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wire

The Wire Framework — AI-accelerated data platform delivery for the full lifecycle: requirements, design, development, testing, deployment, enablement

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★ 11v4.1.2FSL-1.1-ALv2updated 2026-10-08rittmananalytics/wire-plugin
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Preview · a replayed session in a sandbox
claude · ~/work/app · wire
› fix the failing auth test and add an audit log call ⏺ Read(src/auth.ts) ⎿ Read 6 lines ⏺ Update(src/auth.ts) ⎿ Added 2 lines, removed 1 line ⏺ Bash(bun test) ⎿ 3 pass, 1 fail ● Done. refresh now rejects expired claims and logs an audit event. ✻ Worked for 42s · done 4:20 PM › /wire-usage ⎿ wire: No Wire commands have run in this session yet. ────────────────────────────────────────────────────────────────────────────────────────────────────────────────────── › ? for shortcuts
README

<img src="docs/images/wire_logo_transparent.png" alt="Wire Framework" width="220">

Wire Framework v4.1.2

Wire is a structured delivery system for data platform engagements, built on top of Claude Code and Gemini CLI. It encodes analytics engineering methodology as workflow specifications that the AI reads before generating anything so that output follows consistent patterns, traces back to requirements and can be validated automatically rather than having to be manually eyeballed.

Instead of prompting an AI to write a dbt model and hoping it follows your conventions, you run /wire:dbt-generate and the AI receives a specification that tells it exactly which upstream design decisions to read, which naming patterns to apply, which tests to include, and how to update the project status tracker when it's done.

Full documentation at docs.rittmananalytics.com


The Problem It Solves

AI code generation can produce syntactically valid SQL. Where it falls down is methodology: consistent naming conventions across 15+ models, correct surrogate key patterns, relationship test coverage on every foreign key, traceability from business requirement to warehouse column. These failures are not knowledge failures, as the models typically do know the conventions. They are, however, context and control failures as without a structured methodology constraining generation, LLMs improvise and the accumulated inconsistencies across a project erode the value of using AI at all.

Wire closes this gap by encoding the methodology as workflow specifications that the AI reads before generating anything. Each specification tells the AI which upstream artifacts to read, which templates to follow, which validation checks to apply, and how to update the project state tracker. The result is of typically of an equivalent level of quality of a senior analytics engineer who has been on the project for months, because it was generated by an AI that read every design decision and requirement that a senior analytics engineer would have absorbed.

Wire does not replace consultants or developers. It gives them an AI that works quickly and consistently, freeing them to focus on client relationships, design decisions and the judgement calls that automation cannot make.


Key Features

  • Direct the work, don't memorise the commands (v4.0.0) — on Claude Code, say what you want done and Wire works out which command that is from the release type's own definition, runs it, reports what it did in plain words with the command named in the closing line, and stops where a decision is yours. Every step runs the real command, so status.md, the execution log, the precondition gate and the artifacts on disk are identical to typing it. Reviews are never run without your ruling; parked decisions are listed at the start of every session; and orchestration.mode: manual in the engagement context restores the pre-4.0 behaviour exactly. Three tiers: one human directs, one session orchestrates, and the specialist agents run as flat lanes with their own state files
  • 341 slash commands covering the full delivery lifecycle: Discovery (Shape Up + RA Canonical SOP), Requirements, Design, Development, Testing, Deployment, Enablement, Platform Migration, Agentic Data Stack
  • 12 release types matching common engagement shapes: Shape Up discovery, SOP / Canonical discovery (sponsor-facing Findings Playback), full platform builds, pipeline-only, dbt development, dashboard extensions, dashboard-first rapid dev, enablement, platform migration (BigQuery ↔ Snowflake), agentic data stack (governed self-service analytics with eval suite), droughty (schema introspection and base-layer generation from live warehouses), and custom (bespoke deliverables defined from SoW documents) — every release type is now backed by a machine-readable process definition (see Precondition Gate below), not just documentation
  • Two-tier engagement structure separating long-running client context from individual scoped releases
  • Generate / validate / review lifecycle for every artifact: structured generation, automated checks, stakeholder sign-off
  • Precondition gate (v4.0.0) — every command blocks by default on an unmet prerequisite; overriding requires a recorded name and reason, so skipping a step on purpose is always a visible, attributable decision rather than something that silently happened
  • Process and data model registries (v4.0.0) — release-type sequencing and command specs are sourced from a private, branch-protected wire-process-registry; an optional, automatically-detected canonical data model registry (wire-data-model-registry) proposes industry-standard entity structures without ever bundling proprietary content into this public plugin — see docs.rittmananalytics.com/en/latest/docs/advanced/registries
  • Business rules discovery (v4.0.0) — an optional first step on any development release that establishes what a metric actually means before design starts. One register per business domain, holding every competing definition with the file it came from, what they disagree on, the decision and who approved it. A rule nobody has decided is recorded as unknown rather than left out, and each rule with a legacy definition generates a reconciliation query that runs immediately rather than surfacing as a mismatch in testing
  • Modality models as a design input (v4.0.0) — where a client already models their data in Modality, /wire:utils-modality-link points the release at it and the conceptual model, logical model and pipeline design read entities, sources and cardinality from the existing .mml files rather than deriving them. The requirements are still read, and the difference between the two is raised as a finding rather than resolved silently
  • Modelling-led discovery (v4.0.0) — sop_discovery now offers two routes through the same three pillars. diagnostic is the canonical playbook; modelling_led replaces the three analyses with a current-state appraisal and a signed-off conceptual and logical model, and produces the roadmap before the playback because it is one of the five things the sponsor signs off. Release types can now declare profiles that enable or disable phases and override a gate, so the ordering is enforced rather than requested
  • Logical model (v4.0.0) — the step between the conceptual and the physical model that Wire previously skipped: keys, cardinality, identity resolution with attributed precedence, normalisation, and attribution rules with their remainder handling. Those decisions were being made implicitly inside data_model-generate and arriving already expressed as dbt models. Optional in full_platform, standard in a modelling-led discovery
  • Plain Language by default: the plugin ships a Plain Language output style that activates automatically while Wire is enabled, so every response is written in simple, concise, jargon-free English. Generated artifacts are unaffected (they follow their own templates and the reference-legibility convention); override per project in .claude/settings.local.json or by editing the style
  • Status reconciliation (/wire:status-sync) for work done outside command runs: diffs recorded state against git history, files on disk, and the execution log, then repairs status files, sprint-plan story states, and session history with consultant confirmation
  • 27 ad-hoc development skills that activate automatically during coding work (dbt, LookML, Dagster, Python, Fivetran, Airbyte, Coupler.io, RudderStack, Segment, Looker, Snowflake, Hightouch, BigQuery, Cloud Run, gcloud) without any explicit invocation, plus 26 Amplitude product-analytics skills for working with an Amplitude instance
  • Wire Agents — 13 specialist subagents (dbt developer, semantic layer developer, pipeline engineer, migration specialist, and 9 others) dispatched automatically on every generate and validate command. /wire:delegate computes a full parallel/sequential execution plan across all pending work, with fan-out parallelism for large model sets (layers stay sequential; agents within each layer run in parallel). Under the director model they run as lanes: own tree, own state file rewritten after each completed item, and no writes to status.md — the orchestrating session is the single writer of the record
  • Release claim and parked decisions (v4.0.0) — a release records who is driving it, so a second session offers to join as reviewer or take over after a 30-minute stall rather than dispatching into work someone else is running. Decisions waiting on you are a list in status.md, reported first thing every session
  • Attribution (v4.0.0) — execution-log rows carry By and Session (typed, orchestrator, a lane label, or autopilot), and telemetry carries the same as invoked_by. Older four-column log rows stay valid and are never rewritten
  • Autopilot mode for autonomous end-to-end delivery
  • Jira and Linear integration for issue tracking synced to the artifact lifecycle
  • Confluence and Notion integration for client-facing document review
  • Fathom integration for surfacing relevant meeting transcript context during reviews
  • Runs on Claude Code (Anthropic) and Gemini CLI (Google)

Claude Code, Gemini, Plugins, Skills, and MCP Servers

Wire is distributed as a Claude Code plugin and a Gemini CLI extension. Installing the plugin embeds every Wire command inline — no framework files need to exist in your project repository.

