agent-interface-design
Design tools, scripts, and CLIs that an agent will call, so the interface teaches its own use instead of a wall of prose and…
Audit the instructions an agent already carries — CLAUDE.md, AGENTS.md, skills, tool descriptions — for contradictions, over-constraint, and duplication, then propose a cut list. Use when an agent ignores its own instructions, when a CLAUDE.md has grown bloated, or when the user
$ npx -y skills add Neeeophytee/finding-unknowns-skills --skill context-audit --agent claude-codeHow it fires
How this skill gets triggered: by you, by Claude, or both.
/context-auditContext preview
The summary Claude sees to decide when to auto-load this skill.
Audit the instructions an agent already carries — CLAUDE.md, AGENTS.md, skills, tool descriptions — for contradictions, over-constraint, and duplication, then propose a cut list. Use when an agent ignores its own instructions, when a CLAUDE.md has grown bloated, or when the user
name: context-audit description: Audit the instructions an agent already carries — CLAUDE.md, AGENTS.md, skills, tool descriptions — for contradictions, over-constraint, and duplication, then propose a cut list. Use when an agent ignores its own instructions, when a CLAUDE.md has grown bloated, or when the user asks to audit or rightsize their agent context.
A prompt is written for one task; context is reused across every task, so it can never be as specific. That gap is where instructions rot: rules written for a worst case that no longer happens, guidance duplicated across three layers, two layers quietly telling the model opposite things. The model can resolve all of it — by spending thinking budget on it before it starts your actual work. This skill finds what to delete.
1. Inventory every layer that reaches the model: root and nested `CLAUDE.md`/`AGENTS.md`, each skill's description and body, hooks, tool and MCP server descriptions, and any harness prompt the user controls. Report each layer's size. The layer the user forgot they wrote is usually the loudest one. 2. Read them together, the way the model receives them — not one file at a time. Contradictions only exist between layers. 3. Classify every instruction as one of five things:
4. Propose the cut as a diff: conflicts resolved first, then duplicates, then the rest. For anything that is worth keeping but only sometimes needed, propose relocating it into a skill or a linked file loaded on demand rather than deleting it. 5. Close with before/after line counts and the single deletion you are least confident about, named explicitly so a human decides that one.
14 installable skills that help your coding agent find what you don't know — before it gets expensive to fix. The map is not the territory. Your prompt is a map; the codebase and the real world are the territory.
Design tools, scripts, and CLIs that an agent will call, so the interface teaches its own use instead of a wall of prose and…
Test a consequential technical assumption with a small, falsifiable experiment before committing to an approach. Use when a plan…
Surface the user's unknown unknowns before work starts. Use when the user is entering an unfamiliar codebase area, an unfamiliar…
Generate several genuinely different throwaway variations (designs, approaches, drafts) for the user to react to. Use when the…
After a working session, produce a report on what changed plus a quiz the user must pass before merging. Use when the user asks…
Keep a running implementation-notes.md during a build, logging every deviation from the plan and every discovered edge case. Use…