Freestructured workflowlow risk

Capability · rank 22

ask-matt

Choose the right path from idea refinement through specifications, tickets, implementation, and handoff.

An intent router for selecting and sequencing complementary planning, prototyping, handoff, and implementation skills.

Listed owner

mattpocock/skills

Package source

GitHub

Category

Productivity

Productivity
$npx skills add https://github.com/mattpocock/skills --skill ask-matt

Overview

An intent router for selecting and sequencing complementary planning, prototyping, handoff, and implementation skills. Review the sandbox comparison, limitations, permissions, and pinned version before install.

Outcome

Choose the right path from idea refinement through specifications, tickets, implementation, and handoff.

Who it is for

Builders navigating a broad suite of agent development workflows.

What it is not for

Executing the selected domain workflow by itself.

Runtime export

codex_skill · markdown_export

Sandbox comparison
Generic baseline vs ask-matt on the same sample input · pinned v0.1.0

Sample input

Route this feature idea into the right planning and implementation workflow

Model: gpt-4.1-mini · temp 0.2

Generic baseline

50/100
Use a generic workflow and rely on broad best practices without domain-specific guidance.

Skill-enhanced

86/100
ask-matt workflow:
Choose the right path from idea refinement through specifications, tickets, implementation, and handoff.
Apply the capability with explicit assumptions, constraints, and a reviewable result.

Rubric scores

+36 lift
Coverage of failure modes25
Actionable recommendations35
Measurable next steps24
Risk / limitation awareness24

Assumptions

  • Sample input is representative of a real production task
  • Same model and temperature for baseline and skill-enhanced runs

Comparison runs through the shared sandbox engine on registry sample cases (deterministic v0 path).

Usage

  1. 1. Inspect trust badges, limitations, and permissions on this page.
  2. 2. Run the sandbox comparison to see baseline vs skill-enhanced output.
  3. 3. Install the pinned version with the command below for your agent runtime.
  4. 4. Agents can also fetch /api/v1/skills/ask-matt/manifest.
$npx skills add https://github.com/mattpocock/skills --skill ask-matt

Example prompts & use cases

1 / Prompt

Route this feature idea into the right planning and implementation workflow

Limitations

  • Recommendations depend on the companion skills that are actually installed.

Audience

Builders navigating a broad suite of agent development workflows.

Not for

Executing the selected domain workflow by itself.

Version history

v0.1.0

Jul 22, 2026current

Initial Kairaxis catalog packaging