Plugins provide the 261 /wire:* commands. Each command file contains its full workflow specification, so the AI receives complete instructions as context at invocation time.

Skills sit alongside commands but work differently. They activate automatically during ad-hoc coding work without any explicit invocation. When you start writing a dbt model, the dbt development skill provides naming conventions, SQL style rules, and testing patterns as background context. The following skills are included:

SkillActivates when…
dbt-developmentWriting dbt models, tests, or documentation
dbt-migrationMigrating dbt projects across platforms
dbt-fusionResolving dbt Core to Fusion migration errors
dbt-mcp-serverConfiguring the dbt MCP server
dbt-analytics-qaAnswering business questions from dbt data
dbt-dagGenerating lineage diagrams
dbt-unit-testingWriting dbt unit tests
dbt-semantic-layerWorking with the dbt Semantic Layer
dbt-troubleshootingDiagnosing dbt errors
lookml-content-authoringWriting LookML views, explores, and dashboards
looker-dashboard-mockupGenerating HTML dashboard mockups
dagsterWriting Dagster asset definitions and pipelines
dignified-pythonWriting production-quality Python
fivetranConfiguring Fivetran connectors via MCP
airbyteManaging Airbyte connections and ingestion via the Airbyte Agent MCP server
coupler-ioManaging Coupler.io dataflows (ingestion and reverse ETL) via MCP
rudderstackManaging RudderStack sources, destinations, and tracking plans via MCP
segmentWorking with Twilio Segment sources, destinations, and tracking plans
snowflake-developmentWriting queries, designing objects, auditing, and migrating Snowflake via MCP
hightouchAuditing and migrating Hightouch reverse ETL syncs via the Hightouch REST API
bigquery-basicsManaging BigQuery datasets, tables, jobs, SQL, and BigQuery ML
cloud-run-basicsDeploying Cloud Run services, jobs, and worker pools for pipelines
gcloudRunning gcloud CLI commands safely, with validation and a safety denylist
google-cloud-recipe-authAuthenticating to Google Cloud (ADC, service identities, secure access)
google-cloud-waf-cost-optimizationCost-optimization review against the Google Cloud Well-Architected Framework
google-cloud-waf-securitySecurity-posture review against the Google Cloud Well-Architected Framework
researchConducting technical research (findings auto-saved to .wire/research/)

MCP servers connect Wire to external systems. Configure them once and all commands that need them use them automatically:

MCP ServerPurpose
AtlassianJira issue tracking and Confluence document store
LinearLinear issue tracking
FathomMeeting transcript search during reviews
NotionNotion document store
Context7Up-to-date library documentation
FivetranCreate, configure, and monitor Fivetran connectors and destinations
AirbyteAI agent connector queries via the Airbyte Agent MCP server
Coupler.ioDataflow management, dataset inspection, and reverse ETL
RudderStackEvent tracking, tracking plans, and data catalog management
SnowflakeDirect SQL execution against Snowflake via the Snowflake MCP server
AmplitudeProduct analytics — charts, dashboards, experiments, session replay, instrumentation, and taxonomy

Amplitude product analytics skills. Wire bundles the official Amplitude AI skills (MIT licence) for administering and working with an Amplitude instance through the Amplitude MCP server. They activate automatically when relevant and cover seven areas:

AreaSkills
Core analyticscreate-chart, create-dashboard, analyze-chart, analyze-dashboard
Product insightsanalyze-experiment, monitor-experiments, analyze-feedback, analyze-account-health, discover-opportunities, compare-user-journeys
Session replay & debuggingdebug-replay, replay-ux-audit, diagnose-errors, monitor-reliability
AI agent analyticsanalyze-ai-topics, investigate-ai-session, monitor-ai-quality, review-agent-insights
Instrumentationdiff-intake, discover-event-surfaces, discover-analytics-patterns, instrument-events, add-analytics-instrumentation, taxonomy
Briefingsdaily-brief, weekly-brief

A typical instrumentation flow chains diff-intake → discover-event-surfaces → instrument-events, with discover-analytics-patterns keeping new tracking consistent with existing conventions. The taxonomy skill aligns naturally with Wire's existing CDP work (Segment, RudderStack).


Getting Started

Prerequisites

Installing the Claude Code Plugin

/plugin marketplace add rittmananalytics/wire-plugin
/plugin install wire@rittman-analytics
/reload-plugins

The /reload-plugins step activates the plugin in the current session — no Claude Code restart needed. All /wire:* commands are then available.

Installing the Gemini CLI Extension

gemini extensions install https://github.com/rittmananalytics/wire-extension

Commands are available as /wire * with spaces rather than colons.

Configuring MCP Servers

MCP servers are optional but enable issue tracking, document store sync, and meeting transcript context. Add whichever you need:

# Atlassian (Jira + Confluence)
claude mcp add --transport http atlassian https://mcp.atlassian.com/v1/mcp

# Linear
claude mcp add --transport http linear https://mcp.linear.app/sse

# Fathom (meeting transcripts — requires a self-hosted or managed Fathom MCP server)
claude mcp add --transport http fathom https://your-fathom-mcp-server/mcp

# Notion
claude mcp add --transport http notion https://mcp.notion.com/mcp

# Fivetran (requires API key and secret from Fivetran dashboard → Account → Settings → API Config)
claude mcp add --transport http fivetran https://fivetran-mcp-server-r6jhgfswwa-nw.a.run.app/mcp \
  -H "X-Fivetran-API-Key: YOUR_API_KEY" \
  -H "X-Fivetran-API-Secret: YOUR_API_SECRET"

# Airbyte Agent MCP (OAuth — browser sign-in on first connect)
claude mcp add --transport http airbyte-agent https://mcp.airbyte.ai/mcp

# Coupler.io (Personal Access Token from Coupler.io app → Settings → MCP)
claude mcp add --transport http coupler-io https://mcp.coupler.io/mcp/ \
  -H "Authorization: Bearer YOUR_COUPLER_TOKEN"

# RudderStack (OAuth via mcp-remote — requires Node.js / npx on PATH)
claude mcp add rudderstack --command "npx -y mcp-remote https://mcp.rudderstack.com/mcp"

# Snowflake (available via Claude.ai native connector, or self-hosted — see USER_GUIDE §MCP Tunnels)
claude mcp add snowflake --command "npx -y mcp-remote https://mcp.snowflake.com/mcp"

Run /wire:mcp at any time to check connection status, update endpoints, or force re-authentication.

