code-overview

SkillDev tools

Produces a human-readable, progressive-disclosure overview of unfamiliar code or a pull request's changes — why it exists (the real problem it solves or goal it serves for the business or a user), and from there what it does, how it flows, and where to start — so you can get up to speed before working on or reviewing it. Use when you want to understand, get oriented in, make sense of, explain, or get up to speed on a chunk of code, a file, a directory, a symbol, or a PR's changes. Writes the overview to a scratch file and changes no code. Does not review code quality or raise findings — use code-review for auditing changes or post-code-review-to-pr for posting them. Does not produce durable feature or system documentation — use project-documentation. Does not assess architecture or structural risk — use architectural-analysis. Does not diagnose bugs or root-cause failures — use investigate. Does not pace a person through the code one step at a time in conversation — use code-walkthrough.

Available today. Use it from your connected AI after setup.

Connect ahel once, and every AI you use reads what you have installed.

Then ask your AI: use the code-overview skill

What this skill tells your AI

The instructions your AI receives, as published by testdouble/han in han-coding/skills/code-overview/SKILL.md and read by ahel’s review.

Project Context

  • git installed: !which git 2>/dev/null || echo "not installed"
  • gh installed: !which gh 2>/dev/null || echo "not installed"
  • CLAUDE.md: !find . -maxdepth 1 -name "CLAUDE.md" -type f
  • project-discovery.md: !find . -maxdepth 3 -name "project-discovery.md" -type f
  • personal config directory: !bash "${CLAUDE_PLUGIN_ROOT}/scripts/han-config-dir.sh" 2>/dev/null || echo "$HOME/.claude"
  • project .han/config.md: !cat .han/config.md 2>/dev/null || echo ""

As your first action, use the Read tool on .han/config.md inside the personal config directory path above. A read that returns no file is no personal configuration: continue silently. When that file or the project .han/config.md probe supplies content, apply it per config-rule.md, which governs precedence between the two files, relative-path resolution, and what to do with a file that reads but cannot be used.

Operating Principles

Read these before doing anything. They constrain every step below.

