estimate SKILL.md skillA

estimate from lamngockhuong/aiteamkit is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add lamngockhuong/aiteamkit/estimate@git:20261014.03c655e

Pins git:20261014.03c655e in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
lamngockhuong/aiteamkit
Path
plugins/atk/skills/estimate/SKILL.md
Versions recorded
2
Latest version
git:20261014.03c655e, committed Oct 14, 2026
First version recorded
Oct 1, 2026
Size
10,138 bytes
Repository stars
9
License
MIT

Estimate a backlog and fill a sprint against real team capacity: size each item with a stated basis, mark the confidence, add the risk buffer, subtract leave and meetings, and produce a sprint commitment the team can defend in planning. Use for story points, man-day estimates, sprint planning, capacity checks, and re-estimation after scope change. Triggers on: "estimate", "estimation", "story point", "man-day", "ước lượng", "estimate sprint", "sprint planning", "capacity", "見積", "工数…

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

# Estimation and Sprint Planning (`atk:estimate`)

Produces an estimate whose numbers can be argued with, because every number carries the basis it
came from: a comparable past item, a decomposition, or a stated unknown. Then turns the estimate
into a sprint commitment that respects the capacity the team actually has.

## Scope

Handles: sizing backlog items, recording the estimation basis and confidence, adding a risk buffer,
computing net capacity from headcount and leave, selecting the sprint scope, and flagging items too
large or too vague to estimate.

Does NOT handle: writing the requirement (`atk:intake`), splitting work into tasks
(`atk:breakdown`), or committing the team. The team commits; this skill prepares the numbers.

## Roles

PM owns capacity and the commitment. Tech Lead and Dev own the sizes. QA owns its own test effort:
the skill drafts the QA line from comparables for QA to accept or change, as a separate line, never
folded silently into a Dev number. See `shared/team-roles.md`.

## Invocation

```bash
/atk:estimate <backlog-path>            # Estimate every item in a requirement or breakdown doc
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add lamngockhuong/aiteamkit/estimate@sha256:52ed04f938215b36

The line at the top of this page pins the label git:20261014.03c655e, 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_m7tef3ty7mui2hig.svg)](https://markdownregistry.com/a/art_m7tef3ty7mui2hig)

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

Versions

The registry has recorded 2 versions of this file, between Oct 1, 2026 and Oct 14, 2026, about one every 13 days.

versioncommittedcommitsizeaudit
git:20261014.03c655e latest2026-10-14 03c655e 10,138 BA view · diff
git:20261001.ed023842026-10-01 ed02384 9,928 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 (10138 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

lamngockhuong/aiteamkit · 9 stars · license MIT · pushed 2026-10-22 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_m7tef3ty7mui2hig
GET https://markdownregistry.com/api/v1/resolve?ref=lamngockhuong/aiteamkit/estimate
GET https://markdownregistry.com/api/v1/blob/52ed04f938215b36a9fe67de3cc37227ef707b069594cf71530cc70661c10921

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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