Starting Your First Engagement

/wire:new

Wire asks for a client name, engagement type, first release type, and an optional Statement of Work path. It creates the .wire/ folder structure and, if you chose a discovery release, begins the scoping workflow.


How It Works

The Engagement and Release Structure

Every Wire engagement uses a two-tier layout in .wire/:

.wire/
  engagement/
    context.md        # client objectives, stakeholders, current-state architecture
    sow.md            # Statement of Work (copied at setup)
    calls/            # meeting notes and call transcripts
  releases/
    01-discovery/     # problem definition, pitch, release brief, sprint plan
    02-pipeline/      # data pipeline and dbt transformation
    03-dashboards/    # client-facing reporting layer
  research/
    sessions/         # technical research findings (auto-saved by the research skill)

The engagement folder holds everything that spans the whole client relationship. Releases are scoped, time-boxed units of delivery, each with its own status.md tracking file and execution_log.md recording every command run against it.

Two ways to run it

Direct it. Say what you want done — "new engagement from this SOW", "run what's next", "approve it and carry on" — and Wire computes what is runnable from the release type's definition, runs it, tells you what it did (naming the command in the closing line), and stops at every review gate for your decision. This is the default on Claude Code from v4.0.0.

Type it. Every command still works exactly as before, and the command name is printed before each directed run so you learn them as you go. Set orchestration.mode: manual in .wire/engagement/context.md for a whole engagement, or say "you drive" for one session. Gemini CLI stays command-driven throughout.

Either way the same command files run and the record on disk is identical.

The Generate / Validate / Review Cycle

Every artifact follows the same three-step lifecycle:

Generate reads upstream artifacts (requirements, design decisions, prior models), applies Wire methodology templates, and produces the artifact. Output is written to the release folder and the status tracker is updated.

Validate runs automated checks against the generated artifact. For a dbt model this covers naming convention compliance, test coverage, and relationship validation. For a requirements document it checks completeness against the SOW. The result is a structured PASS/FAIL report with specific issues identified.

Review presents the artifact for stakeholder sign-off. Wire surfaces relevant meeting transcript context from Fathom, document store comments from Confluence or Notion, and any prior reviewer feedback. The reviewer approves, requests changes, or rejects. Approval gates the next phase.

Each command has a matching validate and review counterpart: /wire:requirements-generate, /wire:requirements-validate, /wire:requirements-review.

Release Types

Typerelease_typeScopeTypical duration
Discovery (Shape Up)discoveryProblem definition, pitch, release brief, sprint plan1–2 weeks
Discovery (SOP / Canonical)sop_discoveryTwo profiles. diagnostic: stakeholder interviews, three analyses, sponsor Findings Playback. modelling_led: current-state appraisal plus a signed-off conceptual and logical model in place of the analyses, with the roadmap signed off at the playback3–6 weeks
Full Platformfull_platformPipeline through dbt, semantic layer, and dashboards2–3 weeks
Dashboard-Firstdashboard_firstVisual mocks drive the data model; seed data enables early dbt work1–2 weeks
Pipeline + dbtpipeline_onlyNew data pipeline and transformation layer1–2 weeks
dbt Developmentdbt_developmentAnalytics engineering on existing infrastructure1 week
Dashboard Extensiondashboard_extensionNew dashboards on an existing semantic layer3–5 days
EnablementenablementTraining and documentation for an existing platform2–3 days
Agentic Data Stackagentic_data_stackOverlay for an existing data platform (warehouse + dbt + BI tool) — audits governance maturity, extends the semantic layer, generates per-domain knowledge skills and a CI-wired eval suite, delivers an installable agentic data stack skill. Requires an existing dbt project; not a platform build.4–6 weeks
Platform Migrationplatform_migrationWarehouse-to-warehouse migration (BigQuery ↔ Snowflake) with source audits, batched dbt translation, equivalency validation and a gated cutover. Also covers tenant carve-outs.6–12 weeks
DroughtydroughtySchema introspection against a live warehouse: entity-relationship diagrams, field documentation, data-quality reporting, and base LookML or dbt test generation. Standalone, or an optional phase inside another release.2–5 days
CustomcustomBespoke deliverables derived from SoW — Wire generates project-scoped specsVaries

Walkthrough: A Pipeline + dbt Release

The following shows a typical command sequence for delivering a new data pipeline and dbt transformation layer.

1. Create the engagement and release

/wire:new

Select pipeline_only as the release type. Wire creates .wire/engagement/ and .wire/releases/01-pipeline/.

2. Begin work — context loads automatically

The engagement-context skill fires on your first message, reads the release status, surfaces any prior research, and outputs a brief context summary. No session command needed. Use /wire:plan for an optional structured planning ritual.

3. Extract requirements

/wire:requirements-generate

Wire reads the SOW and any call transcripts in engagement/calls/ and produces a structured requirements specification. Run /wire:requirements-validate to check it, then /wire:requirements-review for sign-off.

4. Design the pipeline architecture

/wire:pipeline_design-generate

Produces a pipeline architecture document covering source systems, replication strategy, and data flow. Validate and review as above before proceeding.

5. Generate the pipeline

/wire:pipeline-generate

For a Fivetran engagement, this configures connectors via the Fivetran MCP server and produces a pipeline_connections.md record. For a Python pipeline it generates the pipeline code.

6. Generate dbt models

/wire:dbt-generate

Wire reads the pipeline design and requirements and generates staging, integration, and warehouse dbt models following the three-layer naming convention, with tests and documentation.

7. Archive and complete

/wire:archive

Archives the completed release. Status and execution log are updated automatically throughout — no session-close command required.


Autopilot Mode

Autopilot runs the full delivery lifecycle without step-by-step prompting.