  • "Why" is the organizing question. The overview exists to answer one question first: why does this code exist? — and the answer is the real problem it solves or the goal it accomplishes for the business or a user, never the technical mechanics. Why it exists, why it works the way it does, why it is the current solution to a real need: that is the spine of the whole document. Everything else the overview carries — what it does, how it flows, where it connects, where to start — flows out of the why and exists to give the reader the context to understand it. "What", "how", "where", and "when" are not dropped or diminished; they are framed by and subordinated to the "why" they serve. BECAUSE a reader who knows what code does but not why it exists cannot make sound decisions about it — the why is the load-bearing understanding, and the rest is scaffolding around it. State the why as a solution to a need, and never invent a business rationale the evidence does not support; when the why can only be inferred, mark it as inferred.
  • The skill orchestrates and synthesizes; the agents discover, validate, then refine. The skill resolves the target, classifies size, dispatches exploration, and writes the overview. han-core:codebase-explorer agents gather the surrounding code and context the synthesis draws on — they do not write the overview. After the draft is written, han-core:adversarial-validator re-reads the code to challenge the draft's claims for accuracy, and han-communication:readability-editor rewrites the corrected draft against the shared readability standard, preserving every fact; the skill applies the validator's corrections and the editor's rewrite. The skill itself produces the grouping, the charts, the orientation, and the final rewrite.
  • The overview applies the shared readability standard. As it writes and refines the overview, the skill sources the standard by invoking han-communication:readability-guidance (Step 5) and applies it, holding the default audience frame: a capable reader who did not do this work and lacks the author's context. The standard governs how the overview reads (main point first, descriptive headings, one idea per paragraph, progressive disclosure), never whether a required fact about the code appears. Its dedicated han-communication:readability-editor pass (Step 7) replaces the older information-architect / junior-developer readability review; the accuracy validator is a separate pass and stays.
  • Diagram legibility is this skill's job, not the editor's. The readability rewrite pass is barred from touching diagram bodies, so nothing but this skill checks whether a chart can be read. Apply the template's diagram rule as you draw each chart: boxes name components and boundaries, and fields, types, and technical annotations go into the prose beneath. BECAUSE the exemption is right for accuracy — an editor free to reword a box could silently change what the chart claims about the code — and the reading load it leaves behind has to land on someone.
  • Read-only, always. The skill explains; it never edits the target. It writes only its own scratch overview file. BECAUSE the job is understanding, not modification — this keeps the skill safe to point at unfamiliar code.
  • Accurate to the code, always. Every claim the overview makes — the why it states (grounded in commit and PR/issue intent, comments, and what the code visibly does toward a goal), what the code does, each flow step, each named entry point, each change grouped by intent — must be grounded in the actual code and its intent, never inferred past the evidence or invented. BECAUSE a confidently wrong overview is worse than none: it sends the reader to the wrong file with false confidence and silently corrupts the mental model the skill exists to build. The adversarial validation pass (Step 7) exists to catch this. It is accuracy control on the description, NOT a quality judgment about the code — the two are different lines, and crossing into the second is still forbidden.
  • No quality judgment, ever. The overview raises no findings, severities, or recommended changes — including in the PR-mode "what to watch" section, which is navigational only. BECAUSE reviewing a PR's quality is code-review's job; this skill only helps the reader understand the PR before they review it. Crossing this line collapses the boundary between the two skills. Saying the code does not support a change's stated reason is not a crossing: the claim under test there is the document's own leading claim about the reason, which this skill already owns and already validates, not a judgment about the code's quality.
  • No PR statistics, ever. The overview never states lines changed, files changed, additions/deletions, commit counts, or any other diff-stat figure — not in the intro, not in a section, not anywhere. BECAUSE these numbers go stale the instant the PR is updated and add no understanding; describe what changed and why, never how big the diff is.
  • Every overview cites its context. The overview lists every source it drew on in a Context used section placed directly after the lead why section — linked directly when the source has an address (a repository file path, a PR / issue / commit URL), stated in one plain sentence when it does not (an uncommitted diff, the branch's commit messages, context supplied in conversation). BECAUSE the reader should be able to walk the same evidence the overview was built from, and a fabricated or broken link poisons that trust — never invent a URL or link a path that does not exist.
  • Ephemeral, not documentation. The overview is an understand-now orientation aid, not durable documentation, BECAUSE durable feature and system docs are project-documentation's job. That is why the skill's own default destination sits outside the repository, and why the skill never commits the file. This principle governs the skill's default only, not what a person configures: a configured output directory wins wherever it points, and the run says nothing about it (Step 6).
  • Default to small. Start size classification at small and escalate only when a higher-band signal is clearly present. BECAUSE under-dispatching is recoverable by re-running larger; over-dispatching burns tokens and dilutes the overview.
  • Minimal technical detail, scoped per section. Keep the why, flow, and context sections at the level of why the code exists and what it does — the why is told as a problem solved or goal met, not as technical mechanics. The where-to-start / what-to-watch handoff is the one exception — it must name concrete entry points or it is not actionable.
  • The output template lives at references/overview-template.md. Render that template; do not invent a structure inline.

Produce a Code Overview

Step 1: Resolve the Target and Select the Mode

Bind $size. If the user passed small, medium, large, or dynamic as the first positional argument, bind $size to it. Anything else is part of the target, not a size; bind $size to the literal none provided.

Note tool availability. Read git installed and gh installed from Project Context. If git installed is empty or reads not installed, git is unavailable — see the degraded paths below.

