Semantic Conflict Prediction

Q: What is a Claude Code skill and how does the Semantic Conflict Prediction 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. Semantic Conflict Prediction is one of 67,000+ skills indexed in the open ClaudSkills catalog, classified under the General category. Learn more at https://claudskills.com/learn/what-is-skill-md/.

Category: General · Sub-category: ai-tooling · Last updated: 2026-06-08

ai:agent

AST-based semantic conflict prediction for multi-agent coding environments. Uses tree-sitter to parse code into ASTs, extract symbol-level claims, build dependency graphs, and predict conflicts BEFORE they happen -- at work-assignment time, not merge time. The key insight: git's textual merge is necessary but not sufficient. Two changes can merge cleanly and break the program. This skill covers tree-sitter fundamentals, symbol-level claims, dependency graph construction, conflict prediction algorithms, and integration with Port Daddy or similar coordination daemons. NOT FOR: textual merge conflict resolution (use git skills), linting or formatting (use static analysis tools), runtime verification of invariants (use runtime-verification-for-agents), or general multi-agent orchestration (use multi-agent-coordination).

Security AStatic scan found no risk patternsHow grading works ›

About this skill (catalog notes)

Semantic Conflict Prediction includes pricing or quota commentary; 34 code blocks for direct copy-paste. At roughly 5,465 words the SKILL.md is on the longer end of the catalog distribution.

Original author: curiositech
Indexed lastmod: 2026-06-08
Catalog position: General · ai-tooling
Indexed related skills: 10

How Semantic Conflict Prediction fits the catalog

Semantic Conflict Prediction sits in the General category under the ai-tooling 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

Version: 1.0 Domain: Static Analysis, Agent Coordination, Conflict Prevention Lineage: Port Daddy file claims (advisory), multi-agent-coordination (git worktrees), runtime-verification-for-agents (Arbiter pattern)

What this skill does

Semantic Conflict Prediction is a community-contributed Claude Code skill in the ai-tooling sub-category. It ships as a SKILL.md file that Claude Code auto-discovers under ~/.claude/skills/semantic-conflict-prediction/ and loads when your prompt matches the skill's trigger.

Who uses this skill

The Semantic Conflict Prediction 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/semantic-conflict-prediction
curl -L https://claudskills.com/skills/semantic-conflict-prediction/SKILL.md \
  -o ~/.claude/skills/semantic-conflict-prediction/SKILL.md

Or just download SKILL.md directly and drop it into ~/.claude/skills/semantic-conflict-prediction/. Claude Code auto-discovers it on next session.

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

📱 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 Semantic Conflict Prediction Claude Code skill?

Install via the ClaudSkills desktop app (one click) or copy SKILL.md from the source repository to ~/.claude/skills/semantic-conflict-prediction/SKILL.md and restart Claude Code. Both flows are detailed at claudskills.com/install/.

What does the Semantic Conflict Prediction skill do?

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 Semantic Conflict Prediction skill?

Use Semantic Conflict Prediction when your Claude Code task falls under the General category — specifically in the ai tooling 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 Semantic Conflict Prediction" or describe the task and let Claude pick). Browse related skills at /category/general/.

What is a Claude Code skill and how does the Semantic Conflict Prediction 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. Semantic Conflict Prediction 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

Source: https://github.com/curiositech/port-daddy/blob/HEAD/skills/semantic-conflict-prediction/SKILL.md
Author: curiositech

Cite this skill

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

APA

curiositech. (2026). Semantic Conflict Prediction [Claude Code skill]. ClaudSkills. https://claudskills.com/skills/semantic-conflict-prediction/

BibTeX

@misc{semantic-conflict-prediction-2026,
  author    = {curiositech},
  title     = {Semantic Conflict Prediction [Claude Code skill]},
  year      = {2026},
  publisher = {ClaudSkills},
  url       = {https://claudskills.com/skills/semantic-conflict-prediction/}
}

Embed this skill

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Badge

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Security scan

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

The scan flagged 1 of 10 categories (execution), 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.

✓ Prompt injection
✓ Data exfiltration
✓ Supply chain
✓ Reverse shell
✓ Credentials
⚠ Execution
✓ Filesystem
✓ Persistence
✓ Obfuscation
✓ Network

Show this grade on your repo (click to copy):

[![Security: A](https://img.shields.io/badge/Security-A-2e7d32)](https://claudskills.com/skills/semantic-conflict-prediction/#security)

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