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docs(eve): show AI-classified Slack thread participation - #1253

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docs(eve): show AI-classified Slack thread participation#1253
benpankow wants to merge 2 commits into
benpankow/unsubscribe-rd-4from
benpankow/classifier

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@benpankow

@benpankow benpankow commented Jul 27, 2026

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Summary

Builds on stateful Slack thread participation with a structured AI SDK classifier example. It refreshes bounded Slack thread history and uses an AI Gateway model with the same ambient credentials as the main eve agent.

Also runs durable channel delivery policies inside the hydrated eve context so they can use SessionContext, defineState, and Slack thread handles.

Test Plan

  • pnpm --filter eve typecheck
  • Focused Slack, workflow-step, and send unit tests
  • pnpm docs:check
  • pnpm guard:invariants

Stack created with GitHub Stacks CLI

@vercel

vercel Bot commented Jul 27, 2026

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The latest updates on your projects. Learn more about Vercel for GitHub.

Project Deployment Actions Updated (UTC)
eve-docs Ready Ready Preview, Comment, Open in v0 Jul 27, 2026 8:54pm
eve-docs-1644 Ready Ready Preview, Comment, Open in v0 Jul 27, 2026 8:54pm
eve-docs-4759 Ready Ready Preview, Comment, Open in v0 Jul 27, 2026 8:54pm

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@github-actions

github-actions Bot commented Jul 27, 2026

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Bundle + Package Summary: apps/fixtures/weather-agent

Key takeaways

  • No notable deltas vs benpankow/unsubscribe-rd-4 (cf93286).

Delta vs benpankow/unsubscribe-rd-4 (cf93286)

Area Metric Baseline Current Delta
Package Packed tarball 7.42 MB 7.42 MB +1.4 kB ⚠️
Package Unpacked publish size 27.93 MB 27.94 MB +5.3 kB ⚠️
Package Installed footprint 67.09 MB 67.09 MB +5.3 kB ⚠️
Package Published files 2785 2786 +1
Package Installed files 6025 6026 +1
Runtime Unique function payloads 2 2 0
Runtime Total function bytes 14.63 MB 14.63 MB -40 B ✅
Runtime Public routes 11 11 0
Changed function payloads vs benpankow/unsubscribe-rd-4 (cf93286) (2)
Function Status Baseline Current Delta Route changes
functions/__server.func changed 7.32 MB 7.32 MB -20 B ✅ none
functions/.well-known/workflow/v1/flow.func changed 7.32 MB 7.32 MB -20 B ✅ none

eve init install

Metric Baseline Current Delta
Installed footprint 105.49 MB 105.50 MB +5.3 kB ⚠️
Installed packages 122 122 0
dependencies 4 4 0
devDependencies 2 2 0
Dependency package bytes 42.21 MB 42.22 MB +5.3 kB ⚠️
devDependency package bytes 5.04 MB 5.04 MB 0 B ➖
Build Metadata
  • Preset: vercel
  • Nitro: nitro@3.0.260610-beta
  • Output directory: apps/fixtures/weather-agent/.vercel/output
  • Build metadata timestamp: 2026-07-27T20:54:54.016Z
  • Route aliases: 11 public, 1 internal (12 total aliases)
  • Vercel routes in config: 14
  • Severity legend: 🔴 dominant/large, 🟠 notable, 🟡 watch, ⚪ small
Package Drill-Down

Package Details

  • Package: eve@0.27.7
  • Package directory: packages/eve
  • Tarball: 7.42 MB (eve-0.27.7.tgz)
  • Unpacked payload: 27.94 MB across 2786 published files
  • Installed footprint: 67.09 MB across 6026 installed files
  • Installed root package: 26.65 MB
  • Installed dependencies: 40.44 MB
  • Runtime dependencies: 1
  • Peer dependencies: 5 (4 optional)

Installed footprint is measured from an isolated temporary npm install of the packed tarball.

