scripts/librarian_promote.py is the first Stage 2 piece: a
vendor-agnostic LLM dispatcher that drafts a docs/research/ note
from a given docs/archive/ entry. It assembles the prompt by
stitching scripts/librarian-prompt.md (system) onto the archive
body with a "draft a research note per the rules above" task
instruction, then shells out to the CLI selected by LIBRARIAN_LLM
({claude|codex|gemini}; default claude). The LLM's stdout is
captured to runs/tmp/librarian-promote-<timestamp>-draft.md for
human review — the script never writes into docs/research/ itself.
Refusal cases:
- path not under docs/archive/
- target docs/research/<stem>.md already exists (after stripping any
-YYYY-MM-DD suffix)
- archive missing
If the LLM judges the archive non-promotable, it is instructed to
return a single SKIP: <reason> line instead of fabricating a draft.
--show-prompt prints the assembled prompt without invoking the LLM,
useful for inspecting what would be sent.
Plan updated: Stage 2 v1 marked complete; remaining Stage 2 work
(MEMORY drift fixup, duplicate-merge, survey mode) catalogued.
Next concrete step is a smoke test against one real archive entry.
Adds one ignore-list entry for docs/research/option-a-bench-result.md
which appears in the plan as a hypothetical accept target.
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
169 lines
5.5 KiB
Python
169 lines
5.5 KiB
Python
"""Stage 2 LLM dispatcher: draft a research note from an archive entry.
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Reads `docs/archive/<name>.md`, assembles a prompt by stitching
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`scripts/librarian-prompt.md` (the system prompt) onto the archive
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body, and dispatches to the LLM CLI selected by the LIBRARIAN_LLM
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environment variable. The LLM's stdout is captured to
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`runs/tmp/librarian-promote-<timestamp>-draft.md`. The dispatcher
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never writes into `docs/research/` directly — the operator reviews
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the draft and copies/edits it themselves.
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Backends:
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LIBRARIAN_LLM=claude (default; invokes `claude -p`)
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LIBRARIAN_LLM=codex (invokes `codex exec`)
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LIBRARIAN_LLM=gemini (invokes `gemini -p`)
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Usage:
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uv run python scripts/librarian_promote.py docs/archive/foo.md
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uv run python scripts/librarian_promote.py docs/archive/foo.md --show-prompt
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LIBRARIAN_LLM=codex uv run python scripts/librarian_promote.py docs/archive/foo.md
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"""
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from __future__ import annotations
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import argparse
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import os
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import re
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import subprocess
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import sys
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from datetime import datetime
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from pathlib import Path
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LLM_COMMANDS = {
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"claude": ["claude", "-p"],
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"codex": ["codex", "exec"],
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"gemini": ["gemini", "-p"],
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}
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DATE_SUFFIX = re.compile(r"-\d{4}-\d{2}-\d{2}$")
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def _repo_root() -> Path:
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current = Path(__file__).resolve()
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for parent in current.parents:
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if (parent / "pyproject.toml").is_file():
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return parent
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raise RuntimeError("pyproject.toml을 찾을 수 없어 repository root를 판정할 수 없습니다.")
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def _assemble_prompt(
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system_prompt: str,
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rel_archive: Path,
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archive_body: str,
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rel_target: Path,
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) -> str:
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return (
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f"{system_prompt}\n\n"
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"---\n\n"
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"Task: Draft a `docs/research/` note from the archive entry below.\n"
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"Follow the rules in your system prompt above (style template, "
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"`Last verified:` and `Source:` headers, `file:line` citations "
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"verified against the current tree, ~1 page, prose over bullet "
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"soup).\n\n"
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f"**Source archive:** `{rel_archive}`\n"
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f"**Suggested target filename:** `{rel_target}`\n\n"
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"If the archive does not contain a durable conclusion (e.g. it "
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"is a one-off bench result with no general lesson), respond "
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"with a single line `SKIP: <reason>` instead of a draft.\n\n"
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"Output: the markdown content of the new file only. No "
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"preamble, no code fences around the whole thing, no "
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"explanation after. Begin with the H1 header line.\n\n"
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"---\n\n"
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"Archive body:\n\n"
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f"{archive_body}\n"
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)
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def main() -> int:
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parser = argparse.ArgumentParser(description=__doc__.splitlines()[0])
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parser.add_argument(
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"archive_path",
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help="Path to a docs/archive/*.md entry to promote.",
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)
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parser.add_argument(
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"--show-prompt",
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action="store_true",
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help="Print the assembled prompt to stdout and exit; do not call the LLM.",
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)
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args = parser.parse_args()
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root = _repo_root()
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archive = (root / args.archive_path).resolve()
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if not archive.is_file():
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print(f"Archive not found: {args.archive_path}", file=sys.stderr)
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return 1
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try:
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rel_archive = archive.relative_to(root)
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except ValueError:
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print(f"Archive must live under repo root: {archive}", file=sys.stderr)
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return 1
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if not str(rel_archive).startswith("docs/archive/"):
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print(
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f"Refusing: archive must live under docs/archive/: {rel_archive}",
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file=sys.stderr,
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)
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return 1
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stem = DATE_SUFFIX.sub("", archive.stem)
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target = root / "docs" / "research" / f"{stem}.md"
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rel_target = target.relative_to(root)
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if target.exists():
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print(
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f"Refusing: research counterpart already exists: {rel_target}",
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file=sys.stderr,
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)
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return 1
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system_prompt = (root / "scripts" / "librarian-prompt.md").read_text(encoding="utf-8")
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archive_body = archive.read_text(encoding="utf-8")
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prompt = _assemble_prompt(system_prompt, rel_archive, archive_body, rel_target)
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if args.show_prompt:
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sys.stdout.write(prompt)
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return 0
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backend = os.environ.get("LIBRARIAN_LLM", "claude").lower()
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cmd = LLM_COMMANDS.get(backend)
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if cmd is None:
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print(
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f"Unknown LIBRARIAN_LLM={backend}; supported: {sorted(LLM_COMMANDS)}",
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file=sys.stderr,
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)
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return 1
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timestamp = datetime.now().strftime("%Y-%m-%d_%H%M%S")
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out_dir = root / "runs" / "tmp"
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out_dir.mkdir(parents=True, exist_ok=True)
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prompt_path = out_dir / f"librarian-promote-{timestamp}-prompt.md"
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draft_path = out_dir / f"librarian-promote-{timestamp}-draft.md"
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prompt_path.write_text(prompt, encoding="utf-8")
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print(
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f"Dispatching to {backend} (prompt saved to {prompt_path.relative_to(root)})",
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file=sys.stderr,
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)
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result = subprocess.run(
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cmd + [prompt],
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capture_output=True,
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text=True,
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check=False,
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)
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if result.returncode != 0:
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print(f"LLM call failed (exit {result.returncode}):", file=sys.stderr)
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print(result.stderr, file=sys.stderr)
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return result.returncode
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draft_path.write_text(result.stdout, encoding="utf-8")
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print(f"Draft written to: {draft_path.relative_to(root)}")
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print(f"Suggested target on accept: {rel_target}")
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print()
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print("Next: review the draft. To accept verbatim:")
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print(f" cp {draft_path.relative_to(root)} {rel_target}")
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return 0
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if __name__ == "__main__":
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raise SystemExit(main())
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