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Writing
Skill

/qi-layer

Use when writing or maintaining AGENTS.md, .context/CONTEXT.md, or CLAUDE.md mirrors: keep intent docs minimal and load-bearing.

BOOST
From plugin
creative-writing-skills
48924 skills11 agents4 commands
Install
$ npx -y skills add haowjy/creative-writing-skills --skill qi-layer --agent claude-code

How it fires

How this skill gets triggered: by you, by Claude, or both.

  • Fires itselfAuto-invocation. Claude auto-loads it when your prompt matches the work.Auto-invocation is when the right skill fires by itself at the right moment, driven by a FLOW.md router and a hook, instead of you invoking it by name. It is the difference between a skill being installed and a skill actually getting used.Read the full definition →
  • You can call itInvoke it directly when you want it.
  • Slash command/qi-layer

Context preview

The summary Claude sees to decide when to auto-load this skill.

Use when writing or maintaining AGENTS.md, .context/CONTEXT.md, or CLAUDE.md mirrors: keep intent docs minimal and load-bearing.

SKILL.md

qi-layer.SKILL.md
name: qi-layer
description: 'Use when writing or maintaining AGENTS.md, .context/CONTEXT.md, or CLAUDE.md mirrors: keep intent docs minimal and load-bearing.'

qi-layer

`/qi-maintenance` owns when colocated knowledge must move with source changes. This skill owns how to write and structure that knowledge.

Load `/knowledge-layers` for where each layer lives and what it holds. Load `/llm-writing` if it isn't already loaded.

This skill is about **how to write and maintain** the directory-local pair: AGENTS.md and `.context/CONTEXT.md`. The pair governs any tree agents work in — code, the KB, docs, work directories. AGENTS.md loads into an agent's bounded context as standing instructions: write it like a prompt, minimal, every line load-bearing.

The Four Principles

1. **Fractal Compression**: leaf AGENTS.md summarizes its directory's content; parent AGENTS.md summarizes its children. Each level is a compression of the level below. 2. **Hierarchical Summarization**: root provides broad architectural frame. Leaves provide local working knowledge. Agents accumulate understanding as they descend. 3. **LCA Deduplication**: shared knowledge appears once at the shallowest node covering all relevant paths. Never duplicate between siblings. 4. **Progressive Disclosure**: give just enough to work correctly at this level. Link to `.context/CONTEXT.md` for depth.

Writing AGENTS.md

Agents read AGENTS.md before opening anything else in the tree — write for that moment. Ask: **what must someone understand before working here?** That's what AGENTS.md captures.

Keep AGENTS.md as short as the directory allows, rarely past 200 lines. Include only what has substance:

  • **Purpose**: what this area IS and what it ISN'T (1–3 sentences)
  • **Mental model**: how to think about this area, key abstractions
  • **Key rules**: constraints, what breaks if you get it wrong
  • **Anti-patterns**: what NOT to do here
  • **Downlinks**: to `.context/` for depth, to related areas

An agent that only reads AGENTS.md should be able to work correctly here. An agent that also reads .context/ should be able to change things safely.

Writing .context/CONTEXT.md

Reference depth, co-located with the code it describes. Where an agent goes when it needs contracts, architecture, or rationale in detail.

Sections (use only those with substance):

  • **Contracts**: interfaces, invariants, what breaks if violated
  • **Architecture**: component relationships, data flow, dependency direction
  • **Rationale**: why X over Y, rejected alternatives
  • **Patterns**: how to work here, concrete pitfalls

The `.context/` directory is extensible: additional files alongside CONTEXT.md for specialized concerns.

What Does NOT Belong in AGENTS.md

Apply the **every-session test**: root AGENTS.md loads on every session. If knowledge is only relevant when working in a specific domain, it belongs in that domain's AGENTS.md or .context/, not root.

Apply the **think-vs-lookup test**: text whose removal would cause a *wrong decision* belongs in AGENTS.md. Text an agent would merely have to *look up* belongs in .context/. Text that changes no behavior gets deleted — agents already know how to code and follow common conventions.

Specific failure modes:

  • **Session bleed**: LLM working notes that calcified into the instruction

file. Tells: status-update language ("**deleted**", "shipped", "deferred"), implementation terms packed without framing, history narration.

  • **Reference material posing as intent**: tables, command blocks, full

scheme vocabularies, implementation specifics.

  • **Redundant guards**: prose warnings for invariants already enforced by

tests or types. The code is the real guard; prose rots faster.

  • **Duplicated knowledge**: restating what lives in a skill, a domain

.context/, or a KB page. Point, don't duplicate.

  • **Domain-specific detail at root**: URI scheme tables, gateway pricing

internals, auth implementation details. These belong in their domain's AGENTS.md, not root.

Structural Rules

  • Relative paths for all links
  • AGENTS.md and .context/ at the same directory level (siblings)
  • Link to files, not headings (headings change more often)
  • Lateral links between `.context/` directories with contracts between them
  • LCA deduplication: if two siblings share context, put it in the parent

CLAUDE.md Mirrors

Claude harnesses read CLAUDE.md, not AGENTS.md. Give every AGENTS.md a sibling CLAUDE.md whose first line is `@AGENTS.md` — normally the whole file. Run `meridian qi claude-md-fix <target-root>` on the containing tree after creating or moving AGENTS.md files: it creates missing mirrors, skips exact ones, and reports anything else as a conflict.

Never write shared instructions into CLAUDE.md. Claude-only knowledge is rare; when it exists, put it below the `@AGENTS.md` import and expect `claude-md-fix` to keep flagging the file, so the divergence stays visible.

Loading differs by level. At the root, each harness auto-loads its own file every session: Claude reads CLAUDE.md, others read AGENTS.md. In subdirectories, Claude auto-injects CLAUDE.md when it touches files there; other agents see nested AGENTS.md only by reading it on entry. Don't lean on Claude's auto-injection: a nested AGENTS.md carries the local additions an agent needs on entry, with everything else inherited from ancestors.

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