estimation-patterns

Review·Scanned 2/19/2026

This skill documents practical estimation techniques for software planning and provides installation instructions. It includes shell commands such as npx clawhub@latest install estimation-patterns and cp -r ~/.ai-skills/skills/meta/estimation-patterns .cursor/skills/estimation-patterns, and references https://github.com/wpank/ai/tree/main/skills/meta/estimation-patterns.

from clawhub.ai·vca48443·12.9 KB·0 installs
Scanned from 1.0.0 at ca48443 · Transparency log ↗
$ vett add clawhub.ai/wpank/estimation-patternsReview findings below

Estimation Patterns

Practical estimation techniques for software tasks — methods comparison, decomposition, complexity multipliers, buffer calculation, bias awareness, and communication strategies.

What's Inside

  • Estimation methods comparison (T-shirt sizing, story points, time-based, three-point/PERT, reference comparison)
  • Task decomposition (break to < 4 hours)
  • Complexity multipliers (new tech, unclear requirements, legacy code, cross-team dependencies)
  • Buffer calculation (known unknowns, unknown unknowns, focus ratio)
  • Historical calibration and accuracy tracking
  • Common estimation biases and mitigations
  • Estimation ranges by task type
  • Communication strategies (ranges, confidence levels, stakeholder rules)
  • Anti-patterns

When to Use

  • Estimating a feature, bug fix, or project timeline
  • Breaking down work for sprint planning or roadmap forecasting
  • Presenting estimates to stakeholders or product managers
  • Reviewing historical accuracy to calibrate future estimates
  • Noticing a pattern of missed deadlines or blown budgets

Installation

npx add https://github.com/wpank/ai/tree/main/skills/meta/estimation-patterns

OpenClaw / Moltbot / Clawbot

npx clawhub@latest install estimation-patterns

Manual Installation

Cursor (per-project)

From your project root:

mkdir -p .cursor/skills
cp -r ~/.ai-skills/skills/meta/estimation-patterns .cursor/skills/estimation-patterns

Cursor (global)

mkdir -p ~/.cursor/skills
cp -r ~/.ai-skills/skills/meta/estimation-patterns ~/.cursor/skills/estimation-patterns

Claude Code (per-project)

From your project root:

mkdir -p .claude/skills
cp -r ~/.ai-skills/skills/meta/estimation-patterns .claude/skills/estimation-patterns

Claude Code (global)

mkdir -p ~/.claude/skills
cp -r ~/.ai-skills/skills/meta/estimation-patterns ~/.claude/skills/estimation-patterns

Part of the Meta skill category.