/wire:au
Source 4 files
hooks/register.ts 517 lines
1// The Wire mod, 4.1.0: telemetry and execution-log metrics as Claude Code
2// function hooks (wire#270, release 1, sections D3 and D4). Replaces the
3// UserPromptExpansion hook (wire-telemetry.sh) and the Stop hook
4// (wire-metrics.sh + wire_metrics.py).
5//
6// - Telemetry: one `wire_command` event per Wire command, from the event that
7//   ran it, so `invoked_by` comes from the engine (typed, orchestrator, lane,
8//   autopilot, or studio for sessions Wire Studio opened), not from a scraped
9//   prompt. Sent after the hook returns, so it never delays a command.
10// - Metrics: each Wire command opens a run; every model request in its loop
11//   adds its measured usage; when the loop's turn ends the run closes and the
12//   mod fills that command's Duration / Tokens / Cost cells in
13//   execution_log.md. A row an orchestrator writes later is filled when it
14//   is written.
15// - /wire-usage prints this session's runs, with no model turn.
16// - /wire-studio start|restart|stop|status runs Wire Studio for the session's
17//   repository as a detached local process (one per repository, ports
18//   4800-4820), with no model turn.
19//
20// Off switches: the plugin's `telemetry` and `metrics` options, or
21// WIRE_TELEMETRY=false / WIRE_METRICS=false. The mod refuses nothing and
22// rewrites no tool call.
23
24import type { Register } from 'claude-code'
25
26import type { WireIdentity, WireRun } from '../types'
27import { SEGMENT_IDENTIFY, SEGMENT_TRACK, SEGMENT_WRITE_KEY, WIRE_VERSION } from './wire/constants'
28import {
29  addUsage,
30  backfillLog,
31  computeCost,
32  emptyUsage,
33  identifyBody,
34  invokedBy,
35  isOn,
36  logCommandOf,
37  logStamp,
38  parseStudioArgs,
39  parseStudioRecord,
40  releaseOf,
41  STUDIO_PORT_FIRST,
42  STUDIO_PORT_LAST,
43  studioStateName,
44  type StudioRecord,
45  totalTokens,
46  trackBody,
47  usageReport,
48} from './wire/logic'
49
50const RUNS = { plugin: 'wire', key: 'runs' } as const
51const AUTOPILOT = { plugin: 'wire', key: 'autopilot' } as const
52const IDENTITY = { plugin: 'wire', key: 'identity' } as const
53const STEP = { plugin: 'wire', key: 'stepUsage' } as const
54const MAX_RUNS = 200
55const LOG_WINDOW_MS = 30 * 60_000
56
57type Options = { telemetry?: boolean; metrics?: boolean }
58
59async function runsOf($: any): Promise<WireRun[]> {
60  const { value } = await $.state.get(RUNS)
61  return Array.isArray(value) ? value : []
62}
63
64async function saveRuns($: any, runs: WireRun[]): Promise<void> {
65  await $.state.set(RUNS, runs.slice(-MAX_RUNS))
66}
67
68async function run1($: any, argv: string[], cwd: string): Promise<string> {
69  try {
70    const r = await $.process.run(argv, { cwd, timeoutMs: 3000 })
71    return r.exitCode === 0 ? String(r.stdout ?? '').trim() : ''
72  } catch {
73    return ''
74  }
75}
76
77async function identityOf($: any): Promise<{ identity: WireIdentity; isNew: boolean }> {
78  const { value } = await $.state.get(IDENTITY)
79  if (value) {
80    return { identity: value, isNew: false }
81  }
82  const cwd = await $.session.cwd()
83  const home = (await $.env.get('HOME')) ?? ''
84  const idFile = `${home}/.wire/telemetry_id`
85  let userId = ''
86  let isNew = false
87  try {
88    userId = String(await $.fs.read(idFile)).trim()
89  } catch {
90    userId = ''
91  }
92  if (!userId) {
93    userId = crypto.randomUUID()
94    isNew = true
95    try {
96      await $.fs.write(idFile, userId)
97    } catch {
98      // No home folder to write to: the id lasts this session only.
99    }
100  }
101  const identity: WireIdentity = {
102    userId,
103    username: (await $.env.get('USER')) ?? (await $.env.get('USERNAME')) ?? '',
104    hostname: await run1($, ['hostname'], cwd),
105    os: await run1($, ['uname', '-s'], cwd),
106    gitRepo: (await run1($, ['git', 'config', '--get', 'remote.origin.url'], cwd)) || 'unknown',
107    gitBranch: (await run1($, ['git', 'rev-parse', '--abbrev-ref', 'HEAD'], cwd)) || 'unknown',
108  }
109  await $.state.set(IDENTITY, identity)
110  return { identity, isNew }
111}
112
113async function post($: any, url: string, body: string): Promise<void> {
114  try {
115    await $.http.fetch(url, { method: 'POST', headers: { 'Content-Type': 'application/json' }, body })
116  } catch {
117    // Telemetry never fails or blocks a command.
118  }
119}
120
121async function sendTrack($: any, run: WireRun): Promise<void> {
122  const { identity, isNew } = await identityOf($)
123  const timestamp = new Date(run.startedAt).toISOString().replace(/\.\d{3}Z$/, 'Z')
124  if (isNew) {
125    await post($, SEGMENT_IDENTIFY, identifyBody(SEGMENT_WRITE_KEY, identity.userId, {
126      username: identity.username, hostname: identity.hostname, os: identity.os, version: WIRE_VERSION, timestamp,
127    }))
128  }
129  let sessionId: string | null = null
130  try {
131    sessionId = await $.session.id()
132  } catch {
133    sessionId = null
134  }
135  await post($, SEGMENT_TRACK, trackBody(SEGMENT_WRITE_KEY, identity.userId, {
136    command: run.command.replace(/^\/wire:/, ''),
137    invokedBy: run.invokedBy,
138    timestamp,
139    release: run.release,
140    sessionId,
141    agentId: run.agentId,
142    gitRepo: identity.gitRepo,
143    gitBranch: identity.gitBranch,
144    username: identity.username,
145    hostname: identity.hostname,
146    os: identity.os,
147    version: WIRE_VERSION,
148  }))
149}
150
151async function startRun($: any, options: Options, run: WireRun): Promise<void> {
152  if (isOn(options.metrics, await $.env.get('WIRE_METRICS'))) {
153    await saveRuns($, [...(await runsOf($)), run])
154  }
155  if (isOn(options.telemetry, await $.env.get('WIRE_TELEMETRY'))) {
156    $.clock.after(0, () => {
157      void sendTrack($, run)
158    })
159  }
160}
161
162// Usage goes to the run's own stepUsage member, never into `runs`: a request
163// whose hook finishes after the turn has closed the run cannot overwrite it.
164// A request made while no Wire run is open in its loop (an orchestrator
165// planning before its first Skill call) is kept under `loose:<turnId>`, so the
166// turn-end settlement does not charge it to a command.
167async function addStepUsage($: any, agentId: string | null, turnId: string, usage: any): Promise<void> {
168  if (!usage) {
169    return
170  }
171  const runs = await runsOf($)
172  const run = [...runs].reverse().find(r => r.endedAt === null && r.agentId === agentId)
173  const id = run ? run.id : `loose:${turnId}`
174  const { value } = await $.state.get({ ...STEP, id })
175  const held = value ?? { usage: emptyUsage(), model: null }
176  await $.state.set({ ...STEP, id }, {
177    usage: addUsage(held.usage, usage),
178    model: typeof usage.model === 'string' ? usage.model : held.model,
179  })
180}
181
182// The loop's turn ended. Its open runs close with their recorded usage; the
183// turn's own total (turn.complete's usage, every request of the turn) settles
184// what the per-request records have not caught yet, such as the last request,
185// whose hook may finish after this one: the remainder goes to the newest run.
