Adds four contributions from @Michael-Bach:
- /setup_docs - document-driven profile population from a documents/ folder (CV, LinkedIn export, diplomas, references, past applications). Idempotent merge with explicit additive vs. conflicting buckets and per-conflict prompts.
- /reset - typed-RESET confirmation gate for clearing profile data and/or documents folder contents.
- /expand - additive competency enrichment from documents and public URLs already in the profile (GitHub repos, portfolio sites), with web-searched syllabus lookups for named courses and certifications.
- /upskill - skill-gap analysis vs tracked jobs (or single URL), produces a prioritized heatmap and learning plan with year-tagged WebSearch queries.
Also adds the documents/ folder convention with README and gitignore entries for personal output files.
Closes#6
The original bullet ("Token-efficient. Reviewer receives drafts inline
rather than re-reading files. Verification runs once, at the end.") is
technically true for the reviewer-dispatch path but invites readers to
infer that the overall workflow uses fewer tokens than master. That is
not actually defensible: the new Step 5 (compile-and-inspect) spends
tokens on Read'ing both PDFs and on layout-fix iteration cycles, which
typically offsets the savings from inline draft passing and scoped
reviewer reads. End-to-end the workflow is roughly token-neutral, with
the variance dominated by how many layout fixes the CV needs.
Reframes the bullet as "Token-efficient reviewer dispatch" (which is
accurate and verifiable from the prompt structure) and adds an explicit
note that Step 5 spends some of those savings on PDF rendering. The
trade is real - tokens for fewer broken PDFs reaching the user - and
worth surfacing honestly rather than overclaiming.
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
Updates README.md and SETUP.md to reflect the new /apply workflow
additions shipped in the previous commit:
- Bumps the /apply step list from 6 to 7, adding "Compile and inspect"
between Revise and Present
- Adds a "What makes this workflow different" subsection highlighting the
PDF verification loop, relevance-weighted CV cutting, drafter-reviewer
separation, and token-efficient dispatching
- Updates prerequisites note to call out lualatex (CV) and xelatex (cover
letter) explicitly, with the reason each engine is required
- Updates SETUP.md's LaTeX section to match (pdflatex -> lualatex for the
CV, with the MiKTeX fontawesome5 caveat)
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
Bach