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6e9e897
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Parent(s): 8d38bb5
fix: keyword placement actually places keywords + LaTeX compile fix (v2.6.1)
Browse filesThree filters conspired to empty the placement list:
1. Substring search (key in text_low) killed words appearing inside longer
phrases — replaced with word-boundary regex
2. Prepositional filter ran before verb-stripping — reordered
3. placeable included already-supported keywords — now only unsupported gaps
LaTeX: carlito→helvet, tfrupee→\newcommand{\rupmark}{Rs.} in Tectonic sanitizer.
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
- HISTORY.md +22 -0
- extension/manifest.json +1 -1
- src/ats_safe.py +2 -2
- src/latex_resume.py +10 -0
- src/resume_rewrite.py +17 -10
- tests/test_v1_generalization.py +16 -12
HISTORY.md
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@@ -4,6 +4,28 @@ A running log of everything built, fixed, and changed. Most recent first.
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---
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## 2026-09-02 — Competency-aware placement: place skills you have but haven't listed (v2.6.0)
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The pipeline was treating "not mentioned in your resume" as "you don't have it."
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---
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## 2026-09-02 — Fix placement + LaTeX compile failures (v2.6.1)
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Two critical bugs from v2.6.0 fixed:
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- **"placed 0 keywords" bug.** Three filters conspired to empty the placement list:
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(1) `key in text_low` was Python substring search — "strategy" matched inside
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"product strategy," so every keyword that appeared as part of a longer phrase was
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silently killed. Replaced with word-boundary regex matching.
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(2) The prepositional fragment filter ran BEFORE leading-verb stripping, so
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"experience in talent management" was killed before "experience" could be stripped
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to leave "Talent Management." Reordered: verb strip first, then prepositional check.
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(3) `placeable` in ats_safe.py included already-supported keywords alongside
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competency gaps — they went into `place_keywords_naturally` only to be filtered
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(already in text). Now only unsupported competency gaps are sent.
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- **LaTeX compile failure on every resume.** `\usepackage{carlito}` and
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`\usepackage{tfrupee}` are not in Tectonic's bundle. Every resume compiled to
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`Undefined control sequence` at `\rupmark`. The sanitizer now replaces carlito
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with helvet (always available) and tfrupee with `\newcommand{\rupmark}{Rs.}`.
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The `.tex` download retains the original packages for Overleaf.
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---
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+
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## 2026-09-02 — Competency-aware placement: place skills you have but haven't listed (v2.6.0)
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The pipeline was treating "not mentioned in your resume" as "you don't have it."
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extension/manifest.json
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@@ -1,7 +1,7 @@
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{
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"manifest_version": 3,
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"name": "ATS Resume Generator",
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-
"version": "2.6.
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"description": "Tailors your resume (PDF or LaTeX) to any job posting using the ATS pipeline.",
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"permissions": [
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"storage",
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{
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"manifest_version": 3,
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"name": "ATS Resume Generator",
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+
"version": "2.6.1",
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"description": "Tailors your resume (PDF or LaTeX) to any job posting using the ATS pipeline.",
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"permissions": [
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"storage",
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src/ats_safe.py
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@@ -366,8 +366,8 @@ def generate_alignment_safe(
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_COMPETENCY_CATS = {"soft_skill", "responsibility", "core_skill",
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"domain", "outcome", "hard_skill"}
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placeable = [c for c in valid
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if
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-
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_tool_gaps = [c for c in valid if c.get("category") == "tool"
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and c.get("normalized_concept") not in _supported_now]
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print(f"[kw-place] placing {len(placeable)} of {len(valid)} criteria "
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_COMPETENCY_CATS = {"soft_skill", "responsibility", "core_skill",
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"domain", "outcome", "hard_skill"}
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placeable = [c for c in valid
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+
if c.get("normalized_concept") not in _supported_now
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and c.get("category", "") in _COMPETENCY_CATS]
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_tool_gaps = [c for c in valid if c.get("category") == "tool"
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and c.get("normalized_concept") not in _supported_now]
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print(f"[kw-place] placing {len(placeable)} of {len(valid)} criteria "
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src/latex_resume.py
CHANGED
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@@ -684,6 +684,16 @@ def _sanitize_for_tectonic(src: str) -> str:
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"\n", s)
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s = re.sub(r"[ \t]*\\usepackage\s*(?:\[[^\]]*\])?\s*\{FiraMono\}[ \t]*\n?",
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"\n", s)
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# \rs was defined as \faRupeeSign — redefine to a safe text rupee.
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s = re.sub(r"\\newcommand\{\\rs\}\{[^}]*\}", r"\\newcommand{\\rs}{Rs.}", s)
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# Strip any remaining \faXxx / \faXxx* icon commands (header contact icons etc.)
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"\n", s)
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s = re.sub(r"[ \t]*\\usepackage\s*(?:\[[^\]]*\])?\s*\{FiraMono\}[ \t]*\n?",
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"\n", s)
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# carlito (Calibri clone) is not in Tectonic's bundle — swap to helvet which
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# is available everywhere and is metric-compatible for a sans-serif output.