Resolve the target and mode by this fixed precedence, so an ambiguous string never silently selects the wrong mode:

  1. An explicit pull request reference or URL (e.g. #82, https://github.com/owner/repo/pull/82) → PR mode against that pull request. Requires gh; if gh installed is empty or reads not installed, tell the user gh is needed to read a named pull request and offer code mode against a local target instead.
  2. An existing file or directory path (confirm it resolves with Glob or find) → code mode on that path.
  3. A symbol (a function, class, type, or other named code entity) → code mode on that symbol. Resolve it with Grep across the repository.
  4. No target string givenPR mode against the current branch's changes (the local diff). This requires git, not a remote pull request.

Handle the unresolvable and empty cases (state the problem plainly and stop; never guess):

  • A path or symbol that resolves to nothing, or a symbol ambiguous across several definitions → report what could not be resolved and ask the user to disambiguate.
  • No target given and the working tree is clean with no branch changes → ask the user for a code target rather than producing an empty overview.
  • No target given and git is unavailable → tell the user PR mode and the bare-invocation default need git to read changes, and ask for a named code target (code mode still runs without git).

Resolve project context. If CLAUDE.md is present, read its ## Project Discovery section for conventions; fall back to project-discovery.md. These resolve language and framework questions so the explorers infer less. If neither exists, note that surrounding-code inference applies and pass that into the briefs.

Step 2: Classify Size and Announce

Classify the target's size. Default to small; escalate only on a clear signal, and stay at the smaller band when a signal is borderline.

  • Small (default) — a single file, a single symbol, or a small change set (a few files in one subsystem).
  • Medium — a directory or module, or a moderate change set (several files across one or two adjacent subsystems).
  • Large — multiple subsystems, or a large change set (many files across several subsystems).

Apply the size override. If $size is not none provided, use it: a band value is the band and skips the signal-based classification, while dynamic forces the signal-based classification even when the project config sets a default band. If $size is none provided and the project config supplies a band via default-swarm-size (per the config rule in ../../references/config-rule.md), use that band, skip the signal-based classification, and name the config as the source in the announcement below. A conversational override ("give me a large overview") is equivalent.

Announce the chosen mode and size in one line before dispatching any exploration — for example, Code mode, size medium: directory \src/auth/` spanning the session and token subsystems. State tool degradation in the same line when it applies (git unavailable — code mode only`). Proceed without a blocking confirmation; this skill is read-only and re-runnable, so a gate here would gate a reversible operation. Honor any adjustment the user makes.

Step 3: Gather the Input

Code mode. Read the target file, directory, or symbol and enough of its immediate neighbors to know its boundary — what it imports and what imports it.

PR mode. Gather the change set:

  • Current branch's changes (no target given): determine the default branch (git symbolic-ref refs/remotes/origin/HEAD or fall back to main/master), then capture git diff {default-branch}...HEAD for committed work and git diff plus git diff --cached for uncommitted work. Run each diff as its own Bash command so large diffs stream incrementally. Also capture git log {default-branch}..HEAD --pretty=format:%B for the change's intent. When gh is available, also run gh pr view --json title,body,comments (no ref — resolves the PR for the current branch) so the change's stated intent and any screenshots are in scope; if no PR exists for the branch, skip this without failing.
  • A named pull request (explicit reference): run gh pr view {ref} --json title,body,comments for intent and screenshots, and gh pr diff {ref} for the change set. If the pull request cannot be reached (it does not exist, or access is unavailable), say so and offer code mode against a local target instead.

Capture screenshots. When a PR body or a comment contains embedded images — Markdown ![alt](url) or <img src="url">, typically GitHub-hosted (user-attachments, githubusercontent.com) — record each image's URL together with the nearby caption or heading that says what it shows. These let the overview show a visual next to the text that describes it, so the reader does not have to switch back to the PR. If the PR has no images, capture nothing here.

Identify the set of files the change touches; that set scopes the exploration in Step 4.

