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Think Process Tracing

Category: General  ·  Sub-category: operations  ·  Last updated:
type:debug
Evaluates rival causal explanations of a single case by typing each piece of within-case evidence by its diagnosticity (hoop, smoking-gun, straw-in-the-wind, doubly-decisive tests) against each rival's mechanism chain, then eliminating or confirming rivals item by item rather than by tallying. Use when one outcome has happened, several genuine rival explanations compete to explain it, and mechanism-level evidence (logs, timestamps, documents, who knew what when) is available to discriminate them - an incident postmortem, a churn spike, a lost deal, a metric anomaly. Not for cross-case generalization, not a consistency-matrix scoring tally, and not for cases with no rivals on the table.
Security AStatic scan found no risk patternsHow grading works ›

About this skill (catalog notes)

Think Process Tracing includes explicit scope boundaries (an explicit 'when not to use' or 'out of scope' section); worked examples; pricing or quota commentary. At roughly 1,581 words the SKILL.md is on the longer end of the catalog distribution.

Source
product-on-purpose.github.io/thinking-framework-skills
License
Apache-2.0
Original author
product-on-purpose
Indexed lastmod
Catalog position
General · operations
Indexed related skills
10

How Think Process Tracing fits the catalog

Think Process Tracing sits in the General category under the operations sub-topic in the ClaudSkills catalog. There are 10 related skills indexed alongside it; comparing a few before installing usually reveals which fits your workflow best.

These notes are auto-generated from features detected in the SKILL.md file and from this catalog's structure — they aren't part of the source repository.

From the source SKILL.md

<!-- thinking-framework-skills | https://github.com/product-on-purpose/thinking-framework-skills | Apache-2.0 --> # Process Tracing (rival-explanation adjudication)

What this skill does

Think Process Tracing is a community-contributed Claude Code skill in the operations sub-category. It ships as a SKILL.md file that Claude Code auto-discovers under ~/.claude/skills/think-process-tracing/ and loads when your prompt matches the skill's trigger.

When to invoke it: Use when one outcome has happened, several genuine rival explanations compete to explain it, and mechanism-level evidence (logs, timestamps, documents, who knew what when) is available to discriminate them - an incident postmortem, a churn spike, a lost deal, a metric anomaly. Not for cross-case generalization, not a consistency-matrix scoring tally, and not for cases with no rivals on the table.

Who uses this skill

The Think Process Tracing 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 146,000+ 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/think-process-tracing
curl -L https://claudskills.com/skills/think-process-tracing/SKILL.md \
  -o ~/.claude/skills/think-process-tracing/SKILL.md

Or just download SKILL.md directly and drop it into ~/.claude/skills/think-process-tracing/. Claude Code auto-discovers it on next session.

Skills live at ~/.claude/skills/think-process-tracing/SKILL.md on macOS/Linux, or %USERPROFILE%\.claude\skills\think-process-tracing\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 Think Process Tracing Claude Code skill?
Install via the ClaudSkills desktop app (one click) or copy SKILL.md from the source repository to ~/.claude/skills/think-process-tracing/SKILL.md and restart Claude Code. Both flows are detailed at claudskills.com/install/.
What does the Think Process Tracing skill do?
Evaluates rival causal explanations of a single case by typing each piece of within-case evidence by its diagnosticity (hoop, smoking-gun, straw-in-the-wind, doubly-decisive tests) against each rival's mechanism chain, then eliminating or confirming rivals item by item rather than by tallying. Use when one outcome has happened, several genuine rival explanations compete to explain it, and mechanism-level evidence (logs, timestamps, documents, who knew what when) is available to discriminate them - an incident postmortem, a churn spike, a lost deal, a metric anomaly. Not for cross-case generalization, not a consistency-matrix scoring tally, and not for cases with no rivals on the table.
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 Think Process Tracing skill?
Use Think Process Tracing when your Claude Code task falls under the General category — specifically in the operations 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 Think Process Tracing" or describe the task and let Claude pick). Browse related skills at /category/general/.
What is a Claude Code skill and how does the Think Process Tracing 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. Think Process Tracing 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
product-on-purpose. (2026). Think Process Tracing [Claude Code skill]. ClaudSkills. https://claudskills.com/skills/think-process-tracing/
BibTeX
@misc{think-process-tracing-2026,
  author    = {product-on-purpose},
  title     = {Think Process Tracing [Claude Code skill]},
  year      = {2026},
  publisher = {ClaudSkills},
  url       = {https://claudskills.com/skills/think-process-tracing/}
}

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Security scan

Grade A · scanned 2026-07-06 — free static scan against the OWASP Agentic Skills Top 10.

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Browse all General skills in the ClaudSkills registry, or explore these other picks from the same category:

Browse all General skills → Top 100 skills
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