/telemetry-inspect

description: "Inspects the OrchestKit telemetry pipeline for the current project — lists all known telemetry files with write counts, sizes, schema status, growth trend, and orphan detection. Use when verifying the observability pipeline is healthy, debugging a missing writer, or auditing which files have schema locks vs. which are drift-vulnerable. Read-only — never modifies telemetry files."
argument-hint: "[--session <id>] [--json]"
model: haiku
effort: low
context: inherit
user-invocable: true
name: telemetry-inspect
allowed-tools: [Bash, Read, Grep, Glob]

Auto-generated from skills/telemetry-inspect/SKILL.md

Source: https://github.com/yonatangross/orchestkit

/ork:telemetry-inspect

One-shot health check for OrchestKit's telemetry pipeline. Reports writer activity, file sizes, schema lock coverage, orphan files, and growth warnings. Use when verifying the pipeline is flowing correctly or debugging a missing writer.

When to use

• Before or after a risky hook refactor, to prove telemetry still writes as expected
• Weekly health check on a long-running project
• When `/ork:analytics` output looks suspicious — inspect the underlying data first
• When adding a new telemetry file and wanting to confirm it's picked up
• Auditing which files are schema-locked vs. drift-vulnerable

What it checks

1. **Writer activity** — for each registered telemetry file, recent write count (from mtime scan) and last-write delta 2. **File health** — size (warn at 256 KB, critical at 1 MB), line count, mtime 3. **Schema lock status** — which files have validators in `lib/telemetry-schemas.ts` 4. **Orphan detection** — files on disk under `.claude/{telemetry,logs,state,feedback}/` that aren't in the registry (possible stale writer or new file needing schema), plus inventory rows whose writer hook no longer exists in `src/hooks/src/` (dead writer → orphan) 5. **Growth trend** — bytes per hour since session start (fire alert if > 100 KB/hr) 6. **Coordination layer (M168)** — live counts from `sessions.db` (running sessions, held locks, pending worktree links, skill invocations) plus write throughput from `coordination-metrics.jsonl` 7. **Runtime fired-census** — which hooks actually *fired*, from the per-invocation records `run-hook.mjs` writes to `~/.claude/analytics/hook-timing.jsonl`. Checks 1–4 answer "is the file being written?"; this answers "is the *writer* running at all?" — the upstream question. A hook can be wired and reachable (the closure gate proves that statically) and still never fire: #2886 shipped exactly that with 12 green tests.

Usage

/ork:telemetry-inspect
/ork:telemetry-inspect --session sess-abc123
/ork:telemetry-inspect --json

Default mode: terminal-friendly ASCII report. `--json` emits a structured result suitable for piping into another tool or uploading.

Output shape (ASCII mode)

Telemetry Health — 2026-07-09 11:50
────────────────────────────────────

Schema-locked files (7)
  .claude/telemetry/pre-compact-decisions.jsonl  ◆ 3 lines  1.1 KB  ✓ healthy
  .claude/telemetry/image-responses.jsonl        ◆ 0 lines  —       ✗ no writes
  .claude/logs/decisions.jsonl                   ◆ 0 lines  —       ✗ no writes
  .claude/logs/subagent-spawns.jsonl             ◆ 6 lines  3 KB    ✓ healthy
  .claude/state/edit-history.jsonl               ◆ 94 lines 412 KB  ⚠ rotate
  .claude/state/ork-metrics-*.json               ◆ (N/A)    2.1 KB  ✓ healthy
  .claude/logs/skill-channels.jsonl              ◆ 12 lines 4 KB    ✓ healthy

Unlocked telemetry files (14)
  .claude/feedback/changelog-decisions.json      ○ 4 KB    ✗ no schema
  .claude/feedback/learned-patterns.json         ○ 8 KB    ✗ no schema
  (...14 more...)

Orphan files (1)
  .claude/feedback/skill-usage.json  — delisted, writer unwired since #959

Runtime fired-census (7d window)
  ALIVE  59   IDLE 3   NEVER 83   UNOBSERVABLE 54
  tree 8.75.0 · installed 8.73.0/8.74.0  <-- SKEW: NEVER is not a verdict
  never-fired writers (the ones that matter here):
    posttool/dirty-file-tracker   [PostToolUse]   0 fires, ever

Summary
  Pipeline health:  GREEN  (21/21 expected writers active)
  Schema coverage:  7/21 (33%)
  Largest file:     edit-history.jsonl (412 KB)
  Hotspot:          edit-history.jsonl  +40 KB/hr

Implementation plan (for an agent/LLM running this skill)

1. **List known files** — read `lib/telemetry-schemas.ts`'s `SCHEMA_LOCKED` inventory for the 7 locked paths. Extend with the unlocked paths listed in the skill-local `references/telemetry-inventory.md`. 2. **Cross-check inventory writers against the registry closure** — never trust the inventory blindly:

• Run `node src/hooks/scripts/validate-registry.mjs` (from the OrchestKit repo root; skip gracefully if not in the OrchestKit repo) and confirm it passes.
• For every writer named in the inventory (e.g. `posttool/metrics-bridge`), verify the source file exists: `test -f src/hooks/src/<writer>.ts`.
• Any inventory writer that is NOT a live `src/hooks/src/` file is **ORPHANED — report 🔴**, never "expected-but-empty". Its file(s) on disk are orphans regardless of freshness, and the inventory row is stale (flag it for removal).

3. **For each file**:

• Use `Glob` to resolve `.claude/state/ork-metrics-*.json` pattern → may be multiple
• Use `Read` with `limit: 10` to see shape and `Bash wc -l` for line count
• Use `Bash stat` for mtime + size

4. **Classify health**:

• size > 1 MB → critical
• size > 256 KB → warn
• mtime > 7 days → "no recent writes"
• line count 0 → "no writes"

5. **Orphan scan** — `Bash find .claude/{telemetry,logs,state,feedback} -type f` cross-check against registered paths. Any on-disk files not in inventory → orphan. Merge in dead-writer orphans from step 2. 6. **Runtime fired-census** — steps 1–5 ask "is the file being written?". This asks the upstream question: "does the writer hook run at all?"

• Run `node src/hooks/scripts/fired-census.mjs --json` (OrchestKit repo