how

Files (4)

• SKILL.md
• openai.yaml · agents/
• explainer-prompt.md · references/
• explorer-prompt.md · references/

SKILL.md (first lines)

## Host integration

Read [the Hapstack runtime contract](../hap-mode/references/runtime.md) once per task before model selection, delegation, external actions, or scheduling. Its host mappings and authorization rules govern the host-specific steps below.


# How

Explore the codebase to answer "how does X work?" questions. Produce architectural explanations at the level of a senior engineer onboarding onto a subsystem, enough to build a working mental model, not so much that it reads like annotated source code.

Use the host delegation API for explorers and explainers, with read-only briefs. Resolve `how explorer` and `how explainer` through Hapstack configuration; both default to the current model. Follow runtime permission and capability limits.

## 1. Assess complexity

If the scope is ambiguous, state your interpretation and explore. The user can redirect.

- **Simple** (a single module, a small utility, a narrow question such as "how does function X work"): no explorers. Spawn one explainer that explores and explains in one pass, built from `references/explainer-prompt.md` without the explorer-findings section. Go to step 4.
- **Complex** (a subsystem spanning multiple files or services, a cross-cutting feature, a full architectural overview): go to step 2.

When in doubt, take the simple path.

## 2. Explore (complex only)

Decompose the question into 2 to 4 angles, each a distinct slice of the subsystem. Spawn all explorers in a single message, each with `references/explorer-prompt.md` and its angle filled in.

## 3. Synthesize (complex only)

Once all explorers have returned, spawn one explainer with `references/explainer-prompt.md` and every explorer's findings filled in.

## 4. Present

Present the explainer's output. Light edits for clarity or context from the conversation are fine. Do not substantially rewrite it.

## Output format

The explanation uses the sections defined in `references/explainer-prompt.md`, dropping any that do not apply: Overview, Key Concepts, How It Works, Where Things Live, Gotchas.

From hapwi/hapstack, MIT.

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