186async function closeRuns($: any, agentId: string | null, turnId: string, turnUsage: any): Promise<void> {
187  const now = await $.clock.now()
188  const runs = await runsOf($)
189  const open = runs.map((r, i) => ({ r, i })).filter(({ r }) => r.endedAt === null && r.agentId === agentId)
190  if (open.length === 0) {
191    return
192  }
193  const recorded = []
194  for (const { r } of open) {
195    const { value } = await $.state.get({ ...STEP, id: r.id })
196    recorded.push(value ?? { usage: emptyUsage(), model: null })
197  }
198  const { value: loose } = await $.state.get({ ...STEP, id: `loose:${turnId}` })
199  const counted = recorded.reduce((sum, acc) => addUsage(sum, acc.usage), addUsage(emptyUsage(), loose?.usage))
200  const total = turnUsage ? addUsage(emptyUsage(), turnUsage) : counted
201  const remainder = {
202    input_tokens: Math.max(0, total.input_tokens - counted.input_tokens),
203    output_tokens: Math.max(0, total.output_tokens - counted.output_tokens),
204    cache_creation_input_tokens: Math.max(0, total.cache_creation_input_tokens - counted.cache_creation_input_tokens),
205    cache_read_input_tokens: Math.max(0, total.cache_read_input_tokens - counted.cache_read_input_tokens),
206  }
207  open.forEach(({ r, i }, k) => {
208    const isNewest = k === open.length - 1
209    const usage = isNewest ? addUsage(recorded[k]?.usage ?? emptyUsage(), remainder) : recorded[k]?.usage ?? emptyUsage()
210    const model = recorded[k]?.model ?? (typeof turnUsage?.model === 'string' ? turnUsage.model : r.model)
211    runs[i] = { ...r, endedAt: now, usage, model }
212  })
213  await saveRuns($, runs)
214}
215
216async function logFor($: any, cwd: string, release: string | null): Promise<string | null> {
217  if (release) {
218    const named = `${cwd}/.wire/releases/${release}/execution_log.md`
219    try {
220      if (await $.fs.exists(named)) {
221        return named
222      }
223    } catch {
224      // fall through to the newest log
225    }
226  }
227  let best: { path: string; mtime: number } | null = null
228  const now = await $.clock.now()
229  try {
230    for (const dir of await $.fs.list(`${cwd}/.wire/releases`)) {
231      if (dir.kind !== 'dir') {
232        continue
233      }
234      const path = `${cwd}/.wire/releases/${dir.name}/execution_log.md`
235      try {
236        const st = await $.fs.stat(path)
237        if (now - st.mtimeMs <= LOG_WINDOW_MS && (!best || st.mtimeMs > best.mtime)) {
238          best = { path, mtime: st.mtimeMs }
239        }
240      } catch {
241        // no log in this release
242      }
243    }
244  } catch {
245    return null
246  }
247  return best?.path ?? null
248}
249
250async function backfillPending($: any, options: Options): Promise<void> {
251  if (!isOn(options.metrics, await $.env.get('WIRE_METRICS'))) {
252    return
253  }
254  const runs = await runsOf($)
255  const cwd = await $.session.cwd()
256  let changed = false
257  for (let i = 0; i < runs.length; i++) {
258    const r = runs[i]
259    if (!r || r.filled || r.endedAt === null || totalTokens(r.usage) === 0) {
260      continue
261    }
262    const path = await logFor($, cwd, r.release)
263    if (!path) {
264      continue
265    }
266    let text: string
267    try {
268      text = String(await $.fs.read(path))
269    } catch {
270      continue
271    }
272    const updated = backfillLog(text, {
273      command: r.command,
274      usage: r.usage,
275      model: r.model,
276      durationSeconds: Math.round((r.endedAt - r.startedAt) / 1000),
277      notBefore: logStamp(r.startedAt, 24 * 60).slice(0, 10),
278    })
279    if (updated !== null && updated !== text) {
280      await $.fs.write(path, updated)
281      runs[i] = { ...r, filled: true }
282      changed = true
283    }
284  }
285  if (changed) {
286    await saveRuns($, runs)
287  }
288}
289
290async function newRun($: any, id: string, command: string, args: string, agentId: string | null, by: WireRun['invokedBy']): Promise<WireRun> {
291  return {
292    id, command, release: releaseOf(args), agentId, invokedBy: by,
293    startedAt: await $.clock.now(), endedAt: null, usage: emptyUsage(), model: null, filled: false,
294  }
295}
296
297async function studioScript($: any): Promise<string | null> {
298  // Built plugin: studio/ at the plugin root. Source tree: wire/studio/.
299  for (const path of [`${$.plugin.root}/studio/studio.py`, `${$.plugin.root}/../../studio/studio.py`]) {
300    try {
301      if (await $.fs.exists(path)) {
302        return path
303      }
304    } catch {
305      // try the next place
306    }
307  }
308  return null
309}
310
311async function exitsZero($: any, argv: string[]): Promise<boolean> {
312  try {
313    return (await $.process.run(argv, { timeoutMs: 3000 })).exitCode === 0
314  } catch {
315    return false
316  }
317}
318
319async function isServing($: any, port: number): Promise<boolean> {
320  try {
321    return (await $.http.fetch(`http://127.0.0.1:${port}/api/summary`)).ok === true
322  } catch {
323    return false
324  }
325}
326
327async function studioPaths($: any, cwd: string): Promise<{ dir: string; state: string; log: string }> {
328  const home = (await $.env.get('HOME')) ?? ''
329  const dir = `${home}/.wire/studio`
330  const name = studioStateName(cwd)
331  return { dir, state: `${dir}/${name}`, log: `${dir}/${name.replace(/\.json$/, '.log')}` }
332}
333
334async function readStudio($: any, statePath: string): Promise<StudioRecord | null> {
335  try {
336    return parseStudioRecord(String(await $.fs.read(statePath)))
337  } catch {
338    return null
339  }
340}
341
342async function studioUp($: any, rec: StudioRecord | null): Promise<boolean> {
343  return !!rec && (await exitsZero($, ['kill', '-0', String(rec.pid)])) && (await isServing($, rec.port))
344}
345
346async function freePort($: any, wanted: number | null): Promise<number | null> {
347  const ports = wanted ? [wanted] : Array.from({ length: STUDIO_PORT_LAST - STUDIO_PORT_FIRST + 1 }, (_, i) => STUDIO_PORT_FIRST + i)
348  for (const port of ports) {
349    const listening = await exitsZero($, ['lsof', '-nP', `-iTCP:${port}`, '-sTCP:LISTEN'])
350    if (!listening && !(await isServing($, port))) {
351      return port
352    }
353  }
354  return null
355}
356
357async function startStudio($: any, cwd: string, wanted: number | null): Promise<string> {
358  const paths = await studioPaths($, cwd)
359  const running = await readStudio($, paths.state)
360  if (await studioUp($, running)) {
361    return `Wire Studio is already running for this repository: http://127.0.0.1:${running?.port}/`
362  }
363  if (!(await $.fs.exists(`${cwd}/.wire`))) {
364    return `No .wire/ folder in ${cwd}. Start Claude Code in a Wire engagement repository, then run /wire-studio.`
365  }
366  const script = await studioScript($)
367  if (!script) {
368    return 'Wire Studio is not in this copy of the plugin (studio/studio.py). It ships from Wire 4.1.0.'
369  }
370  const port = await freePort($, wanted)
371  if (!port) {
372    return wanted
373      ? `Port ${wanted} is in use. Run /wire-studio start --port <another port>.`
