Skip to content
Back to skills

Wise Estimation

ASecurity

Story-point estimation reference — a Fibonacci 0.5 → 13 SP scale for sizing work across frontend, backend, mobile, and all teams, including how to size uncertain work and the "anything > 8 SP is a research ticket, not an implementation ticket" rule. Use whenever the user says "estimate", "story points", "SP", "size this ticket", "how many points", "t-shirt size", "how long will this take", "break down the estimate", "is this a 3 or a 5", or is planning/refining a tracker ticket and needs a po...

  • 5 stars
  • 0 votes
  • 0 copies
  • 1 view
  • Added September 19, 2026
ai-agentsgoapifrontendbackend

Works with

  • cli
  • api

Security analysis

A100/100

Scanned September 19, 2026

npx -y skills add e1024kb/wise-claude --skill wise-estimation --agent claude-code

Installs into .claude/skills of the current project.

Are you the author of Wise Estimation?

Add the live security badge to your README. It updates with every re-scan.

Security grade badge for Wise Estimation
[![Security: A — Skills Directory](https://www.skillsdirectory.com/api/skills/e1024kb-wise-estimation/badge)](https://www.skillsdirectory.com/skills/e1024kb-wise-estimation)

More formats (shields.io, HTML) on the badges page. Keep it an A: scan every change in CI with Pro.

Download with Pro
SKILL.md
---
name: wise-estimation
description: Story-point estimation reference — a Fibonacci 0.5 → 13 SP scale for sizing work across frontend, backend, mobile, and all teams, including how to size uncertain work and the "anything > 8 SP is a research ticket, not an implementation ticket" rule. Use whenever the user says "estimate", "story points", "SP", "size this ticket", "how many points", "t-shirt size", "how long will this take", "break down the estimate", "is this a 3 or a 5", or is planning/refining a tracker ticket and needs a point value.
allowed-tools:
  - Read
---

# Story-Point Estimation

Before executing, follow [model fallback](../../references/workflow-host-control.md#model-fallback)
for unavailable models or delegation routes, including in autonomous procedures.

At every skill start, identify your main/child role and the current client
and GUI/TUI question tools, then read and follow the
[question lifecycle](../../references/workflow-host-control.md#keep-asynchronous-questions-open).
Keep asynchronous prompts open until answered; this rule does not authorize
questions in autonomous or otherwise prompt-free procedures.

Canonical story-point (SP) scale for sizing tracker tickets. Applies to
every team (frontend, backend, mobile, platform) — using the same units
so cross-team planning works.

This is a **reference doc**, not a procedure. When the user is
planning a ticket or breaking work into tasks, consult this scale to
pick a value; when the user asks "is this a 3 or a 5?", walk the
complexity/scope/time axes below to decide.

## The scale

Fibonacci, with a 0.5 minimum for truly trivial work.

| SP | Complexity | Typical scope | Calendar time |
|----|------------|---------------|---------------|
| **0.5** | Trivial, mechanical | Single file, one obvious change (copy tweak, constant rename, one-line config) | ~half day |
| **1** | Simple, well-understood | 1–2 files, clear requirements, pattern already exists | ~1 day |
| **2** | Moderate | 3–5 files, some decisions to make, one or two unknowns | ~2 days |
| **3** | Complex | Multiple components, non-trivial logic, meaningful test surface | ~3 days |
| **5** | Large feature | Architecture decisions, several components, full test coverage | ~1 week |
| **8** | Epic-level | Multiple sub-tasks, crosses file/module boundaries, touches API + UI | ~2 weeks |
| **13** | Major feature with unknowns | Research needed, spec not fully baked, architecture open | ~3 weeks+ |

## How to pick a number

Size against **three axes**. The estimate is the HIGHEST of the
three, not the average — an unfamiliar-tech ticket with one file is
still not a 1.

1. **Scope** — how many files, components, or systems change?
2. **Complexity** — how much decision-making, algorithmic work, or
   cross-cutting coordination is involved?
3. **Uncertainty** — how much of the work is genuinely understood
   up-front vs. will-need-to-figure-it-out-as-we-go?

Examples:

- Change a button colour across one component + its story →
  **0.5** (low on all three).
- Add a new field to an existing form, with validation, backend
  wiring, and tests → **2** (scope drives it).
- Rewrite a contested caching layer with existing patterns →
  **3** (complexity drives it).
- Integrate a third-party SDK we've never used → **5 minimum**
  (uncertainty drives it, even if the file count is small).

## When to research instead of estimate

Anything > **8 SP** is almost always a signal, not an estimate.
The correct response is usually one of:

- **Split the ticket.** 13 SP rarely means "let's block out three
  weeks" — it means the ticket bundles multiple real tickets that
  should be separated (parent epic + 3–5 implementation tickets,
  each in the 2–5 SP range).
- **Spike first.** If the uncertainty is what's driving the size,
  create a small time-boxed research ticket (1–2 SP, fixed
  duration) whose deliverable is a design doc or a plan. Then
  re-estimate the real work after the spike.
- **Ask the PM.** If the scope is this large because the ticket is
  too ambitious, the answer is usually product-side scope cut, not
  engineering heroics.

## Decomposition rule of thumb

When breaking a ticket into sub-tasks during planning, aim for
**every sub-task to be ≤ 3 SP**. If a sub-task is a 5, that's a
hint there's another decomposition step you haven't made yet.

The final ticket estimate is the **sum of the sub-tasks** (not a
separate judgment), rounded to the nearest Fibonacci value if the
sum falls between two. This keeps estimates honest — you can't
estimate lower than the pieces add up to.

Example breakdown for a dropdown feature from a Figma design:

```
Task 1 — add `useFeatureXQuery` hook                  (1 SP)
Task 2 — build DropdownSelector component             (2 SP)
Task 3 — wire component into SettingsPanel            (0.5 SP)
Task 4 — unit tests for hook + component              (1 SP)
                                                   ─────────
                                                Total  4.5 SP → round to 5 SP
```

## Bias and calibration

Two common estimation mistakes to watch for:

- **Anchoring to wall time.** "It'll take me a day" → 1 SP is the
  wrong reasoning. Use the complexity/scope/uncertainty axes; the
  calendar-time column is a *consequence* of the size, not an
  input. Time estimates are personal; SP estimates are shared.
- **Optimism about unfamiliar code.** If the work touches a module
  nobody on the team has edited in the last 6 months, bump the
  estimate by one step. The surprises are always in the unknown
  code.

## What NOT to use this skill for

- Velocity / capacity planning — that's PM territory, not engineering.
- Setting deadlines — SP is a sizing tool, not a commitment.
- Cross-team comparison of individuals — SP is a team unit of
  shared understanding, not a productivity metric.

Attribution

Is this your skill, or is something wrong with this listing? Request removal or report an issue. Author removals are honored within 72 hours.

Comments

Loading comments…

Newsletter

Get the weekly list of safe new skills, and the ones we pulled.