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docs(skill): clarify that no provider API key is read for semantic extraction

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Several host agents (Claude Code in particular) misread the current
phrasing and prompt the user for `ANTHROPIC_API_KEY` when no Gemini
key is set, instead of falling through to subagent dispatch. The
Gemini tip stays as-is; this just adds an explicit one-line callout
that no other provider keys are consulted, with `ANTHROPIC_API_KEY`
called out by name since that is the specific misread we hit in the
wild.

No behavior change — pure documentation.
This commit is contained in:
Justin Stottlemyer
2026-05-13 23:29:02 -07:00
parent 77bb10c682
commit a08f0de53b
1 changed files with 2 additions and 0 deletions
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graphify/skill.md
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@@ -207,6 +207,8 @@ This step has two parts: **structural extraction** (deterministic, free) and **s
Print it once, then continue. If `GEMINI_API_KEY` or `GOOGLE_API_KEY` IS set, use `graphify.llm.extract_corpus_parallel(files, backend="gemini")` for semantic extraction instead of dispatching Claude subagents. The default Gemini model is `gemini-3-flash-preview`; set `GRAPHIFY_GEMINI_MODEL` or pass `--model` in headless CLI flows to override it.
> **No other API keys are read.** If `GEMINI_API_KEY`/`GOOGLE_API_KEY` are unset, fall straight through to Claude Code subagent dispatch (Part B below) — the host session itself is the LLM. graphify does **not** read `ANTHROPIC_API_KEY`, `OPENAI_API_KEY`, or any other provider key from the environment. If a host agent prompts the user for `ANTHROPIC_API_KEY` to run extraction, that prompt is a misread of this skill — ignore it and dispatch subagents as written.
**Run Part A (AST) and Part B (semantic) in parallel. Dispatch all semantic subagents AND start AST extraction in the same message. Both can run simultaneously since they operate on different file types. Merge results in Part C as before.**
Note: Parallelizing AST + semantic saves 5-15s on large corpora. AST is deterministic and fast; start it while subagents are processing docs/papers.