Skip to main content
NEW · APP STORE Now on iOS · macOS · iPad Android & Windows soon GET IT
Prompts Codebase Architecture Deepening Advisor

agent coding skill risk: low

Codebase Architecture Deepening Advisor

The prompt directs the model to explore a codebase using CONTEXT.md and docs/adr/, identify shallow modules via the deletion test and specific glossary terms, then present numbered…

SKILL 4 files

SKILL.md
---
name: improve-codebase-architecture
description: "Find deepening opportunities in a codebase, informed by the domain language in CONTEXT.md and the decisions in docs/adr/. Use when the user wants to improve architecture, find refactoring opportunities, consolidate tightly-coupled modules, or make a codebase more testable and AI-navigable."
---
# Improve Codebase Architecture

Surface architectural friction and propose **deepening opportunities** — refactors that turn shallow modules into deep ones. The aim is testability and AI-navigability.

## Glossary

Use these terms exactly in every suggestion. Consistent language is the point — don't drift into "component," "service," "API," or "boundary." Full definitions in [LANGUAGE.md](LANGUAGE.md).

- **Module** — anything with an interface and an implementation (function, class, package, slice).
- **Interface** — everything a caller must know to use the module: types, invariants, error modes, ordering, config. Not just the type signature.
- **Implementation** — the code inside.
- **Depth** — leverage at the interface: a lot of behaviour behind a small interface. **Deep** = high leverage. **Shallow** = interface nearly as complex as the implementation.
- **Seam** — where an interface lives; a place behaviour can be altered without editing in place. (Use this, not "boundary.")
- **Adapter** — a concrete thing satisfying an interface at a seam.
- **Leverage** — what callers get from depth.
- **Locality** — what maintainers get from depth: change, bugs, knowledge concentrated in one place.

Key principles (see [LANGUAGE.md](LANGUAGE.md) for the full list):

- **Deletion test**: imagine deleting the module. If complexity vanishes, it was a pass-through. If complexity reappears across N callers, it was earning its keep.
- **The interface is the test surface.**
- **One adapter = hypothetical seam. Two adapters = real seam.**

This skill is _informed_ by the project's domain model. The domain language gives names to good seams; ADRs record decisions the skill should not re-litigate.

## Process

### 1. Explore

Read the project's domain glossary and any ADRs in the area you're touching first.

Then use the Agent tool with `subagent_type=Explore` to walk the codebase. Don't follow rigid heuristics — explore organically and note where you experience friction:

- Where does understanding one concept require bouncing between many small modules?
- Where are modules **shallow** — interface nearly as complex as the implementation?
- Where have pure functions been extracted just for testability, but the real bugs hide in how they're called (no **locality**)?
- Where do tightly-coupled modules leak across their seams?
- Which parts of the codebase are untested, or hard to test through their current interface?

Apply the **deletion test** to anything you suspect is shallow: would deleting it concentrate complexity, or just move it? A "yes, concentrates" is the signal you want.

### 2. Present candidates

Present a numbered list of deepening opportunities. For each candidate:

- **Files** — which files/modules are involved
- **Problem** — why the current architecture is causing friction
- **Solution** — plain English description of what would change
- **Benefits** — explained in terms of locality and leverage, and also in how tests would improve

**Use CONTEXT.md vocabulary for the domain, and [LANGUAGE.md](LANGUAGE.md) vocabulary for the architecture.** If `CONTEXT.md` defines "Order," talk about "the Order intake module" — not "the FooBarHandler," and not "the Order service."

**ADR conflicts**: if a candidate contradicts an existing ADR, only surface it when the friction is real enough to warrant revisiting the ADR. Mark it clearly (e.g. _"contradicts ADR-0007 — but worth reopening because…"_). Don't list every theoretical refactor an ADR forbids.

Do NOT propose interfaces yet. Ask the user: "Which of these would you like to explore?"

### 3. Grilling loop

Once the user picks a candidate, drop into a grilling conversation. Walk the design tree with them — constraints, dependencies, the shape of the deepened module, what sits behind the seam, what tests survive.