374      : `Ports ${STUDIO_PORT_FIRST}-${STUDIO_PORT_LAST} are all in use. Run /wire-studio start --port <n>.`
375  }
376  await $.process.run(['mkdir', '-p', paths.dir], { timeoutMs: 3000 })
377  // Arguments reach the shell as positional parameters, never spliced into the script.
378  const spawned = await $.process.run([
379    'sh', '-c', 'nohup python3 "$1" --repo "$2" --port "$3" --no-browser >"$4" 2>&1 & echo $!',
380    'sh', script, cwd, String(port), paths.log,
381  ], { timeoutMs: 5000 })
382  const pid = Number(String(spawned.stdout ?? '').trim())
383  if (!Number.isInteger(pid) || pid <= 0) {
384    return `Wire Studio did not start: ${String(spawned.stderr ?? '').trim() || 'no process id returned'}.`
385  }
386  const rec: StudioRecord = { pid, port, repo: cwd, startedAt: new Date(await $.clock.now()).toISOString() }
387  await $.fs.write(paths.state, JSON.stringify(rec))
388  for (let i = 0; i < 16 && !(await isServing($, port)); i++) {
389    await $.clock.sleep(250)
390  }
391  const url = `http://127.0.0.1:${port}/`
392  if (!(await isServing($, port))) {
393    if (!(await exitsZero($, ['kill', '-0', String(pid)]))) {
394      let tail = ''
395      try {
396        tail = String(await $.fs.read(paths.log)).trim().split('\n').slice(-3).join(' ')
397      } catch {
398        tail = ''
399      }
400      return `Wire Studio stopped as it started.${tail ? ` ${tail}` : ''} Log: ${paths.log}`
401    }
402    return `Wire Studio is starting at ${url} (still loading). Log: ${paths.log}`
403  }
404  const os = await run1($, ['uname', '-s'], cwd)
405  await exitsZero($, [os === 'Darwin' ? 'open' : 'xdg-open', url])
406  return `Wire Studio is running for this repository at ${url} (stop it with /wire-studio stop).`
407}
408
409async function stopStudio($: any, cwd: string): Promise<string> {
410  const paths = await studioPaths($, cwd)
411  const rec = await readStudio($, paths.state)
412  if (!rec || !(await exitsZero($, ['kill', '-0', String(rec.pid)]))) {
413    await $.fs.write(paths.state, '')
414    return 'Wire Studio is not running for this repository.'
415  }
416  await exitsZero($, ['kill', String(rec.pid)])
417  for (let i = 0; i < 8 && (await exitsZero($, ['kill', '-0', String(rec.pid)])); i++) {
418    await $.clock.sleep(250)
419  }
420  await $.fs.write(paths.state, '')
421  return `Wire Studio stopped (it was at http://127.0.0.1:${rec.port}/).`
422}
423
424async function studioStatus($: any, cwd: string): Promise<string> {
425  const paths = await studioPaths($, cwd)
426  const rec = await readStudio($, paths.state)
427  if (await studioUp($, rec)) {
428    return `Wire Studio is running for this repository at http://127.0.0.1:${rec?.port}/ (started ${rec?.startedAt}).`
429  }
430  return 'Wire Studio is not running for this repository. Start it with /wire-studio.'
431}
432
433export const register: Register = (on, options: Options) => {
434  on('session.start', async ($, e, next) => {
435    await $.command.register({ name: 'wire-usage', description: "Wire: this session's Wire commands with duration, tokens and cost" })
436    await $.command.register({ name: 'wire-studio', description: 'Wire: start, restart, stop or check Wire Studio for this repository', argumentHint: '[start|restart|stop|status] [--port <n>]' })
437    return next(e)
438  })
439
440  on('command.run', { command: 'wire-usage' }, async $ => {
441    const rows = (await runsOf($)).map(r => ({
442      command: r.command, release: r.release, invokedBy: r.invokedBy, tokens: totalTokens(r.usage),
443      cost: computeCost(r.model, r.usage), seconds: r.endedAt === null ? null : Math.round((r.endedAt - r.startedAt) / 1000), filled: r.filled,
444    }))
445    return { text: usageReport(rows) }
446  })
447
448  on('command.run', { command: 'wire-studio' }, async ($, e) => {
449    const parsed = parseStudioArgs(e.args)
450    if ('error' in parsed) {
451      return { text: parsed.error }
452    }
453    const cwd = await $.session.cwd()
454    if (parsed.action === 'stop') {
455      return { text: await stopStudio($, cwd) }
456    }
457    if (parsed.action === 'status') {
458      return { text: await studioStatus($, cwd) }
459    }
460    if (parsed.action === 'restart') {
461      await stopStudio($, cwd)
462    }
463    return { text: await startStudio($, cwd, parsed.port) }
464  })
465
466  // A typed Wire command (also the first prompt of a session Studio opened).
467  on('command.run', async ($, e, next) => {
468    const command = logCommandOf(e.command)
469    if (command) {
470      if (command === '/wire:autopilot') {
471        await $.state.set(AUTOPILOT, true)
472      }
473      const by = invokedBy('command', null, false, await $.env.get('WIRE_INVOKED_BY'))
474      await startRun($, options, await newRun($, `cmd-${crypto.randomUUID()}`, command, e.args, null, by))
475    }
476    return next(e)
477  })
478
479  // A Wire command run through the Skill tool: the orchestrator, Autopilot, or a lane.
480  on('tool.call', { tool: 'Skill' }, async ($, e, next) => {
481    const command = logCommandOf(String(e.skill ?? ''))
482    if (command) {
483      const agentId = e.agentId ?? null
484      const { value: autopilot } = await $.state.get(AUTOPILOT)
485      const by = invokedBy('skill', agentId, autopilot === true, undefined)
486      await startRun($, options, await newRun($, e.tool_use_id ?? `skill-${crypto.randomUUID()}`, command, String(e.args ?? ''), agentId, by))
487    }
488    return next(e)
489  })
490
491  // Each model request's measured usage goes to the Wire run open in its loop.
492  on('turn.step', async function* ($, e, next) {
493    const result = yield* next(e)
494    await addStepUsage($, e.agentId ?? null, e.turnId, result?.usage ?? null)
495    return result
496  })
497
498  // The loop's turn ended: its runs close and their log rows are filled.
499  on('turn.complete', async ($, e, next) => {
500    const result = await next(e)
501    await closeRuns($, e.agentId ?? null, e.turnId, e.usage ?? result?.usage ?? null)
502    await backfillPending($, options)
503    return result
504  })
505
506  // An orchestrator writing a lane's row after the lane's turn ended.
507  for (const tool of ['Write', 'Edit', 'MultiEdit'] as const) {
508    on('tool.call', { tool }, async ($, e, next) => {
509      const result = await next(e)
510      if (String(e.file_path ?? '').endsWith('execution_log.md')) {
511        await backfillPending($, options)
512      }
513      return result
514    })
515  }
516}
517
hooks/wire/constants.ts 8 lines
1// Substituted by wire/scripts/build-packages.sh, as the 4.0 shell hook's
2// placeholders were. wire/tests/schema/validate_telemetry_version.py checks
3// that no built package ships either placeholder raw.
4export const SEGMENT_WRITE_KEY = 'DxXwrT6ucDMRmouCsYDwthdChwDLsNYL'
5export const WIRE_VERSION = '4.1.2'
6export const SEGMENT_TRACK = 'https://api.segment.io/v1/track'
7export const SEGMENT_IDENTIFY = 'https://api.segment.io/v1/identify'
8
hooks/wire/logic.ts 325 lines
1// Pure logic for the Wire mod's telemetry and execution-log metrics.
2// No `$` here: everything takes plain values and returns plain values, so
