claude

semantic-anchors

Semantic anchor skills for translating established methodologies and installing persistent coding-agent context.

540 on GitHubby LLM Codingv0.11.2Apache-2.0updated 7 days agoproductivity
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Plugin semantic-anchors from marketplace semantic-anchors in LLM-Coding/Semantic-Anchors. Commands read from the repo's manifest — 6 days ago.

What it installs

Skills (6)

  • anchor-prior-test

    Empirically test whether a candidate term qualifies as a semantic anchor by probing how densely it sits in LLM training data — across several model tiers in a clean room — before proposing it. Use when triaging an anchor proposal, deciding anchor vs contract, or vetting a rename. Produces a verdict

  • arc42-documentation

    Author an arc42 architecture document with the project's cross-section traceability rules. Use when producing or extending an arc42 document — it carries the procedure the "Architecture Documentation" contract deliberately leaves out: scaffolding the with-help template, the five traceability rules a

  • semantic-anchor-onboarding

    DEPRECATED alias of semantic-contracts-installer. Renamed because the skill's high-value job is installing Semantic Contracts (compositions the LLM cannot guess), not bare anchor lists. Use semantic-contracts-installer instead; this alias forwards to it and will be removed after one release.

  • semantic-anchor-translator

    Bi-directional translator between verbose descriptions and established terminology (semantic anchors). Use when (1) user describes a concept verbosely and you want to identify the precise term, or (2) user asks for methodology/approach and you want to suggest relevant anchors. Covers 200+ terms acro

  • semantic-contracts-installer

    Install Semantic Contracts (and, as a sub-mode, individual semantic anchors) into a coding agent's persistent context for Claude Code, Codex, Gemini CLI, Cursor, GitHub Copilot, and similar agents. Use when setting up project-level or user-level onboarding, generating or updating AGENTS.md / CLAUDE.

  • socratic-code-theory-recovery

    Recover the "theory" (Naur 1985) of an existing codebase through recursive question refinement before writing documentation. Use on brownfield projects where the spec is missing — produces a Question Tree separating what is answerable from code (with evidence) from what must be asked of the team (ro

View source on GitHub llm-coding.github.io

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