SKILLEMALL.ai
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BF job-hunt

Help a user find, judge, apply for and rehearse for jobs. Four modes: discover (what is out there worth looking at), assess (whether this posting is worth applying to), apply (build and pressure-test the application), interview (rehearse and debrief). Use whenever the user wants to search for roles, judge their fit for a posting, tailor or optimize their CV/resume to a job, build a resume from scratch, write a cover/motivation letter, check whether an application is strong enough, or practise an interview — e.g. "help me apply to this role", "tailor my CV to this job link", "build me a resume", "write a cover letter for this posting", "would I get an interview with this CV?", "is this job worth applying to?", "find me MRI reconstruction roles in the Netherlands", "run a mock interview for this posting". Outputs Markdown, PDF (LaTeX), and .docx. Never fabricates experience — honest reframing only — and never predicts an interview or offer probability.

ClawHub Agent Skills author: Leo-Lyu v1.0.0 MIT-0 80 files body ≈ 24 139 tokens Open the sourceclawhub.ai↗ analyzed 3 d ago

Help a user find, judge, apply for and rehearse for jobs.

As a process F 53/100 · Will not run — References files that are not bundled: references/browser-fallback.md, references/network-recovery.md, references/user-recovery.md

AnalyzerWordLaTeXPeople and hiringtype and topics are labelled automatically from the skill text
Runs in: OpenClaw Claude / Claude Code ChatGPT / Codex Gemini CLI Cursor GitHub Copilot / VS Code Qwen Code Kimi Code CLI Z.ai (GLM) DeepSeek (Deep Code) Mistral Vibe LangChain (deepagents) Goose OpenCode
JSON
Technical rating
B
87/100
safety, quality, tests
Safety 60%
99
Quality 40%
68
Run on models
none yet
Process rating
F
53/100
Will not run
References files that are not bundled: references/browser-fallback.md, references/network-recovery.md, references/user-recovery.md
Tools and files w 18
0
Result and completion w 14
0
Execution cost w 6
10
the three weakest of ten parameters · all ten

How to improve

  1. The SKILL.md body is over 5,000 tokens: move reference detail into references/ and load it when needed.
  2. The text references files that are not there: add them or drop the references.
For the model run — optional
  • Your own cases (evals/evals.json, 4–6 real requests with expected answers): the full check would then run those instead of a model-drafted suite.
  • A spec.yaml with trigger phrases and assertions — a behaviour contract for CI; `skilltest init` writes a template.

Guard findings · 1

✓ No critical or high findings

Medium and low: 1
  • low Obfuscation obf-base64-blob references/market-conventions/de.yaml:306
    Long base64-looking blob (quoted — discussed, not commanded)
    url: "https://www.bva.bund.de/SharedDocs/Downloads/DE/Behoerden/Beratung/Eingruppierung/Eingruppierung/2015…pdf?__blob=…&v=2"
    quoted

Files scanned: 26. Evidence is masked. Grey chips explain why severity was lowered.

