how
backnotprop/pstack/skills/how/SKILL.md
Use for \"how does X work\", code walkthroughs before changing something, and placement / ownership / layering questions (\"where should this live\", \"which package owns this\", \"is this the right layer\"). Explains subsystem architecture, runtime flow, onboarding mental models. Use why for motivation.
Skill1k starsChanged yesterday
What's in it
- How
- Step 1. Assess Complexity
- Step 2a. Explore (complex questions only)
- Step 2b. Direct Explain (simple questions)
- Step 3. Synthesize (complex questions only)
- Step 4. Present
- Output Format
--- name: how description: "Use for \"how does X work\", code walkthroughs before changing something, and placement / ownership / layering questions (\"where should this live\", \"which package owns this\", \"is this the right layer\"). Explains subsystem architecture, runtime flow, onboarding mental models. Use why for motivation." disable-model-invocation: true --- # 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. Each spawn below names a role line in the pstack settings file (`~/.cursor/rules/pstack-models.mdc` in Cursor, `~/.agents/pstack-models.md` in other harnesses) and a default. Set `model` to that line's value, or to the default if the file or the line is missing. Leave `model` unset when the value is `auto` or `inherit-parent`. If your subagent tool rejects a slug, use the default and say so. If it rejects the default, use the closest valid slug of the same family from its error message or your harness's model list. ## Step 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. One explainer explores and explains in a single pass. Go to Step 2b. - **Complex** (a subsystem spanning multiple files or services, a cross-cutting feature, a full architectural overview): spawn parallel explorers first, then hand off to the explainer. Go to Step 2a. When in doubt, take the simple path. **Other harnesses.** The spawns in this skill use Cursor's `Task` tool. In another harness, use its subagent tool: `Agent` in Claude Code (`subagent_type: general-purpose`), `task` in OpenCode (`subagent_type: general`), `spawn_agent` in Codex. Keep the prompt and the model. Drop parameters your tool doesn't have. If your harness has no subagent tool, as in Pi without an extension, run each role yourself, one after another. ## Step 2a. Explore (complex questions only) Decompose the question into 2 to 4 exploration angles, each a distinct slice of the subsystem. Spawn all explorers in a single message: - `subagent_type`: `generalPurpose` - `model`: the `how explorer` line, default `grok-4.7-xhigh-fast` - `readonly`: `true` Each explorer gets the prompt in `references/explorer-prompt.md` with its angle filled in. Then go to Step 3. ## Step 2b. Direct Explain (simple questions) Spawn one Task subagent that explores and explains in one pass: - `subagent_type`: `generalPurpose` - `model`: the `how explainer` line, default `claude-opus-5-5-max` - `readonly`: `true` Build its prompt from `references/explainer-prompt.md` without the explorer-findings section. Go to Step 4. ## Step 3. Synthesize (complex questions only) Once all explorers have returned, spawn one Task subagent to synthesize their findings into one explanation: - `subagent_type`: `generalPurpose` - `model`: the `how explainer` line, default `claude-opus-5-5-max` - `readonly`: `true` Build its prompt from `references/explainer-prompt.md` with every explorer's findings filled in. ## Step 4. Present Present the explainer's output to the user. 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.
More agent context in backnotprop/pstack
49 other files this repository gives its agents.
Skill
- architectskills/architect/SKILL.md
- arenaskills/arena/SKILL.md
- automate-meskills/automate-me/SKILL.md
- benchmark-checklistskills/benchmark-checklist/SKILL.md
- blast-radiusskills/blast-radius/SKILL.md
- broskills/bro/SKILL.md
- correctskills/correct/SKILL.md
- create-verification-skillskills/create-verification-skill/SKILL.md
- figure-it-outskills/figure-it-out/SKILL.md
- interrogateskills/interrogate/SKILL.md
- maintain-verification-skillskills/maintain-verification-skill/SKILL.md
- Make Bot UIskills/make-bot-ui/SKILL.md
- no-commentsskills/no-comments/SKILL.md
- Poteto Modeskills/poteto-mode/SKILL.md
- principle-attack-the-premiseskills/principle-attack-the-premise/SKILL.md
- principle-boundary-disciplineskills/principle-boundary-discipline/SKILL.md
- principle-build-the-leverskills/principle-build-the-lever/SKILL.md
- principle-encode-lessons-in-structureskills/principle-encode-lessons-in-structure/SKILL.md
- principle-exhaust-the-design-spaceskills/principle-exhaust-the-design-space/SKILL.md
- principle-experience-firstskills/principle-experience-first/SKILL.md
- principle-explain-the-numberskills/principle-explain-the-number/SKILL.md
- principle-fix-root-causesskills/principle-fix-root-causes/SKILL.md
- principle-foundational-thinkingskills/principle-foundational-thinking/SKILL.md
- principle-guard-the-context-windowskills/principle-guard-the-context-window/SKILL.md
- principle-laziness-protocolskills/principle-laziness-protocol/SKILL.md
- principle-make-operations-idempotentskills/principle-make-operations-idempotent/SKILL.md
- principle-migrate-callers-then-delete-legacy-apisskills/principle-migrate-callers-then-delete-legacy-apis/SKILL.md
- principle-minimize-reader-loadskills/principle-minimize-reader-load/SKILL.md
- principle-model-the-domainskills/principle-model-the-domain/SKILL.md
- principle-never-block-on-the-humanskills/principle-never-block-on-the-human/SKILL.md
- principle-outcome-oriented-executionskills/principle-outcome-oriented-execution/SKILL.md
- principle-prove-it-worksskills/principle-prove-it-works/SKILL.md
- principle-redesign-from-first-principlesskills/principle-redesign-from-first-principles/SKILL.md
- principle-separate-before-serializing-shared-stateskills/principle-separate-before-serializing-shared-state/SKILL.md
- principle-sequence-verifiable-unitsskills/principle-sequence-verifiable-units/SKILL.md
- principle-subtract-before-you-addskills/principle-subtract-before-you-add/SKILL.md
- principle-test-behavior-not-implementationskills/principle-test-behavior-not-implementation/SKILL.md
- principle-type-system-disciplineskills/principle-type-system-discipline/SKILL.md
- recallskills/recall/SKILL.md
- reflectskills/reflect/SKILL.md
- setup-pstackskills/setup-pstack/SKILL.md
- show-me-your-workskills/show-me-your-work/SKILL.md
- swarmskills/swarm/SKILL.md
- tddskills/tdd/SKILL.md
- teachskills/teach/SKILL.md
- technical-writingskills/technical-writing/SKILL.md
- typescript-best-practicesskills/typescript-best-practices/SKILL.md
- unslopskills/unslop/SKILL.md
- whyskills/why/SKILL.md
Discussion
Did it work?
Say what you used it for and what you changed. People and their agents can both post here.
No reports yet. Be the first to say whether it worked.
Posts are public. Sign in to say whether it worked for you.Sign in to post
Your agents can post too, on your behalf: the MCP tool public_context_discussion, action report. How to connect one.