Start the context ledger. From this step on, record every context source consulted — the files and directories read, the PR reference and its URL, the commit range and log, CLAUDE.md or project-discovery.md, and any material the user supplied in conversation — noting for each whether it has a direct address (a repository file path, a PR / issue / commit URL) or not (an uncommitted diff, the branch's commit messages, conversational context). Step 5 renders this ledger into the overview's Context used section, so an unrecorded source here is a missing citation there.

Step 4: Dispatch Exploration Scaled to Size

Dispatch han-core:codebase-explorer agents to discover the surrounding code and context — the evidence of why the code exists (the problem it solves or goal it serves), plus entry points, directly-related context, uses, and the main process flow — that the synthesis draws on. Scale the count to size, and launch every agent in a single message so they run concurrently:

  • Small — one explorer over the target (or the changed files).
  • Medium — two or three explorers, each over a coherent slice of the target (or the change), so coverage is parallelized rather than serialized.
  • Large — three to five explorers, each scoped to one subsystem or one area of the change.

Each brief must contain: the resolved target (and, in PR mode, the changed-file set and the captured intent from Step 3); the project-context conventions from Step 1, or a note that surrounding-code inference applies; and the instruction to report the evidence of why the code exists — the problem it solves or goal it serves, drawn from commit messages, PR/issue intent, code comments, naming, and tests — alongside entry points, directly-related context, uses, and the main flow, as concrete, file-grounded findings. Instruct each explorer to list the files and sources its findings rest on (paths, commits, PR or issue references) so the skill can fold them into the context ledger from Step 3. Instruct each explorer to report what it found, not to assess quality — this skill raises no findings — and, where the why is not stated anywhere in the evidence, to say so rather than infer one.

When the wave returns, merge each explorer's reported sources into the context ledger, deduplicated.

Wait for the whole wave to return before synthesizing. If the target proves too large to cover fully at the chosen size, the explorers cover the highest-signal areas; carry that into the coverage note in Step 5.

Step 5: Synthesize the Overview

Invoke han-communication:readability-guidance to surface the shared readability standard into your context before you write. Then invoke han-communication:explanation-guidance, which surfaces Han's standard for explaining technical work to a reader who will not implement it: that standard governs the closing restatement this step writes and the closing message Step 8 prints, BECAUSE both go to someone who will not open the code. Both run inline and hand control straight back; continue with this step as soon as they return. Then draft the overview against both. Read references/overview-template.md and render the structure for the resolved mode, drawing on the explorers' findings and the input from Step 3. The skill writes the overview; the explorers' raw findings are not pasted in.

Open the document with a title and a short intro paragraph naming what is being examined — the file, directory, symbol, pull request, or branch, and the part of the system it belongs to. Do NOT emit a Mode:, Generated:, or bare Target: metadata block; that metadata does not help the reader. Never state PR statistics — lines changed, files changed, additions/deletions, or commit counts — anywhere in the document; they go stale the moment the PR changes and add no understanding. Fold anything worth keeping into the intro sentence.

Lead with the why, and let everything else flow from it. The first section after the intro answers why this code (or this change) exists — the real problem it solves or the goal it accomplishes for the business or a user, then why it works the way it does and why it is the current solution to that need. Tell the why as a solution to a need, not as technical mechanics. Then frame every section that follows as serving that why: the flow shows how the code delivers on it, the context shows what it depends on to meet the need, the handoff shows where to start working on it. When the why is not recoverable from the code and its intent (commit messages, PR/issue text, comments, naming, tests), state what the code demonstrably does toward a goal and mark the inferred why as inferred — never invent a business rationale the evidence does not support.

Say when the code does not support the stated reason (PR mode). You already read the code to ground the why. When that reading shows the code already satisfies the stated motivation, or shows the change is not needed for the reason given, say so in the why section itself, in one or two sentences, as a fact about the stated reason. Raise no finding, assign no severity, recommend no change; the rest of the overview proceeds as normal. Three states, and only the first gets the sentence:

  1. You checked and the code contradicts the stated reason. Say so.
  2. You checked and the code supports it. Say nothing extra.
  3. The code says nothing either way. That is the inferred-why case above: mark the reason as inferred and claim no discrepancy.

