how
Explain how a subsystem works, its runtime flow, and where code should live.
Skill by bitgineer
Chalk Labs
Need help deploying how?
Chalk Labs sets up agents like this inside real teams: connected to your tools, tested on your data, with a human in the loop where it matters.
Install
Works with Claude Code, Claude apps, Codex, Cursor, Gemini CLI, GitHub Copilot, VS Code, OpenCode, Goose, Windsurf. Read the repository before you give any tool access to your data.
npx agentmarket install skill/bitgineer-how
Asks which of your tools to add it to (Claude Code, Codex, Cursor, VS Code, Windsurf, Gemini CLI, Claude Desktop) and shows the change first. See https://agentmart.dev/cli.
Get the weekly diff
The weekly diff: one email a week with new agent tools, notable updates and grade changes, plus security alerts for tools you follow. Double opt-in, one-click unsubscribe.
About
Reviews
Write a reviewNo reviews yet. Installed it? Reviews come from verified installers only. How reviews work
Permissions
What this skill can do and what it asks for, from its SKILL.md. Checked Oct 25, 2026.
- Tools
- No tools found
- Secrets
- None asked for
- Install scripts
- None found
Network hosts it talks to 1
codeload.github.com· found in install command
Files it touches
~/.claude/skills/how
What's inside
- Skill name
how- Description
- Explain how a subsystem works, its runtime flow, and where code should live. Use for how does X work, code walkthroughs, or placement and ownership questions.
- License
- MIT
- Instructions
- 32 lines in SKILL.md · view on GitHub
Agent Skills spec issues
- files: referenced but missing: references/roles.md
Files (3)
- SKILL.md
- explainer-prompt.md · references/
- explorer-prompt.md · references/
SKILL.md (first lines)
# 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. Every spawn is a subagent. Explorers are the `how explorer` role, `agent: "pstack/how-explorer"`, one read-only seat. Every explainer is the `how explainer` role, `agent: "pstack/how-explainer"`, one seat. Both come from `references/roles.md` in the `setup-pstack` skill. Do not pass a model. Each role agent carries its own; the operator sets them with `/pstack/setup-pstack`. ## 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 bitgineer/opencode-pstack, MIT.
More from bitgineer/opencode-pstack
- 0.589score
poteto-help
bitgineer
Guides users through pstack setup, /pstack/poteto-mode, and picking the skill, playbook, or principle for a task.
SkillAFreshness: A★ 1Claude Code +9 - 0.589score
create-verification-skill
bitgineer
Generate a project skill that drives the app the way a user does to verify UI, CLI, or service behavior.
SkillAFreshness: A★ 1Claude Code +9 - 0.587score
benchmark-checklist
bitgineer
Vet a perf measurement for limiter, tuning, repeatability, and relevance before reporting it.
SkillAFreshness: A★ 1Claude Code +9 - 0.585score
interrogate
bitgineer
Run multiple LLM reviewers that challenge a change from independent angles.
SkillAFreshness: A★ 1Claude Code +9 - 0.585score
architect
bitgineer
Sketch types, signatures, and module shape before code, then stay in the loop as implementation fills in.
SkillAFreshness: A★ 1Claude Code +9 - 0.584score
figure-it-out
bitgineer
Design an auditable playbook when no narrower one fits, scaling rigor to a large migration or multi-part change.
SkillAFreshness: A★ 1Claude Code +9 - 0.584score
automate-me
bitgineer
Turn the user's preferences or working style into a personal -mode skill, drafted or revised from recent sessions.
SkillAFreshness: A★ 1Claude Code +9 - 0.584score
create-formal-verification-skill
bitgineer
Generate a project skill that formally verifies concurrency, retries, state machines, parsers, or unsafe code.
SkillAFreshness: A★ 1Claude Code +9 - 0.584score
maintain-formal-verification-skill
bitgineer
Realign a project's formal verification with the code after merges or refactors, then rerun it.
SkillAFreshness: A★ 1Claude Code +9 - 0.584score
maintain-verification-skill
bitgineer
Keep a project's verification skill and feature map honest with parallel readers, one live session, and at most one PR of fixes.
SkillAFreshness: A★ 1Claude Code +9 - 0.562score
make-bot-ui
bitgineer
Use when building a custom UI page or dashboard that wakes a bot through a local command or HTTP endpoint, or when exposing it on Tailscale.
SkillAFreshness: A★ 1Claude Code +9 - 0.560score
poteto-mode
bitgineer
poteto's agent style for concise, detailed responses, deliberate subagents, unslopped prose, simple code, and verified work.
SkillAFreshness: A★ 1Claude Code +9
Signals
- Stars
- 1
- Forks
- 0
- Open issues
- 0
- Last commit (this folder)
- Oct 21, 2026 (10 days ago)
From GitHub (fetched Oct 24, 2026).
Details
- License
- MIT
- Repository
- github.com/bitgineer/opencode-pstack
- First seen
- Oct 24, 2026
- Last checked
- Oct 24, 2026
- Source
- GitHubgithub-graphql
More from bitgineer
- 0.589score
poteto-help
bitgineer
Guides users through pstack setup, /pstack/poteto-mode, and picking the skill, playbook, or principle for a task.
SkillAFreshness: A★ 1Claude Code +9 - 0.589score
create-verification-skill
bitgineer
Generate a project skill that drives the app the way a user does to verify UI, CLI, or service behavior.
SkillAFreshness: A★ 1Claude Code +9 - 0.587score
benchmark-checklist
bitgineer
Vet a perf measurement for limiter, tuning, repeatability, and relevance before reporting it.
SkillAFreshness: A★ 1Claude Code +9 - 0.585score
interrogate
bitgineer
Run multiple LLM reviewers that challenge a change from independent angles.
SkillAFreshness: A★ 1Claude Code +9 - 0.585score
architect
bitgineer
Sketch types, signatures, and module shape before code, then stay in the loop as implementation fills in.
SkillAFreshness: A★ 1Claude Code +9 - 0.584score
create-formal-verification-skill
bitgineer
Generate a project skill that formally verifies concurrency, retries, state machines, parsers, or unsafe code.
SkillAFreshness: A★ 1Claude Code +9
Done for you
Rather not set it up yourself?
Chalk Labs scopes, builds and runs agents for your team: the task audit, the eval harness, the integrations and the weekly ops report. Fixed scope, priced before we start.
See how we build AI agents →Read the case studies
Chalk Labs is a two-founder AI and growth studio. We build AI agents, CRMs and MVPs for Web3 and AI companies, and have shipped 50+ product and token launches.
- launches shipped
- 50+
- launches shipped
- media placements
- 500+
- media placements
- founders on every account
- 2
- founders on every account
Press we've placed: Forbes · CoinDesk · Decrypt · Cointelegraph · The Block
Rahil Jain, Co-founder, Chalk Labs. Ex-Goldman Sachs engineer. You talk to the person who builds it.
Get how running in your business
Tell us what you want to automate. A founder replies within one working day with a plan, not a pitch deck.
Cite this page
how skill. Agent Mart. https://agentmart.dev/skills/bitgineer-how (last updated 2026-10-24)