workflow-metrics SKILL.md skillA

workflow-metrics from paretofilm/superpowers-gstack is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add paretofilm/superpowers-gstack/workflow-metrics@git:20261003.14d9116

Pins git:20261003.14d9116 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
paretofilm/superpowers-gstack
Path
skills/workflow-metrics/SKILL.md
Versions recorded
2
Latest version
git:20261003.14d9116, committed Oct 3, 2026
First version recorded
Oct 3, 2026
Size
2,408 bytes
Repository stars
3
License
none declared

Measure a workflow change before and after — questions and recommended answers, stops, tokens, long contexts, skill and MCP use — from Claude Code transcripts, deduplicated per model call.

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

# Workflow metrics

Invoke with: `/superpowers-gstack:workflow-metrics [project] [change date]`

```bash
SKILL_DIR='<the base directory the Skill tool printed when this skill loaded>'
WM="$SKILL_DIR/../../scripts/workflow-metrics.py"
[ -f "$WM" ] || WM=$(ls ~/.claude/plugins/cache/*/superpowers-gstack/*/scripts/workflow-metrics.py 2>/dev/null | sort -V | tail -1)
```

## Before and after

Pick the change's date and time (a commit, the moment a contract went into CLAUDE.md),
then run each measurement twice with the same `--project`:

```bash
python3 "$WM" asks   --project <dir substring> --until <change>
python3 "$WM" asks   --project <dir substring> --since <change>
python3 "$WM" tokens --project <dir substring> --since <change>
```

With `--since` / `--until`, each transcript file (a subagent's included) is filtered by
its own first timestamp, so a subagent file can be in scope while its parent session is not.

| Command | Answers |
|---|---|
| `asks` | How many structured questions, how many answered with the recommended option, how long Claude works between your messages |
| `tokens` | Model calls (main / subagent), output, context reused and written, per project |
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add paretofilm/superpowers-gstack/workflow-metrics@sha256:a2f28440e9712208

The line at the top of this page pins the label git:20261003.14d9116, 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.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_dztmgd6dwev3ijol.svg)](https://markdownregistry.com/a/art_dztmgd6dwev3ijol)

1 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 2 versions of this file, all committed on Oct 3, 2026.

versioncommittedcommitsizeaudit
git:20261003.14d9116 latest2026-10-03 14d9116 2,408 BA view · diff
git:20261003.ddea5612026-10-03 ddea561 2,472 BA view

Audit of the latest version

A  17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (2408 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

GitHub

paretofilm/superpowers-gstack · 3 stars · license none declared · pushed 2026-11-04 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_dztmgd6dwev3ijol
GET https://markdownregistry.com/api/v1/resolve?ref=paretofilm/superpowers-gstack/workflow-metrics
GET https://markdownregistry.com/api/v1/blob/a2f28440e9712208918b4e656c28c474c79286ee706f9892fe18b32f506d8970

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.

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