Regex vs LLM Text Parsing

Attested

Decision framework for choosing between regex and LLM when parsing structured text. Start with regex for deterministic patterns, add LLM only for low-confidence edge cases.

Governance Receipt

Signer: sovereign-claw-ed25519
Signed At: 3/19/2026
Risk Tier: low
Receipt Hash: 5c24bf38
Manifest Hash: 1f4338a9d8eee84b
Merkle Root: cd23b3b7
Signature: 1159f067
Root Public Key: MCowBQYD

Skill Details

Gate Verdict: Attested
Publication State: published
Risk Tier: low
Manifest Hash: 1f4338a9

Download Attested Bundle

Claude Code Skill MCP Tools Raw Bundle

Attested Source Repository Original Source

More Skills

dmux Multi-Agent Workflows

Attested

Multi-agent orchestration using dmux tmux pane manager: parallel agent workflows across Claude Code, Codex, OpenCode, and other harnesses.

Visa Document Translation

Attested

Translate visa application documents from images to English with bilingual PDF output containing original and translation side by side.

Next.js Turbopack

Attested

Next.js 16+ and Turbopack: incremental bundling, FS caching, dev speed improvements, and migration from webpack.