PATCH-HEADLINE
LLM: current description doesn't precisely describe the goal
PROPOSED FIX
replace the `description:` line with:
description: "Generate holistic AI job-hunt plans for Master/PhD/research-engineer candidates: profile positioning, employer targeting, warm intros, interview prep, public artifacts."
PATCH-COMPACT
LLM: body has restatement or prose bloat
- only 12% of body is code/commands/lists/headings — 88% is prose
PROPOSED FIX
tighten the body — a working tighter version:
# AI Job Hunt — Master/Research-Engineer Class
Land a top AI-industry job for Master/PhD/research-engineer candidates by running 5 workstreams in parallel: profile positioning, target employer map, warm intro pipeline, application cadence + interview prep, and public artifacts. Default to the high end of the jobs (frontier labs, top AI product/infra, research institutes) — not generic "Data Scientist" applications. ## When to use
- Morsy (or a coach agent) asks for a holistic plan to land a candidate a top AI job, with phrasing like "no stone unturned," "high end of the jobs," "prepare a holistic plan," "let's get going."
- The candidate has Master/PhD-level credentials and shipped research: ANR-funded PoCs, international contests (SHREC / SHREC25), published architecture work, multimodal + 3D geometry / TDA / protein classification / sovereign LLM pipelines. - A Morsy session pivots from "rewrite the CV" or "summarize the mémoire" into a job hunt — the CV/mémoir was the unblocker,…
PATCH-PUBLISH
LLM: internal references leak — strip before public
PROPOSED FIX
replace each internal reference:
line 8: - The user (or a coach agent) asks for a holistic plan to land the candidate a top AI job, with phrasing like "no stone unturned," "high end of the jobs," "prepare a holistic plan," "let's get going."
line 10: - The session pivots from "rewrite the CV" or "summarize the mémoire" into a job hunt — the CV/mémoir was the unblocker, the plan is the next step.
line 16: - Work permit in France (titre de séjour, nationality) — if OK, opens all of Tier 1/2/3/4/5 in Paris and the EU immediately. (Validated example: candidate with "Work permit France OK" → Mistral, Hugging Face, Kyutai, LightOn, Meta FAIR all unlocked same day.)