3// tests/logic.test.ts exercises it directly. The contract it implements is
4// specs/utils/execution_log.md ("Metrics Backfill") and specs/utils/telemetry.md.
5
6export type Usage = {
7  input_tokens: number
8  output_tokens: number
9  cache_creation_input_tokens: number
10  cache_read_input_tokens: number
11}
12
13export const NA = 'n/a'
14
15// Anthropic API prices, USD per million tokens, as of 2026-09:
16// (input, output, cache_read). Cache writes are charged at 1.25x input.
17// Matched by substring against the model id, first match wins, so more
18// specific ids come before their prefixes. Carried over unchanged from the
19// retired hooks/wire_metrics.py.
20export const PRICING: ReadonlyArray<readonly [string, readonly [number, number, number]]> = [
21  ['claude-haiku-4-5', [1.0, 5.0, 0.1]],
22  ['claude-sonnet-4-6', [3.0, 15.0, 0.3]],
23  ['claude-sonnet-5', [2.0, 10.0, 0.2]],
24  ['claude-opus-4', [5.0, 25.0, 0.5]],
25  ['claude-opus-5', [5.0, 25.0, 0.5]],
26  ['claude-fable-5-1', [10.0, 50.0, 0.25]],
27  ['claude-fable-5', [10.0, 50.0, 1.0]],
28  ['claude-mythos-5', [10.0, 50.0, 1.0]],
29]
30export const CACHE_WRITE_MULTIPLIER = 1.25
31
32export const INVOKED_BY = ['typed', 'orchestrator', 'lane', 'autopilot', 'studio'] as const
33export type InvokedBy = (typeof INVOKED_BY)[number]
34
35export function emptyUsage(): Usage {
36  return { input_tokens: 0, output_tokens: 0, cache_creation_input_tokens: 0, cache_read_input_tokens: 0 }
37}
38
39/** Adds a usage record (any object with the four counts) to a running total. */
40export function addUsage(total: Usage, more: Partial<Record<keyof Usage, unknown>> | null | undefined): Usage {
41  if (!more) {
42    return total
43  }
44  const n = (v: unknown) => (typeof v === 'number' && Number.isFinite(v) ? Math.trunc(v) : 0)
45  return {
46    input_tokens: total.input_tokens + n(more.input_tokens),
47    output_tokens: total.output_tokens + n(more.output_tokens),
48    cache_creation_input_tokens: total.cache_creation_input_tokens + n(more.cache_creation_input_tokens),
49    cache_read_input_tokens: total.cache_read_input_tokens + n(more.cache_read_input_tokens),
50  }
51}
52
53export function totalTokens(u: Usage): number {
54  return u.input_tokens + u.output_tokens + u.cache_creation_input_tokens + u.cache_read_input_tokens
55}
56
57/** Estimated USD cost, or null for an unknown model: never a guessed price. */
58export function computeCost(model: string | null | undefined, u: Usage): number | null {
59  if (!model) {
60    return null
61  }
62  const hit = PRICING.find(([key]) => model.includes(key))
63  if (!hit) {
64    return null
65  }
66  const [inRate, outRate, readRate] = hit[1]
67  const cost =
68    (u.input_tokens * inRate +
69      u.output_tokens * outRate +
70      u.cache_read_input_tokens * readRate +
71      u.cache_creation_input_tokens * inRate * CACHE_WRITE_MULTIPLIER) /
72    1_000_000
73  return Math.round(cost * 100) / 100
74}
75
76export function formatDuration(seconds: number | null | undefined): string {
77  if (seconds === null || seconds === undefined || !Number.isFinite(seconds)) {
78    return NA
79  }
80  const s = Math.max(0, Math.trunc(seconds))
81  const pad = (n: number) => String(n).padStart(2, '0')
82  if (s < 60) {
83    return `${s}s`
84  }
85  if (s < 3600) {
86    return `${Math.floor(s / 60)}m ${pad(s % 60)}s`
87  }
88  return `${Math.floor(s / 3600)}h ${pad(Math.floor((s % 3600) / 60))}m`
89}
90
91export type Measured = {
92  command: string
93  usage: Usage
94  model: string | null
95  durationSeconds: number | null
96  /**
97   * Rows dated before this day (`YYYY-MM-DD`, local) are never filled: they
98   * belong to an earlier run. A day, not a time, because commands write the
99   * row's time themselves and it is often rough (a model writing `00:00`).
100   */
101  notBefore?: string
102}
103
104function cellsOf(line: string): string[] | null {
105  const t = line.trim()
106  if (!(t.startsWith('|') && t.endsWith('|'))) {
107    return null
108  }
109  return t.slice(1, -1).split('|').map(c => c.trim())
110}
111
112/**
113 * Backfills the Duration, Tokens and Cost cells of the newest row that logs
114 * this command, whose Tokens cell is still `n/a` and whose date is not
115 * before `notBefore`. Returns the new text, or null when nothing may change:
116 * no such row, or only legacy rows without the nine metric-bearing columns.
117 * Only those three cells of that one row change; Duration only when still
118 * `n/a`. Searching upward, not only the last row, lets concurrent lanes'
119 * rows each be filled by their own run.
120 */
121export function backfillLog(text: string, run: Measured): string | null {
122  const lines = text.split('\n')
123  for (let i = lines.length - 1; i >= 0; i--) {
124    const cells = cellsOf(lines[i] ?? '')
125    if (!cells) {
126      continue
127    }
128    if (cells[0] === 'Timestamp' || /^[-:\s]+$/.test(cells[0] ?? '')) {
129      return null
130    }
131    if (cells.length < 9) {
132      continue
133    }
134    const command = (cells[1] ?? '').split(/\s+/)[0]
135    if (command !== run.command || cells[cells.length - 2] !== NA) {
136      continue
137    }
138    if (run.notBefore && (cells[0] ?? '').slice(0, 10) < run.notBefore.slice(0, 10)) {
139      return null
140    }
141    const n = cells.length
142    if (cells[n - 3] === NA) {
143      cells[n - 3] = formatDuration(run.durationSeconds)
144    }
145    cells[n - 2] = String(totalTokens(run.usage))
146    const cost = computeCost(run.model, run.usage)
147    cells[n - 1] = cost === null ? NA : `$${cost.toFixed(2)}`
148    lines[i] = `| ${cells.join(' | ')} |`
149    return lines.join('\n')
150  }
151  return null
152}
153
154/** `YYYY-MM-DD HH:MM` in local time, the execution log's timestamp form, `minutes` before `ms`. */
155export function logStamp(ms: number, minutes = 0): string {
156  const d = new Date(ms - minutes * 60_000)
157  const p = (n: number) => String(n).padStart(2, '0')
158  return `${d.getFullYear()}-${p(d.getMonth() + 1)}-${p(d.getDate())} ${p(d.getHours())}:${p(d.getMinutes())}`
159}
160
161/** The release folder a command names as its first argument, if it looks like one. */
162export function releaseOf(args: string): string | null {
163  const first = (args ?? '').trim().split(/\s+/)[0] ?? ''
164  return /^[A-Za-z0-9][A-Za-z0-9_.-]{0,120}$/.test(first) && !first.startsWith('-') ? first : null
165}
166
167/** `wire:dbt-generate` (command.run) or `wire:dbt-generate` (Skill) to the log's `/wire:dbt-generate`. */
168export function logCommandOf(name: string): string | null {
169  const m = /^wire:([A-Za-z0-9_-]+)$/.exec((name ?? '').trim())
170  return m ? `/wire:${m[1]}` : null
171}
172
173/**
174 * Who started a run (specs/utils/telemetry.md, invoked_by):
175 * - a typed command is `typed`, or `studio` when the session was opened by
176 *   Wire Studio's "Run in Claude Code" (WIRE_INVOKED_BY=studio in its env);
177 * - a Skill call on the main loop is `orchestrator`, or `autopilot` while
178 *   /wire:autopilot runs in this session;
179 * - a Skill call inside a subagent's loop is `lane`.
180 */
