estuary-task-stats SKILL.md skillA
estuary-task-stats from estuary/agent-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add estuary/agent-skills/estuary-task-stats@git:20260505.8873932Pins git:20260505.8873932 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- estuary/agent-skills
- Path
skills/estuary-task-stats/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260505.8873932, committed May 5, 2026
- Size
- 5,440 bytes
- Repository stars
- 7
- License
- Apache-2.0
Check task processing statistics to see how much data and how many docs are moving. Use when checking throughput, diagnosing a stalled task, verifying data movement, or reporting on task activity. Use when user says "is data flowing", "how much data", "check throughput", "how many documents", "task not processing", "data not arriving", "stats", "bytes processed", "stalled capture", "no data in destination", "data volume", "task report", "usage report", or "how much data did we process".
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# flowctl raw stats - Task Processing Statistics
**Concepts**: Stats show document and byte counts per transaction for a task. They answer "is data actually moving, and how much?" — separate from `flowctl catalog status`, which only shows control-plane state. A task can show `OK` status while having zero recent stats (stalled, no new source data, or sync schedule delay).
**IMPORTANT**: The command is `flowctl raw stats`, not `flowctl stats`.
## Prerequisites
`flowctl` must already be authenticated — see the **estuary-flowctl-setup** skill.
## Total Data Over a Period
**Materialization** — bytes read from source collections ("Data Read" in UI):
```bash
flowctl raw stats --task <task> --since 24h | \
jq -s '{
total_gb: ([.[] | select(.materialize != null) | .materialize | to_entries[] | .value.right.bytesTotal // 0] | add // 0 | . / 1073741824 * 10 | round / 10),
total_docs: ([.[] | select(.materialize != null) | .materialize | to_entries[] | .value.right.docsTotal // 0] | add),
transactions: ([.[] | select(.materialize != null)] | length)
}'
```
**Capture** — bytes written to Estuary collections ("Data Written" in UI):
```bash
…Read the whole file at its exact version.
How to install
mdr add estuary/agent-skills/estuary-task-stats@sha256:423de6038f7660b7The line at the top of this page pins the label git:20260505.8873932, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_kuqrspuzpqixfx4i)
2 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on May 5, 2026.
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (5440 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
estuary/agent-skills · 7 stars · license Apache-2.0 · pushed 2026-11-04 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_kuqrspuzpqixfx4i GET https://markdownregistry.com/api/v1/resolve?ref=estuary/agent-skills/estuary-task-stats GET https://markdownregistry.com/api/v1/blob/423de6038f7660b7fb14559f412e04ebf1c929610d2da7197d31680c68867182
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.