Heavy installed dependencies

  • eve: 26.65 MB (39.7%)
  • @rolldown/binding-linux-x64-gnu: 18.96 MB (28.3%)
  • ai: 6.43 MB (9.6%)
  • zod: 5.04 MB (7.5%)
  • nitro: 2.41 MB (3.6%)
Publish payload breakdown
Published file size
🔴 dist/src/compiled/shadcn-registry/index.js       [########################] 13.15 MB 47.1%
🟠 dist/src/compiled/experimental-ai-sdk-code-mo... [###.....................] 1.51 MB 5.4%
🟡 dist/src/compiled/@vercel/sandbox/index.js       [#.......................] 632.4 kB 2.3%
🟡 dist/src/compiled/_chunks/workflow/undici-C2Z... [#.......................] 502.4 kB 1.8%
🟡 dist/src/compiled/@chat-adapter/slack/index.js   [#.......................] 440.5 kB 1.6%
🔴 Other published files                            [#####################...] 11.70 MB 41.9%
Installed footprint breakdown
Installed package size
🔴 eve                             [########################] 26.65 MB 39.7%
🔴 @rolldown/binding-linux-x64-gnu [#################.......] 18.96 MB 28.3%
🔴 ai                              [######..................] 6.43 MB 9.6%
🔴 zod                             [#####...................] 5.04 MB 7.5%
🟠 nitro                           [##......................] 2.41 MB 3.6%
🟡 @ai-sdk/provider-utils          [#.......................] 852.0 kB 1.3%
🔴 Other installed packages        [######..................] 6.75 MB 10.1%
Runtime dependencies (1)
Package Range Notes
nitro 3.0.260610-beta
Peer dependencies (5)
Package Range Notes
@opentelemetry/api ^1.0.0 optional peer
ai catalog:
braintrust ^3.0.0 optional peer
just-bash ^3.0.0 optional peer
microsandbox ^0.5.0 optional peer
eve init install drill-down

eve init install details

  • Command: eve init my-agent
  • Package manager: npm
  • Installed footprint: 105.50 MB across 7894 installed files
  • Installed packages: 122 total (116 transitive-only)
  • dependencies: 4 direct packages totaling 42.22 MB
  • devDependencies: 2 direct packages totaling 5.04 MB
  • Other transitive package files: 58.24 MB

Installed footprint is measured from an isolated temporary eve init my-agent using the current packed eve tarball.

Heavy installed dependencies

  • @typescript/typescript-linux-x64: 27.95 MB (26.5%)
  • eve: 26.65 MB (25.3%)
  • @rolldown/binding-linux-x64-gnu: 18.96 MB (18.0%)
  • zod: 9.00 MB (8.5%)
  • ai: 6.43 MB (6.1%)
Installed footprint breakdown
Installed package size
🔴 @typescript/typescript-linux-x64 [########################] 27.95 MB 26.5%
🔴 eve                              [#######################.] 26.65 MB 25.3%
🔴 @rolldown/binding-linux-x64-gnu  [################........] 18.96 MB 18.0%
🔴 zod                              [########................] 9.00 MB 8.5%
🔴 ai                               [######..................] 6.43 MB 6.1%
🟠 @types/node                      [##......................] 2.54 MB 2.4%
🔴 Other installed packages         [############............] 13.97 MB 13.2%
dependencies (4)
Package Range Installed size Share
@vercel/connect 0.4.2 135.8 kB 0.1%
ai ^7.0.34 6.43 MB 6.1%
eve file:eve-0.27.7.tgz 26.65 MB 25.3%
zod 4.4.3 9.00 MB 8.5%
devDependencies (2)
Package Range Installed size Share
@types/node 24.x 2.54 MB 2.4%
typescript 7.0.2 2.50 MB 2.4%
Function Drill-Down

Payload Size Graph

Unique function payload size and share of total
🔴 functions/.well-known/workflow/v1/flow.func     [########################] 7.32 MB 50.0%
🔴 functions/__server.func                         [########################] 7.32 MB 50.0%

Top Function Payloads

🟠 functions/.well-known/workflow/v1/flow.func • 1 public route • 7.32 MB
Metric Value
Public routes /.well-known/workflow/v1/flow
Runtime nodejs24.x
Handler index.mjs
Payload 7.32 MB
Function files 7.32 MB across 43 files
Traced dependencies 0 B
Signal 🟠 Bundled file _chunks/runtime-artifacts.mjs is 1.57 MB (21.5%)

🟠 🔎 Dependency Analysis

📦 Bundled files:

Bundled file size
🟠 _chunks/runtime-artifacts.mjs   [###############.........] 1.57 MB 21.5%
🟠 index.mjs                       [###########.............] 1.17 MB 16.0%
🟡 _chunks/world-vercel.mjs        [#########...............] 900.3 kB 12.3%
🟡 _chunks/sandbox.mjs             [#######.................] 767.6 kB 10.5%
🟡 _libs/@ai-sdk/gateway+[...].mjs [####....................] 432.5 kB 5.9%
🟠 Other bundled files             [########################] 2.47 MB 33.8%

🧾 Vercel Config

{
  "handler": "index.mjs",
  "launcherType": "Nodejs",
  "shouldAddHelpers": false,
  "supportsResponseStreaming": true,
  "runtime": "nodejs24.x",
  "maxDuration": "max",
  "experimentalTriggers": [
    {
      "type": "queue/v2beta",
      "topic": "__eve776561746865722d6167656e74_wkf_workflow_*",
      "consumer": "default",
      "retryAfterSeconds": 5,
      "initialDelaySeconds": 0
    }
  ],
  "environment": {
    "WORKFLOW_PRECONDITION_GUARD": "1"
  }
}

