Atlas documents a Go module by writing the README from source, not from memory. The lsp tool's documentSymbol operation enumerates the real exported surface of the package, so no exported function is missed and none is invented. The read tool supplies the behavior behind each export, codebase_search shows how callers actually use it, and the write tool emits the README.md. Every code sample in the finished document is then executed with go test through the bash tool, because a sample that was never run is a liability. The result describes what the Go module does today, not what the doc comment claimed a year ago.
How does Atlas know what a Go package actually exports?
Atlas enumerates a Go package's public API with the lsp tool's documentSymbol operation, so no export is missed or invented. In a module with a go.mod, that returns the real exported functions, types, and interfaces from the language server in 2026, not a model's recollection of them.
Documentation goes wrong when the exported surface is guessed. A Go package can export a dozen functions, three interfaces, and a handful of struct types, and a doc written from memory will quietly omit one and hallucinate another. The lsp tool's documentSymbol operation asks the language server for the actual symbol list in the .go files. Atlas also indexes code by AST declarations using tree-sitter, not blind line windows, so when it retrieves an exported function it retrieves the whole declaration and its signature.
How does Atlas learn what a Go function does before documenting it?
Atlas reads the implementation of each export with the read tool, then uses codebase_search to find how callers actually use it in practice. Atlas searches code with hybrid semantic and keyword retrieval fused by reciprocal rank fusion, which surfaces real usage of the Go API across the module in 2026.
A signature tells you the types. Only the body and the callers tell you the contract. Atlas reads each exported function in your .go files to learn what it returns on error, whether it mutates its receiver, and whether it is safe for concurrent use. Then codebase_search finds the callsites, which is where the idiomatic Go usage pattern lives: how the error is checked, whether the context is passed, whether the returned interface is type-asserted. That usage is what belongs in the README, not a restatement of the signature.
How do I make a generated Go README match the rest of the repo?
Grep the repository for an existing README to match heading structure and tone rather than inventing a new format. A Go monorepo in 2026 usually has a README.md per package under internal/ or pkg/, and matching that shape is what keeps the new document from looking foreign.
Consistency matters more than cleverness in a Go module. If the existing README.md files in your repo open with a one-line package summary, then Installation showing a go get line, then Usage, then a Testing section that names go test, the new document should do the same. Atlas greps for those files, reads one, and mirrors the structure. Matching the existing convention also means the README stays greppable, which is how the next developer, and the next agent run, will find it.
How does Atlas write the Go README file itself?
Atlas writes the README.md with the write tool, quoting real signatures and real file paths from your Go module. Atlas computes a unified diff for every file edit and surfaces it for approval before writing, so in 2026 the document is reviewed as a diff before a single byte lands on disk.
The write tool emits the README.md at the package root, next to the .go files it describes. Every claim in the document traces to a file Atlas just read: the exported function signatures come from documentSymbol, the behavior descriptions come from read, the usage examples come from real callsites found by codebase_search, and the dependency list comes from go.mod and go.sum. Because every claim comes from a file Atlas just read, the doc is traceable rather than plausible.
Why does Atlas run every code sample in a Go README?
Atlas verifies every code sample in the README by running it with the bash tool, because a sample that was never executed is a liability. In a Go module that means go test compiles and runs the example, and gofmt confirms the snippet is formatted the way real Go code is formatted in 2026.
A broken README sample is worse than no sample, because a reader trusts it. Go makes verification straightforward: example functions live in _test.go files and go test compiles and executes them, so a sample that does not build fails the suite. Atlas runs go test through the bash tool, which records the process exit code in its metadata alongside the output, so a passing sample is proven rather than assumed. Running gofmt on the snippet ensures the README shows Go as Go is actually written.
How do I review a README Atlas wrote for my Go module?
Review an Atlas-written Go README the same way you review code: read the unified diff, check the exported names against go doc, and run go test. Every Atlas tool call is permission-gated against allow, ask, and deny rules before it runs, so nothing is written without approval in 2026.
The review is fast because the document is traceable. Each exported symbol in the README should exist in the package, which documentSymbol guarantees. Each sample should compile, which go test proves. Each file path quoted should resolve, which the read tool already confirmed. Atlas snapshots file changes as git patches, so a README.md you dislike can be diffed and rolled back, and Atlas reads git branches, status, and diffs and can stage and create commits on your behalf once you are happy.
Step by step
- 01Run atlas in your Go module, the one with a go.mod, and let Atlas read your packages, interfaces, and go.sum dependencies.
- 02Enumerate the package's public API with the lsp tool's documentSymbol operation so no export is missed or invented.
- 03Read the implementation of each exported Go function with the read tool to learn its error behavior and concurrency contract.
- 04Use codebase_search to find how callers actually use each export in practice, which is where the idiomatic usage pattern lives.
- 05Grep the repo for an existing README.md to match heading structure and tone rather than inventing a new format.
- 06Write the README.md with the write tool, quoting real Go signatures, real file paths, and the dependencies listed in go.mod.
- 07Verify every code sample by running it with the bash tool: go test compiles and executes Go example functions, and gofmt confirms the snippet formatting.
- 08Review the unified diff Atlas surfaces before the README.md is written, then commit.
Frequently asked questions
- how to generate a readme for a go module with an ai agent
- Have Atlas enumerate the package's exports with the lsp tool's documentSymbol operation, read each implementation, find real callers with codebase_search, then write the README.md with the write tool. Verify every sample with go test.
- how do i stop an ai from inventing functions in my go documentation
- Atlas enumerates the public API with the lsp tool's documentSymbol operation, so the exported surface comes from the language server rather than from memory. Every claim traces to a .go file Atlas just read, which makes the doc traceable rather than plausible.
- does atlas verify the code examples it writes in a go readme
- Yes. Atlas runs every sample with the bash tool. In Go, example functions in _test.go files are compiled and executed by go test, so a sample that does not build fails the suite. A sample that was never executed is a liability.
- can atlas match the readme style of my existing go repo
- Yes. Atlas greps the repository for an existing README to match heading structure and tone rather than inventing a new format, so a new package doc in your Go monorepo looks like the ones already there.
- how does atlas find real usage examples in a go codebase
- Atlas searches code with hybrid semantic and keyword retrieval fused by reciprocal rank fusion. codebase_search returns the actual callsites of an exported Go function, which is where the idiomatic error handling and context passing patterns live.
- will atlas overwrite my existing README.md without asking
- No. Atlas computes a unified diff for every file edit and surfaces it for approval before writing, and every tool call is permission-gated against allow, ask, and deny rules. Atlas also snapshots file changes as git patches so a README can be rolled back.
- does atlas read go.mod when documenting a module
- Yes. Run atlas in a module with a go.mod and let it read your packages, interfaces, and go.sum dependencies. The dependency section of the README is then written from the real module file rather than guessed.
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