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ClaudSkills / General / orchestration-frameworks

Pick For The Problem

Category: General  ·  Sub-category: orchestration-frameworks  ·  Last updated:
type:audit
Re-anchor the discipline that a tool, library, framework, language, or approach is chosen to fit the actual problem — not reached for out of habit, availability, incumbency, or preconception — then audit the selection in flight and re-derive it from the problem. Use when: 'pick for the problem', 'right tool for the job', 'which library should we use', 'what framework', 'should we build this or use X', 'is this the right approach', 'you defaulted to X', 'we always reach for X', 'evaluate the options', 'choose a dependency', or at conversation start on a build-vs-buy or technology-selection decision.
Security AStatic scan found no risk patternsHow grading works ›

From the source SKILL.md

A drift corrector for selection discipline: the tool must fit the problem, not the reflex. The method — re-anchor, audit the work in flight, correct forward, report, and the tone that firing this is not an accusation — lives in [${CLAUDE_PLUGIN_ROOT}/context/re-anchor-audit-correct.md](../../context/re-anchor-audit-correct.md). Read it; this file adds only what is specific to selecting a tool, library, framework, language, or approach.

What this skill does

Pick For The Problem is a community-contributed Claude Code skill in the orchestration-frameworks sub-category. It ships as a SKILL.md file that Claude Code auto-discovers under ~/.claude/skills/pick-for-the-problem/ and loads when your prompt matches the skill's trigger.

When to invoke it: Use when: 'pick for the problem', 'right tool for the job', 'which library should we use', 'what framework', 'should we build this or use X', 'is this the right approach', 'you defaulted to X', 'we always reach for X', 'evaluate the options', 'choose a dependency', or at conversation start on a build-vs-buy or technology-selection decision.

Who uses this skill

The Pick For The Problem Claude Code skill is built for Claude Code users and developers across all disciplines looking for general-purpose AI assistance. It's part of ClaudSkills (also referred to as Claude Skills or Claude Code Skills) — the open community-curated registry of 174,000+ SKILL.md files for Anthropic's Claude Code agent and the wider Claude ecosystem (Claude API, Claude Agent SDK).

How to install

Free

Manual install (2 steps)

mkdir -p ~/.claude/skills/pick-for-the-problem
curl -L https://claudskills.com/skills/pick-for-the-problem/SKILL.md \
  -o ~/.claude/skills/pick-for-the-problem/SKILL.md

Or just download SKILL.md directly and drop it into ~/.claude/skills/pick-for-the-problem/. Claude Code auto-discovers it on next session.

Skills live at ~/.claude/skills/pick-for-the-problem/SKILL.md on macOS/Linux, or %USERPROFILE%\.claude\skills\pick-for-the-problem\SKILL.md on Windows. See the full install guide for step-by-step instructions.

Telegram

📱 Install from your phone or desktop Telegram

Open @claudskills_bot on Telegram, tap Open Desktop App, and the desktop app installs this skill for you. Or share the bot link with a colleague — they get the same one-tap install. Learn more →

Pro

One-click install via the desktop app

The ClaudSkills desktop app installs any skill directly into ~/.claude/skills/ with one click — no terminal required. Pro starts at $9/mo or $149 lifetime.

Pro

For the full experience including quality scoring and one-click install features for each skill — upgrade to Pro.

See pricing → Download desktop app

Frequently asked questions

How do I install the Pick For The Problem Claude Code skill?
Install via the ClaudSkills desktop app (one click) or copy SKILL.md from the source repository to ~/.claude/skills/pick-for-the-problem/SKILL.md and restart Claude Code. Both flows are detailed at claudskills.com/install/.
What does the Pick For The Problem skill do?
Re-anchor the discipline that a tool, library, framework, language, or approach is chosen to fit the actual problem — not reached for out of habit, availability, incumbency, or preconception — then audit the selection in flight and re-derive it from the problem. Use when: 'pick for the problem', 'right tool for the job', 'which library should we use', 'what framework', 'should we build this or use X', 'is this the right approach', 'you defaulted to X', 'we always reach for X', 'evaluate the options', 'choose a dependency', or at conversation start on a build-vs-buy or technology-selection decision.
Is this skill free to install?
Yes. ClaudSkills is an open registry — every skill keeps its source repository's license, and manual install via copy is free. ClaudSkills Pro ($9/mo, $79/yr, or $149 one-time) adds one-click install via the desktop app and a multi-signal Quality Score.
When should I use the Pick For The Problem skill?
Use Pick For The Problem when your Claude Code task falls under the General category — specifically in the orchestration frameworks area. Claude Code auto-discovers installed skills and invokes the right one based on the task description, so you can also ask Claude directly (e.g. "use Pick For The Problem" or describe the task and let Claude pick). Browse related skills at /category/general/.
What is a Claude Code skill and how does the Pick For The Problem skill fit in?
A Claude Code skill is a SKILL.md file that lives under ~/.claude/skills/<name>/ and tells the Claude Code CLI agent how to perform a specific task (instructions, prompts, allowed tools). Skills are auto-discovered at session start. Pick For The Problem is one of 67,000+ skills indexed in the open ClaudSkills catalog, classified under the General category. Learn more at /learn/what-is-a-claude-skill/.

Attribution & license

Cite this skill

If you reference this skill in a blog post, paper, or documentation, you can cite it as:

APA
melodic-software. (2026). Pick For The Problem [Claude Code skill]. ClaudSkills. https://claudskills.com/skills/pick-for-the-problem/
BibTeX
@misc{pick-for-the-problem-2026,
  author    = {melodic-software},
  title     = {Pick For The Problem [Claude Code skill]},
  year      = {2026},
  publisher = {ClaudSkills},
  url       = {https://claudskills.com/skills/pick-for-the-problem/}
}

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Security scan

Grade A · scanned 2026-08-02 — free static scan against the OWASP Agentic Skills Top 10.

The scan flagged 1 of 10 categories (filesystem), including lower-severity patterns. Patterns shown inside code fences are weighted as examples rather than instructions — read the grading methodology for what this does and does not guarantee.

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