Early Access

Workflow building for the coding agent era.

CLI

npm i -g terse-cli

Skill

npx skills add TerseAI/Terse

Works with

src/jobs/pr-joke.ts
import { createJob, generateText } from "terse-sdk"
// generated from your workspace
import {
  Triggers,
  Skills,
  GitHubRepo,
  SlackChannel,
} from "./terse.generated"
 
createJob({
  name: "pr-joke",
  // typed triggers
  triggers: [Triggers.github.onPullRequest({ repo: GitHubRepo.Terse })],
  onTrigger: async () => {
    await generateText({
      prompt: "Tell a programming joke",
      // scoped to channels you grant
      skills: [Skills.slack({ channel: SlackChannel.AllTerseInc })], 
    })
  },
})

Built to work in coding agents

Claude Code

claude

Claude Code v2.1.42

Sonnet 4.6 · Anthropic API

~/projects/deal-desk

/terse:create Add a workflow that summarizes related PRs and DMs the assignee in Slack when a Linear issue lands in Triage.

Let me check what Linear events look like.

Read 6 sample events from Triggers.linear.onIssueCreated

Writing the workflow.

Wrote linear-triage.ts (28 lines)

Testing against the 6 sample events.

6/6 passed in 1.1s.

Deploying.

Deployed in 8.2s. Triggers active at deal-desk-linear-triage.terse.run.

Try "/terse:create …"

? for shortcutsclaude-sonnet-4-6

src/jobs/linear-triage.ts

import { createJob, generateText } from "terse-sdk"
// generated types for your workspace ↓
import { Triggers, Skills, LinearProject, toolbox } from "./terse.generated"
 
createJob({
  name: "linear-triage-summary",
  triggers: [Triggers.linear.onIssueCreated({ project: LinearProject.Triage })],
 
  onTrigger: async (event) => {
    const issue = event.data.data
 
    // agentic reasoning, ACL'd skills ↓
    const summary = await generateText({
      prompt: `Summarize PRs linked to ${issue.identifier}`,
      skills: [Skills.linear(), Skills.github()],
    })
 
    // deterministic tool call ↓
    await toolbox.slack.sendMessage({
      slackUserId: issue.assignee.slackUserId,
      message: summary,
    })
  },
})

Claude Code

claude

Claude Code v2.1.42

Sonnet 4.6 · Anthropic API

~/projects/deal-desk

/terse:improve The Slack DMs aren't reaching everyone in last week's runs.

Pulling recent runs to find the failures.

Read 50 runs from linear-triage. 12 failed at slack.sendMessage.

Some assignees don't have a slackUserId. Adding a fallback to post in the team channel with the assignee's name.

Modified linear-triage.ts (+12 −4)

Replaying the 12 failed runs.

11/12 now pass. 1 still failing: the team channel is archived.

Shipping the fix.

Deployed in 2.1s. Replaying live events from the failed window.

Try "/terse:improve …"

? for shortcutsclaude-sonnet-4-6

src/jobs/linear-triage.ts+12−4

 import { createJob, generateText } from "terse-sdk"
 import { Triggers, Skills, LinearProject, SlackChannel, toolbox } from "./terse.generated"
  
 createJob({
   name: "linear-triage-summary",
   triggers: [Triggers.linear.onIssueCreated({ project: LinearProject.Triage })],
  
   onTrigger: async (event) => {
     const issue = event.data.data
  
     const summary = await generateText({
       prompt: `Summarize PRs linked to ${issue.identifier}`,
       skills: [Skills.linear(), Skills.github()],
     })
  
−    await toolbox.slack.sendMessage({
−      slackUserId: issue.assignee.slackUserId,
−      message: summary,
−    })
+    const slackUserId = issue.assignee.slackUserId
+    if (slackUserId) {
+      await toolbox.slack.sendMessage({
+        slackUserId,
+        message: summary,
+      })
+    } else {
+      await toolbox.slack.sendMessage({
+        channelId: SlackChannel.Triage.channelId,
+        message: `${issue.assignee.name}: ${summary}`,
+      })
+    }
   },
 })

Why Terse

Equipped to build production workflows.

Typed end-to-end

Mistakes caught at compile time, not in prod.

Your editor knows which channels, repos, and projects Terse has access to. Reference one you haven't granted, and the type checker catches it before the workflow ever runs.

src/jobs/release-alert.ts
await generateText({
  prompt: "Post the release notes to engineering.",
  skills: [Skills.slack({ channel: SlackChannel.Engineering })],
⚠Engineering channel either does not exist, or Terse does not have access. Add @Terse to the channel to grant access.
})

Improves with use

Production teaches the workflow.

Every week, Terse reviews recent runs and proposes patches: missing fallbacks, prompt drift, redundant calls. Apply with terse apply, verify with terse test.

terminal

terse apply

Loaded 22 agents

Choose an agent

Latest Tech News3 pending improvements

Posthog Log Chat Bot3 pending improvements

Linear Issue Daily Summary2 pending improvements

Monthly Release Notes → Gmail Draft2 pending improvements

Update Docs on PR Merged2 pending improvements

Personal To-do list1 pending improvement

Deterministic by default

Skip the agent when you don't need one.

Not every step needs reasoning. Call skill methods directly with the toolbox: same typed SDK, same ACL'd scopes, no agent overhead. Use it when you just need to push, pull, or post.

src/jobs/deploy-notify.ts
import { toolbox, SlackChannel } from "./terse.generated"
 
// no agent needed for deterministic calls
await toolbox.slack.sendMessage({
  channelId: SlackChannel.Releases.channelId,
  message: "Deployed v2.4.1",
})

Debug like code

Reproduce any run locally.

terse history lists past runs. terse replay reproduces any one locally with the exact event. terse test runs jobs locally against sample events. terse listen pipes live prod events into your dev process.

terminal
$terse replay run_8a3f29
Replaying linear-triage with event from 2026-05-12 14:23:08
⎿Loaded 1 trigger event
⎿Loaded 3 skill responses from production
Error: Slack user not found for email assignee@terse.dev
at linear-triage.ts:38 (toolbox.slack.dmUser)
Fix locally, verify with terse test, redeploy.

Ready?

Your first workflow in 60 seconds.

Install the CLI, write a job in TypeScript, deploy serverless.

CLI

npm i -g terse-cli

Skill

npx skills add TerseAI/Terse

View source on GitHub