Side effects happen inline as decisions crystallize:

- **Naming a deepened module after a concept not in `CONTEXT.md`?** Add the term to `CONTEXT.md` — same discipline as `/grill-with-docs` (see [CONTEXT-FORMAT.md](../grill-with-docs/CONTEXT-FORMAT.md)). Create the file lazily if it doesn't exist.
- **Sharpening a fuzzy term during the conversation?** Update `CONTEXT.md` right there.
- **User rejects the candidate with a load-bearing reason?** Offer an ADR, framed as: _"Want me to record this as an ADR so future architecture reviews don't re-suggest it?"_ Only offer when the reason would actually be needed by a future explorer to avoid re-suggesting the same thing — skip ephemeral reasons ("not worth it right now") and self-evident ones. See [ADR-FORMAT.md](../grill-with-docs/ADR-FORMAT.md).
- **Want to explore alternative interfaces for the deepened module?** See [INTERFACE-DESIGN.md](INTERFACE-DESIGN.md).

REQUIRED CONTEXT

  • CONTEXT.md domain language
  • docs/adr/ decisions
  • LANGUAGE.md glossary
  • codebase source

TOOLS REQUIRED

  • agent

ROLES & RULES

  1. Use these terms exactly in every suggestion.
  2. Don't drift into component, service, API, or boundary.
  3. Read the project's domain glossary and any ADRs first.
  4. Use the Agent tool with subagent_type=Explore.
  5. Apply the deletion test to anything suspected shallow.
  6. Use CONTEXT.md vocabulary for the domain and LANGUAGE.md vocabulary for architecture.
  7. Mark ADR conflicts clearly only when friction warrants revisiting.
  8. Do NOT propose interfaces yet.
  9. Ask the user which candidate to explore.
  10. Add new terms to CONTEXT.md when naming deepened modules.
  11. Update CONTEXT.md when sharpening fuzzy terms.
  12. Offer an ADR only for load-bearing rejection reasons.

EXPECTED OUTPUT

Format
structured_report
Schema
markdown_sections · Files, Problem, Solution, Benefits
Constraints
  • use glossary terms exactly
  • present numbered list of candidates with Files/Problem/Solution/Benefits
  • use CONTEXT.md and LANGUAGE.md vocabulary
  • do not propose interfaces; ask which candidate to explore

SUCCESS CRITERIA

  • Surface architectural friction
  • Propose deepening opportunities
  • Use glossary terms exactly
  • Explain benefits in locality and leverage
  • Improve testability and AI-navigability

FAILURE MODES

  • Drift into forbidden vocabulary
  • Propose interfaces before user selects candidate
  • List ADR conflicts without real friction
  • Ignore deletion test

CAVEATS

Dependencies
  • Requires CONTEXT.md
  • Requires docs/adr/
  • Requires LANGUAGE.md
  • Requires Agent tool with Explore subagent
Missing context
  • How the Agent tool is invoked and what it returns
  • Whether CONTEXT.md and LANGUAGE.md must already exist or are created on demand
Ambiguities
  • References external files (LANGUAGE.md, CONTEXT.md, ADR-FORMAT.md) without specifying how they are provided or located.
  • Agent tool usage described only at high level ('use the Agent tool with subagent_type=Explore') without input/output contract.

QUALITY

OVERALL
0.79
CLARITY
0.78
SPECIFICITY
0.85
REUSABILITY
0.72
COMPLETENESS
0.80

IMPROVEMENT SUGGESTIONS

  • Add explicit placeholders such as {{CONTEXT_MD_PATH}} and {{LANGUAGE_MD_PATH}} so the prompt can be reused without editing.
  • Specify the exact tool call format and expected return schema for the Explore subagent.

USAGE

Copy the prompt above and paste it into your AI of choice — Claude, ChatGPT, Gemini, or anywhere else you're working. Replace any placeholder sections with your own context, then ask for the output.

MORE FOR AGENT