-agents-6.6.0

experiment/atomic-codemode-wait-runtime-20261016

rea-agents-6.5.0

rea-agents-6.4.0

rea-agents-6.3.0

rea-agents-6.2.0

rea-agents-6.1.0

rea-agents-6.0.0

rea-agents-5.0.0

rea-agents-4.1.0

rea-agents-4.0.1

rea-agents-4.0.0

rea-agents-3.2.1

rea-agents-3.2.0

rea-agents-3.1.0

rea-agents-3.0.0

rea-agents-2.7.0

rea-agents-2.6.0

rea-agents-2.5.1

rea-agents-2.5.0

rea-agents-2.4.0

rea-agents-2.3.0

rea-agents-2.2.0

rea-agents-2.1.0

rea-agents-2.0.0

rea-agents-1.7.0

rea-agents-1.6.0

rea-agents-1.5.0

rea-agents-1.4.0

rea-agents-1.3.0

rea-agents-1.2.0

rea-agents-1.1.0

rea-agents-1.0.0

rea-agents-0.5.0

rea-agents-0.4.0

rea-agents-0.3.0

rea-0.2.1

rea-0.2.0

Labels

Clear labels

Mirrored from GitHub Pull Request

No labels

Milestone

Clear milestone

No items

No milestone

Projects

Clear projects

No items

No project

Assignees

Clear assignees

No assignees

1 participant

Notifications

Due date

The due date is invalid or out of range. Please use the format "yyyy-mm-dd".

No due date set.

Dependencies

No dependencies set.

Reference

morluto/rea#3172

Reference in a new issue

Repository

morluto/rea

Title

Body

No description provided.

Delete branch "%!s()"

Deleting a branch is permanent. Although the deleted branch may continue to exist for a short time before it actually gets removed, it CANNOT be undone in most cases. Continue?

Rows
Columns