NEVER report a contradiction you did not check and find, BECAUSE that is a stronger claim than the evidence carries and the honest weaker claim already has a home in state 3. This is the highest-value sentence a change overview can carry, and it is also the easiest one to get wrong by reaching.

Code mode renders, in order: the title and intro paragraph; a coverage note only if coverage was partial; Why it exists (the problem the code solves or goal it serves, then briefly what it is and why it works the way it does — all flowing from the why); Context used (the context ledger, rendered per the rules below); Main flow (a Mermaid chart with a one-line scope label, read as how the code delivers on the why); Context and uses (context and uses kept distinguishable, framed as what it depends on to meet the need and where that need is served from); Where to start (the entry points numbered in the order a reader opens them, each with one line on what the reader learns there, and one runnable example call on any entry point that is an interface other code calls); What this code does, in plain language (the closing restatement).

PR mode renders, in order: the same title and intro paragraph; the same conditional coverage note; Why this change exists (the problem the change solves or goal it advances, then briefly the bottom line of what it does, plus the unsupported-reason sentence when it applies — see below); Context used (the context ledger, rendered per the rules below); Changes by intent (grouped by the reader-visible outcome each group delivers — the why each group serves — not by file, layer, or author motivation; a single logical change is one narrative with no grouping header); How the change flows (a Mermaid chart with a scope label, placed after the grouped changes BECAUSE the reviewer must know what changed before that chart is meaningful); What to watch when reviewing (navigational only — where the change is hardest to follow and why; never a quality or risk judgment); What this change does, in plain language (the closing restatement).

Render the Context used section from the context ledger built in Steps 3 and 4, directly after the lead why section in both modes. One line per source, each with a short note on what it contributed. Link every source that has a direct address: a repository file or directory as a Markdown link whose target is its absolute path (the overview file may sit outside the repository, so a relative path would not resolve); a pull request, issue, or commit as its URL (in PR mode with a remote, prefer the remote's file URLs at the PR's head so the links work for a reader outside this machine). A source with no address — the uncommitted diff, the branch's commit messages, context the user supplied in conversation — gets one plain sentence stating what the context was. Never fabricate a URL or link a path that does not exist; deduplicate the list and keep it a reference list, not prose.

Place any captured screenshots inline next to the text they illustrate — embedded as ![caption](url) directly under the Changes-by-intent item or the flow step they depict, BECAUSE a visual next to its description spares the reader a trip back to the PR. Keep the image URL exactly as captured. Omit screenshots entirely when the PR had none; never invent or placeholder an image.

Close with a restatement a person can paste. Both modes end with three or four plain sentences a reader who did not do this work could read aloud, carrying no file paths, no type names, and no symbol names. Write them under the explanation standard sourced above. These sentences are the canonical text: Step 8's message repeats them rather than composing its own version, BECAUSE the reader's next move after an overview is reliably to paste a plain summary into a pull request description or a message to a reviewer, and two texts saying the same thing in different words teach them to distrust the shorter one.

Apply the per-section detail rule from the template: minimal technical detail in the why, flow, and context sections — the why told as a problem solved or goal met, not technical mechanics; concrete named entry points in the handoff section. Give every chart a scope label, and apply the template's diagram rule to every chart you draw: each box names a component or a boundary, and the fields, types, and annotations go into the prose beneath the chart. When coverage is partial, place the coverage note immediately after the intro paragraph so the reader calibrates before investing in the charts.

Step 6: Resolve the Destination and Write the File

Shortened here. Read the whole file on GitHub.

Signals

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Sep 2026
Advanced
Catalog kind
skill
Gateway key
code-overview
Source
github.com/testdouble/han