181export function invokedBy(path: 'command' | 'skill', agentId: string | null, autopilot: boolean, envValue: string | undefined): InvokedBy {
182  if (path === 'command') {
183    return envValue === 'studio' ? 'studio' : 'typed'
184  }
185  if (agentId) {
186    return 'lane'
187  }
188  return autopilot ? 'autopilot' : 'orchestrator'
189}
190
191export type TrackFields = {
192  command: string
193  invokedBy: InvokedBy
194  timestamp: string
195  release: string | null
196  sessionId: string | null
197  agentId: string | null
198  gitRepo: string
199  gitBranch: string
200  username: string
201  hostname: string
202  os: string
203  version: string
204}
205
206/**
207 * The Segment track body. Keeps the properties the 4.0 hook sent and adds
208 * release, session_id and agent_id. Deliberately leaves out the command's
209 * arguments: they can hold free text a consultant typed, and telemetry has
210 * never carried prompt text.
211 */
212export function trackBody(writeKey: string, userId: string, f: TrackFields): string {
213  return JSON.stringify({
214    writeKey,
215    userId,
216    event: 'wire_command',
217    properties: {
218      command: f.command,
219      timestamp: f.timestamp,
220      git_repo: f.gitRepo,
221      git_branch: f.gitBranch,
222      username: f.username,
223      hostname: f.hostname,
224      plugin_version: f.version,
225      os: f.os,
226      runtime: 'claude',
227      invoked_by: f.invokedBy,
228      release: f.release,
229      session_id: f.sessionId,
230      agent_id: f.agentId,
231    },
232  })
233}
234
235export function identifyBody(writeKey: string, userId: string, f: Pick<TrackFields, 'username' | 'hostname' | 'os' | 'version' | 'timestamp'>): string {
236  return JSON.stringify({
237    writeKey,
238    userId,
239    traits: { username: f.username, hostname: f.hostname, os: f.os, plugin_version: f.version, first_seen: f.timestamp },
240  })
241}
242
243/** Off when the option is false or the matching environment variable is "false". */
244export function isOn(option: boolean | undefined, envValue: string | undefined): boolean {
245  return option !== false && envValue !== 'false'
246}
247
248export type RunRow = { command: string; release: string | null; invokedBy: InvokedBy; tokens: number; cost: number | null; seconds: number | null; filled: boolean }
249
250/** The text /wire-usage prints: this session's Wire runs with tokens and cost. */
251export function usageReport(rows: readonly RunRow[]): string {
252  if (rows.length === 0) {
253    return 'No Wire commands have run in this session yet.'
254  }
255  const lines = ['| Command | Release | Started by | Duration | Tokens | Cost (USD) | In log |', '|---|---|---|---|---|---|---|']
256  let tokens = 0
257  let cost = 0
258  let costKnown = true
259  for (const r of rows) {
260    tokens += r.tokens
261    if (r.cost === null) {
262      costKnown = false
263    } else {
264      cost += r.cost
265    }
266    lines.push(`| ${r.command} | ${r.release ?? '-'} | ${r.invokedBy} | ${formatDuration(r.seconds)} | ${r.tokens} | ${r.cost === null ? NA : `$${r.cost.toFixed(2)}`} | ${r.filled ? 'yes' : 'not yet'} |`)
267  }
268  lines.push('', `Total: ${tokens} tokens, ${costKnown ? `$${cost.toFixed(2)}` : `at least $${cost.toFixed(2)} (some models unpriced)`}.`)
269  return lines.join('\n')
270}
271
272// ---------------------------------------------------------------------------
273// /wire-studio: start, restart, stop and report Wire Studio for this repository
274// ---------------------------------------------------------------------------
275
276export type StudioAction = 'start' | 'restart' | 'stop' | 'status'
277export type StudioArgs = { action: StudioAction; port: number | null } | { error: string }
278
279export const STUDIO_USAGE = 'Usage: /wire-studio [start|restart|stop|status] [--port <n>]'
280export const STUDIO_PORT_FIRST = 4800
281export const STUDIO_PORT_LAST = 4820
282
283/** `start` when nothing is given; `--port` between 1024 and 65535. */
284export function parseStudioArgs(args: string): StudioArgs {
285  const words = (args ?? '').trim().split(/\s+/).filter(Boolean)
286  let action: StudioAction = 'start'
287  let port: number | null = null
288  for (let i = 0; i < words.length; i++) {
289    const w = words[i] ?? ''
290    if (w === 'start' || w === 'restart' || w === 'stop' || w === 'status') {
291      action = w
292    } else if (w === '--port' || w.startsWith('--port=')) {
293      const raw = w.includes('=') ? w.split('=')[1] : words[++i]
294      const n = Number(raw)
295      if (!Number.isInteger(n) || n < 1024 || n > 65535) {
296        return { error: `--port needs a number between 1024 and 65535. ${STUDIO_USAGE}` }
297      }
298      port = n
299    } else {
300      return { error: `Unknown argument "${w}". ${STUDIO_USAGE}` }
301    }
302  }
303  return { action, port }
304}
305
306/** One state file per repository, named from its path. */
307export function studioStateName(repo: string): string {
308  const slug = repo.replace(/[^A-Za-z0-9]+/g, '-').replace(/^-+|-+$/g, '').slice(-80)
309  return `${slug || 'repo'}.json`
310}
311
312export type StudioRecord = { pid: number; port: number; repo: string; startedAt: string }
313
314export function parseStudioRecord(text: string | null): StudioRecord | null {
315  if (!text) {
316    return null
317  }
318  try {
319    const r = JSON.parse(text)
320    return Number.isInteger(r?.pid) && Number.isInteger(r?.port) && typeof r?.repo === 'string' ? r : null
321  } catch {
322    return null
323  }
324}
325
types/index.d.ts 53 lines
1// The Wire mod's $.state contract: every value it keeps for the session.
2// `claude plugin validate` holds hooks/register.ts to it.
3
4export type WireRun = {
5  /** Run id: tool_use_id for a Skill call, or a generated id for a typed command. */
6  id: string
7  /** As the execution log writes it: `/wire:dbt-generate`. */
8  command: string
9  release: string | null
10  /** The loop the run is in: a subagent's id, null on the main loop. */
11  agentId: string | null
12  invokedBy: 'typed' | 'orchestrator' | 'lane' | 'autopilot' | 'studio'
13  startedAt: number
14  endedAt: number | null
15  /** Final usage, set when the run closes (zero while it is open; see stepUsage). */
16  usage: {
17    input_tokens: number
18    output_tokens: number
19    cache_creation_input_tokens: number
20    cache_read_input_tokens: number
21  }
22  model: string | null
23  /** True once its execution_log.md row carries the measured cells. */
24  filled: boolean
25}
26
27/** Usage recorded per model request for one run, while it is open. */
28export type WireStepUsage = {
29  usage: WireRun['usage']
30  model: string | null
31}
32
33export type WireIdentity = {
34  userId: string
35  username: string
36  hostname: string
37  os: string
38  gitRepo: string
39  gitBranch: string
40}
41
42declare module 'claude-code' {
43  interface PluginState {
44    wire: {
45      runs: WireRun[]
46      /** One member per run id. Kept apart from `runs` so a request's late write can never overwrite a closed run. */
47      stepUsage: StateFamily<WireStepUsage>
48      autopilot: boolean
49      identity: WireIdentity | null
50    }
51  }
52}
53