Regex vs LLM Text Parsing
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
- 6/4/2026
- Risk Tier
- T2
- Receipt Hash
- b67c9003
- Manifest Hash
- 64e88ab4c9cf3c0ef3010e5f56f79d7b7949fd8f3bee336cb5e32ecdb45d2013
- Signature
- epYETPJt
- Root Public Key
- 349b0348
Skill Details
- Gate Verdict
- Elevated · Review
- Publication State
- published
- Risk Tier
- T2
- Manifest Hash
- 64e88ab4
Download Attested Bundle
Install Regex vs LLM Text Parsing
Each bundle is served from the attested copy of Regex vs LLM Text Parsing, so the file you download is the one covered by the governance receipt on this page rather than whatever currently sits at the upstream source.
Claude Code skill
curl -L "https://atestiv.com/api/download/ecc-regex-vs-llm?format=claude-code" -o ecc-regex-vs-llm.skill.mdMCP tool definitions
curl -L "https://atestiv.com/api/download/ecc-regex-vs-llm?format=mcp" -o ecc-regex-vs-llm.mcp-tools.jsonRaw attested bundle
curl -L "https://atestiv.com/api/download/ecc-regex-vs-llm?format=raw" -o ecc-regex-vs-llm.bundle.jsonVerify the bundle against its manifest hash
shasum -a 256 ecc-regex-vs-llm.bundle.jsonProvenance
- Catalog identifier:
ecc-regex-vs-llm - Harvested from the upstream repository.
- The manifest hash below is what the signing key committed to. A bundle whose digest does not match it is not the attested Regex vs LLM Text Parsing.
- Anything published here has been through the same gate, so a missing receipt is itself a signal rather than an omission.
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