Against the Agent Skills spec

  • warning body-long SKILL.md body ≈ 24139 tokens (recommended < 5000); move details to references/
  • warning missing-ref reference to a missing file: references/browser-fallback.md
  • warning missing-ref reference to a missing file: references/network-recovery.md
  • warning missing-ref reference to a missing file: references/user-recovery.md
  • warning missing-ref reference to a missing file: references/*.md
  • warning missing-ref reference to a missing file: scripts/check_mock.py
  • warning missing-ref reference to a missing file: scripts/prose_tells.py
  • warning missing-ref reference to a missing file: references/gap-analysis.md
  • warning missing-ref reference to a missing file: scripts/vocab.py
  • warning missing-ref reference to a missing file: references/structured-applications.md
  • warning missing-ref reference to a missing file: references/portability.md
  • warning missing-ref reference to a missing file: scripts/setup_dependencies.py
  • warning missing-ref reference to a missing file: scripts/run_tool.py
  • warning missing-ref reference to a missing file: scripts/count_coverage.py
  • warning missing-ref reference to a missing file: scripts/check_personal_data.py
  • warning missing-ref reference to a missing file: scripts/render_cv.py
  • warning missing-ref reference to a missing file: scripts/check_claims.py
  • warning missing-ref reference to a missing file: scripts/parse_verdicts.py
  • warning missing-ref reference to a missing file: scripts/check_render_freshness.py
  • warning missing-ref reference to a missing file: scripts/lint_cv.py
  • warning missing-ref reference to a missing file: scripts/check_letter.py
  • warning missing-ref reference to a missing file: scripts/check_pages.py
  • warning missing-ref reference to a missing file: scripts/check_layout.py
  • warning missing-ref reference to a missing file: references/layout-review.md
  • warning missing-ref reference to a missing file: scripts/check_word_limits.py
  • warning missing-ref reference to a missing file: scripts/check_apply.py
  • warning missing-ref reference to a missing file: scripts/evidence_blocks.py
  • warning missing-ref reference to a missing file: scripts/check_evidence_refs.py
  • warning missing-ref reference to a missing file: scripts/lint_no_prediction.py
  • warning missing-ref reference to a missing file: scripts/consistency.py
  • warning missing-ref reference to a missing file: scripts/check_conventions.py
  • warning missing-ref reference to a missing file: scripts/check_assessment.py
  • warning missing-ref reference to a missing file: scripts/check_skill_lossless.py
  • warning missing-ref reference to a missing file: scripts/check_opencli_result.py
  • warning missing-ref reference to a missing file: scripts/doctor.py
  • warning missing-ref reference to a missing file: scripts/save_profile.py
  • warning missing-ref reference to a missing file: scripts/deliver.py
  • warning missing-ref reference to a missing file: scripts/check_no_write.py
  • warning missing-ref reference to a missing file: scripts/snapshot_profile.py
  • warning missing-ref reference to a missing file: scripts/check_candidate_match.py
  • warning missing-ref reference to a missing file: scripts/check_shortlist.py
  • warning missing-ref reference to a missing file: references/discovery-sources.md
  • warning missing-ref reference to a missing file: references/interview-prep.md
  • warning missing-ref reference to a missing file: scripts/record_browser_capture.py
  • warning missing-ref reference to a missing file: scripts/opencli_compat.py
  • warning missing-ref reference to a missing file: references/role-families.md
  • warning missing-ref reference to a missing file: references/candidate-situations.md
  • warning missing-ref reference to a missing file: references/motivation-letter.md
  • warning missing-ref reference to a missing file: references/word-resume-layout.md
  • warning missing-ref reference to a missing file: references/candidate-matching.md
  • warning missing-ref reference to a missing file: scripts/enter_mode.py
  • warning missing-ref reference to a missing file: scripts/render_letter.py
  • warning missing-ref reference to a missing file: scripts/render_rirekisho.py
  • warning missing-ref reference to a missing file: scripts/pdf_glyphs.py
  • warning missing-ref reference to a missing file: scripts/browser_cdp.mjs

Process rating: all ten parameters 53/100

Will not run. References files that are not bundled: references/browser-fallback.md, references/network-recovery.md, references/user-recovery.md
  • 0Tools and files. 54 referenced file(s) missing: references/browser-fallback.md, references/network-recovery.md, references/user-recovery.md
  • 0Result and completion. Does not say what the result is
  • 10Execution cost. Instruction body is 24139 tokens: crowds the task out of the window
  • 30Inputs and preconditions. Does not say what the process needs to start
  • 85Steps. 144 steps, 3 vague phrases
  • 100When it triggers. States when to use and when not to
  • 100Failures and branches. 6 branches, has a failure section
  • 100Consistency. Name and required fields are in place
  • 100Running it twice. Mutating operations check current state
  • 100Progress reporting. Reports progress
  • medium Safety rules and hard prohibitions inside a skill: they belong in the system prompt, here they protect nothing
  • low 38 top-level sections: this looks like several domains in one skill
  • low The response is described with custom markup (32 tags): a typed call is more reliable

Everything here is measured from the skill text rather than judged by a model, so the numbers are checkable. A parameter weighs more when it is a more common reason for the process to stall.

Quality signals

  • +4Description does not say when NOT to use the skill (false activations)
  • +3Description length 964: 120–800 characters recommended
  • +3Output format is not stated: the model decides each time
  • +1No license
  • +2Single-language instructions
  • +5Description quotes 8 example trigger phrases
  • +4Structure: 44 headings
  • +3Step-by-step instructions: 144 items
  • +4Has examples (6 code blocks)
  • +4Reference files are cited in the instructions (11 of 11)

Quality base 70; lint remarks subtract, signals add up to 100. Result: 68.

External checks

ClawHub: suspicious
The skill mostly matches its job-search purpose, but its setup and web-search tooling include credential and browser-automation risks users should review before installing.
LLM: suspicious (high) · 11 Sept 2026