flow-metrics SKILL.md skillB

flow-metrics from eugenelim/agent-ready-repo is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add eugenelim/agent-ready-repo/flow-metrics@v0.1.0

Pins v0.1.0 in mdr.lock. Pin the fingerprint instead.

Audit grade
B, 16 of 17 checks passed
Kind
SKILL.md skill
Repository
eugenelim/agent-ready-repo
Path
packs/atlassian/.apm/skills/flow-metrics/SKILL.md
Versions recorded
6
Latest version
v0.1.0, committed Sep 26, 2026
First version recorded
May 27, 2026
Size
19,584 bytes
Repository stars
28
License
Apache-2.0

Use this skill when the user asks for DORA / Flow Framework metrics over a Jira scope -- "what's our cycle time this quarter for PROJ", "give me throughput and WIP for the Foo team", "compare flow efficiency before/after the AI-pairing rollout via a cohort split", "rollup flow metrics across program 42". Computes cycle time, lead time, throughput, WIP, flow load, rework rate, flow efficiency, flow distribution, and defect ratio from Jira changelogs…

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

# Skill: flow-metrics

This skill is the one place to compute Flow Framework / DORA-style
metrics over a Jira scope. It composes two upstream skills and emits a
canonical JSON / CSV / JSONL block; it does **not** invent new tracker
verbs or replicate them inline.

- **`jira` skill** (sibling in this pack) — every Jira read: `check`,
  `whoami`, `get-issue`, `search`, `get-project`, plus a tightly-
  allowlisted set of `raw GET` paths for the custom-field catalog,
  project-status enumeration, and per-issue changelog pagination.
- **`jira-align` skill** (sibling in this pack) — used **only** for
  `--program-id` / `--portfolio-id` scope, and **only** for the four
  team / program / portfolio enumeration paths. Time-in-state numbers
  always come from Jira's changelog.

The pipeline (config validation, scope JQL, changelog walk, per-issue
derivation, aggregation, cohort split, per-team rollup, notes, meta,
output rendering, caching) lives in `scripts/flow_metrics/`. This SKILL.md
tells the agent how to **invoke** the CLI for common flows; for design
details, read the inline module docstrings.

## Output rendering

<!-- agentbundle:output-rendering:start -->
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add eugenelim/agent-ready-repo/flow-metrics@sha256:5cf748d3e62c0a64

The line at the top of this page pins the label v0.1.0, 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_ro6emp35ysoaky5w.svg)](https://markdownregistry.com/a/art_ro6emp35ysoaky5w)

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

Versions

The registry has recorded 6 versions of this file, between May 27, 2026 and Sep 26, 2026, about one every 25 days.

versioncommittedcommitsizeaudit
v0.1.0 latest2026-09-26 1b3c543 19,584 BB view · diff
v0.1.02026-08-29 fd59e28 19,082 BB view · diff
v0.1.02026-07-27 7ba66d5 16,526 BB view · diff
v0.1.02026-05-31 5ddcb69 16,204 BB view · diff
v0.1.02026-05-31 5858254 16,211 BB view · diff
v0.1.02026-05-27 388da16 16,338 BB view

Audit of the latest version

B  16 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.
  • fail: No instruction to read or print local credentials (matched: read `credentials.env)
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (19584 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 base64 blob over 200 characters
  • pass: No link to a raw IP address
  • pass: No script tag

Starting a new one? Use a template for SKILL.md on mdpantry, which passes every one of these checks and says what to change in it.

Source

GitHub

eugenelim/agent-ready-repo · 28 stars · license Apache-2.0 · pushed 2026-11-06 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_ro6emp35ysoaky5w
GET https://markdownregistry.com/api/v1/resolve?ref=eugenelim/agent-ready-repo/flow-metrics
GET https://markdownregistry.com/api/v1/blob/5cf748d3e62c0a649734589c9905266a5073e2afd8fa0d5e74b48e1705776ec2

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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