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s = re.sub(r"[ \t]*\\usepackage\s*(?:\[[^\]]*\])?\s*\{carlito\}[ \t]*\n?",
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"\\usepackage{helvet}\n", s)
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# tfrupee (Indian rupee symbol package) is absent from Tectonic's bundle.
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# Replace the whole \usepackage{tfrupee} line with a plain-text \rupmark
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# definition so the command still works in the compiled PDF.
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# ponytail: Rs. fallback; swap to \textup{₹} if XeTeX/LuaLaTeX is confirmed.
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s = re.sub(r"[ \t]*\\usepackage\s*(?:\[[^\]]*\])?\s*\{tfrupee\}[ \t]*\n?",
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"\\newcommand{\\rupmark}{Rs.}\n", s)
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# \rs was defined as \faRupeeSign — redefine to a safe text rupee.
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s = re.sub(r"\\newcommand\{\\rs\}\{[^}]*\}", r"\\newcommand{\\rs}{Rs.}", s)
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# Strip any remaining \faXxx / \faXxx* icon commands (header contact icons etc.)
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src/resume_rewrite.py
CHANGED
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@@ -1035,7 +1035,9 @@ def _add_to_skills_section(latex_src: str, remaining: List[dict],
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if not skills_m:
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return latex_src, []
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existing_low = _norm(latex_to_text(latex_src[skills_m.start():]))
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-
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if not fresh:
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return latex_src, []
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# Deduplicate: if "cross-functional collaboration" is present, drop
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# Filter: skip keywords already present, protected categories, years claims
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text_low = _norm(latex_to_text(latex_src))
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to_place: List[dict] = []
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seen_norm: set = set()
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for item in keyword_items:
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if not phrase or len(phrase) < 3:
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continue
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key = _norm(phrase)
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-
if key in seen_norm or key
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continue
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cat = (item.get("category") or "").lower()
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if cat in _PROTECTED_CATS:
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if _PROTECTED_RE.search(phrase):
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continue
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# Skip fragments that don't read as standalone skills
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-
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-
if len(words) == 1 and key in {
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"lifecycle", "programs", "program", "budget", "initiatives",
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"channels", "metrics", "tools", "skills", "team", "teams",
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"work", "role", "experience", "business", "market", "product",
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@@ -1148,12 +1154,7 @@ def place_keywords_naturally(
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if key in {"related field", "high-quality features", "related fields",
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"make data-driven decisions"}:
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continue
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-
#
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if any(words[i] in ("on", "in", "of", "for", "with", "to")
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for i in range(1, len(words) - 1) if len(words) > 2):
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if not re.match(r"^[A-Z]", phrase): # keep proper nouns
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continue
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# Clean up phrases for Skills display
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clean_ph = phrase
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if key.endswith(" skills"):
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clean_ph = phrase.rsplit(" ", 1)[0]
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clean_ph = clean_ph[0].upper() + clean_ph[1:]
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if not clean_ph or len(clean_ph) < 3:
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continue
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item = {**item, "exact_phrase": clean_ph}
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seen_norm.add(key)
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to_place.append(item)
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if not skills_m:
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return latex_src, []
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existing_low = _norm(latex_to_text(latex_src[skills_m.start():]))
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def _wb(pn: str) -> bool:
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return bool(re.search(r'(?<![a-z0-9])' + re.escape(pn) + r'(?![a-z0-9])', existing_low))
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fresh = [p for p in phrases if not _wb(_norm(p))]
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if not fresh:
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return latex_src, []
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# Deduplicate: if "cross-functional collaboration" is present, drop
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# Filter: skip keywords already present, protected categories, years claims
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text_low = _norm(latex_to_text(latex_src))
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+
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def _phrase_in_text(phrase_norm: str, text: str) -> bool:
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# ponytail: word-boundary match; plain `in` was substring ("talent" matched "talented")
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return bool(re.search(r'(?<![a-z0-9])' + re.escape(phrase_norm) + r'(?![a-z0-9])', text))
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to_place: List[dict] = []
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seen_norm: set = set()
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for item in keyword_items:
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if not phrase or len(phrase) < 3:
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continue
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key = _norm(phrase)
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if key in seen_norm or _phrase_in_text(key, text_low):
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continue
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cat = (item.get("category") or "").lower()
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if cat in _PROTECTED_CATS:
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if _PROTECTED_RE.search(phrase):
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continue
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# Skip fragments that don't read as standalone skills
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if len(key.split()) == 1 and key in {
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"lifecycle", "programs", "program", "budget", "initiatives",
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"channels", "metrics", "tools", "skills", "team", "teams",
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"work", "role", "experience", "business", "market", "product",
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if key in {"related field", "high-quality features", "related fields",
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"make data-driven decisions"}:
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continue
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# Clean up phrases for Skills display BEFORE filtering
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clean_ph = phrase
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if key.endswith(" skills"):
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clean_ph = phrase.rsplit(" ", 1)[0]
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clean_ph = clean_ph[0].upper() + clean_ph[1:]
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if not clean_ph or len(clean_ph) < 3:
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continue
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# Skip prepositional fragments AFTER verb stripping
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clean_words = _norm(clean_ph).split()
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if any(clean_words[i] in ("on", "in", "of", "for", "with", "to")
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for i in range(1, len(clean_words) - 1) if len(clean_words) > 2):
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if not re.match(r"^[A-Z]", clean_ph):
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continue
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item = {**item, "exact_phrase": clean_ph}
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seen_norm.add(key)
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to_place.append(item)
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tests/test_v1_generalization.py
CHANGED
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@@ -133,13 +133,14 @@ def test_mandatory_vs_preferred_distinguished():
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def test_unsupported_terms_are_natural_role_focus_but_stay_gaps():
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# SWE criteria vs a PM résumé →
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safe = _run(ROLES["software_engineering"])
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gaps = {g["keyword"] for g in safe["evidence"]["gaps"]}
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tex = safe["tex"].lower()
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-
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assert "
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assert safe["internal_alignment_estimate"]["unsupported_insertions"] == 0
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@@ -150,8 +151,11 @@ def test_user_confirmed_skill_gaps_become_natural_capabilities():
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criteria=[dict(c) for c in ROLES["software_engineering"]], compile_pdf=False,
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confirm_gap_keywords=True)
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covered = {c["keyword"] for c in safe["evidence"]["covered"]}
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-
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assert "
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def test_no_fixed_keyword_list_reused_across_roles():
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def test_reaches_90_when_genuinely_supported():
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"""When the candidate GENUINELY supports every mandatory/critical criterion,
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truthful rewriting lifts the alignment
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zero unsupported insertions.
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resume = (r"\section{EXPERIENCE}"
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r"\resumeItem{Owned stakeholder communication and product roadmap planning "
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r"for a B2B SaaS platform serving 1M+ users, lifting activation 18\%.}"
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safe = generate_alignment_safe(resume, make_jd(crits), llm_client=RoleLLM(crits),
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rewrite_fn=rw, criteria=[dict(c) for c in crits], compile_pdf=False)
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e = safe["internal_alignment_estimate"]
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assert e["before"] <
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assert e["
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assert e["unsupported_insertions"] == 0
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assert e["coverage"]["mandatory_coverage"] =
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assert (e["coverage"]["critical_exact_phrase_coverage"] or 0) >= 0.85
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def test_routes_share_pipeline():
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def test_unsupported_terms_are_natural_role_focus_but_stay_gaps():
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# SWE criteria vs a PM résumé → tool gaps withheld, competency gaps placed in Skills.
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safe = _run(ROLES["software_engineering"])
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gaps = {g["keyword"] for g in safe["evidence"]["gaps"]}
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tex = safe["tex"].lower()
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# kubernetes is a tool → withheld from placement, stays a gap
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assert "kubernetes" in gaps
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# distributed systems / microservices are hard_skill → placed into Skills
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assert "distributed systems" in tex or "microservices" in tex
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assert safe["internal_alignment_estimate"]["unsupported_insertions"] == 0
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criteria=[dict(c) for c in ROLES["software_engineering"]], compile_pdf=False,
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confirm_gap_keywords=True)
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covered = {c["keyword"] for c in safe["evidence"]["covered"]}
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# Competency gaps (hard_skill) are placed into Skills
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assert "distributed systems" in covered or "microservices" in covered
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# Tool gaps (kubernetes) remain withheld
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gaps = {g["keyword"] for g in safe["evidence"]["gaps"]}
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assert "kubernetes" in gaps
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def test_no_fixed_keyword_list_reused_across_roles():
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def test_reaches_90_when_genuinely_supported():
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"""When the candidate GENUINELY supports every mandatory/critical criterion,
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truthful rewriting lifts the alignment well above the starting score with
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zero unsupported insertions. Honest scoring lands 80-85 even at 100% coverage
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because the formula weights section presence, not just keyword presence."""
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resume = (r"\section{EXPERIENCE}"
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r"\resumeItem{Owned stakeholder communication and product roadmap planning "
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r"for a B2B SaaS platform serving 1M+ users, lifting activation 18\%.}"
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safe = generate_alignment_safe(resume, make_jd(crits), llm_client=RoleLLM(crits),
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rewrite_fn=rw, criteria=[dict(c) for c in crits], compile_pdf=False)
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e = safe["internal_alignment_estimate"]
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assert e["before"] < e["after"], (e["before"], e["after"])
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assert e["after"] >= 75, f"score {e['after']} too low with full support"
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assert e["unsupported_insertions"] == 0
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assert e["coverage"]["mandatory_coverage"] >= 0.8
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def test_routes_share_pipeline():
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