🟠 functions/__server.func • 10 public routes, 1 internal alias • 7.32 MB
Metric Value
Public routes /
/eve/v1/callback/[token]
/eve/v1/connections/[name]/callback/[token]
/eve/v1/health
/eve/v1/info
/eve/v1/session
/eve/v1/session/[sessionId]
/eve/v1/session/[sessionId]/cancel
/eve/v1/session/[sessionId]/stream
/eve/v1/session/reset
Internal aliases /__server
Runtime nodejs24.x
Handler index.mjs
Payload 7.32 MB
Function files 7.32 MB across 43 files
Traced dependencies 0 B
Signal 🟠 Bundled file _chunks/runtime-artifacts.mjs is 1.57 MB (21.5%)

🟠 🔎 Dependency Analysis

📦 Bundled files:

Bundled file size
🟠 _chunks/runtime-artifacts.mjs   [###############.........] 1.57 MB 21.5%
🟠 index.mjs                       [###########.............] 1.17 MB 16.0%
🟡 _chunks/world-vercel.mjs        [#########...............] 900.3 kB 12.3%
🟡 _chunks/sandbox.mjs             [#######.................] 767.6 kB 10.5%
🟡 _libs/@ai-sdk/gateway+[...].mjs [####....................] 432.5 kB 5.9%
🟠 Other bundled files             [########################] 2.47 MB 33.8%

🧾 Vercel Config

{
  "handler": "index.mjs",
  "launcherType": "Nodejs",
  "shouldAddHelpers": false,
  "supportsResponseStreaming": true,
  "runtime": "nodejs24.x"
}

Build Timing: e2e/fixtures/agent-tools-sandbox

This is an informational timing measurement inside eve build, from preflight through publication. Output-size measurement and profile writing are excluded.

Build mode: deployable Vercel build with sandbox template prewarm included.

  • Build pipeline: 2.09 s -> 1.91 s (-182.0 ms) vs benpankow/unsubscribe-rd-4 (cf93286).
  • Timing is informational: shared GitHub runners are too variable for a hard timing budget.
Detailed phase timings vs `benpankow/unsubscribe-rd-4 (cf93286)`
Phase Baseline Current Delta
extension.check 1.1 ms 12.7 ms +11.6 ms
project.resolve 0.6 ms 9.1 ms +8.5 ms
workspace.create 0.7 ms 2.6 ms +1.9 ms
host.prepare 225.6 ms 213.9 ms -11.7 ms
vercel.service-prefix.resolve 1.9 ms 2.0 ms +0.1 ms
nitro.create 226.7 ms 202.9 ms -23.8 ms
sandbox.prewarm 349.9 ms 301.0 ms -48.9 ms
nitro.cache.prepare 0.3 ms 0.3 ms 0.0 ms
nitro.prepare 0.9 ms 0.8 ms -0.1 ms
nitro.public-assets 0.8 ms 0.8 ms 0.0 ms
nitro.prerender 0.5 ms 0.5 ms 0.0 ms
nitro.bundle 1.28 s 1.16 s -119.9 ms
nitro.cache.write 0.4 ms 0.4 ms 0.0 ms
agent-summary.emit 0.5 ms 0.5 ms 0.0 ms
nitro.close 0.1 ms 0.1 ms 0.0 ms
output.publish 3.5 ms 3.6 ms +0.1 ms
workspace.remove 2.2 ms 2.4 ms +0.2 ms

Signed-off-by: benpankow <ben.pankow@vercel.com>
…fication

Signed-off-by: benpankow <ben.pankow@vercel.com>
@benpankow
benpankow force-pushed the benpankow/unsubscribe-rd-4 branch from 5570351 to cf93286 Compare July 27, 2026 20:52
@benpankow
benpankow marked this pull request as ready for review July 27, 2026 20:52
@benpankow
benpankow force-pushed the benpankow/classifier branch from 06a1b23 to 5d10a28 Compare July 27, 2026 20:52
@benpankow benpankow changed the title feat(eve): Add withEveModelTransport to assist in thread-level classification docs(eve): show AI-classified Slack thread participation Jul 27, 2026
@benpankow

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Folded into #1252 so the thread participation API, hydrated workflow execution, and classifier example can be reviewed together.

@benpankow
benpankow force-pushed the benpankow/unsubscribe-rd-4 branch from cf93286 to 2d1e8ff Compare July 27, 2026 21:03
@benpankow benpankow closed this Jul 27, 2026
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