LLM-Coding

LLM-Coding/Semantic-Anchors

Plugin Claude Code

Semantic anchor skills for LLM and coding-agent onboarding.

LLM-Coding/Semantic-Anchors

Instructions file

Instructions for LLM-Coding/Semantic-Anchors, covering claude.md, repository purpose, first-time setup, git workflow & fork setup and git worktrees for parallel team development.

LLM-Coding/Semantic-Anchors

Skill Claude CodeCodex

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 against the four…

LLM-Coding/Semantic-Anchors

Skill Claude CodeCodex

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 arc42 does not…

LLM-Coding/Semantic-Anchors

Skill Claude CodeCodex

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.

LLM-Coding/Semantic-Anchors

Skill Claude CodeCodex

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 120+ terms across testing…

LLM-Coding/Semantic-Anchors

Skill Claude CodeCodex

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.md / GEMINI.md /…

LLM-Coding/Semantic-Anchors

Skill Claude CodeCodex

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 (routed by role).…