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Explore Resume · yogsoth-ai | DecimalAI

agent toolingby yogsoth-ai

Explore Resume

yogsoth-ai/explore-resume

Source yogsoth-ai/de-anthropocentric-research-engine ↗License Apache-2.0

Understand the user's background comprehensively — technical stack, project experience, research experience, publications, research directions. Allows user to express interest beyond their resume. Execute once only, never re-run.

SkillScore83Maintained

Automatic

Recruiting pack

Last verified 8/23/2026

What it changes

Passed 19 of 23 test cases with the skill, and 14 of 23 without it.

Without skill61%

With skill83%

Checks it passed that the model alone missed

Response asks exactly one question at a time instead of multiple questions.
Response asks about current ongoing research directions and active projects.
Response asks a single follow-up question regarding the next background topic.

and 3 more in the full report

6 fixed13 passed either way3 still failing1 broke

Pass-rate lift: +22 pp
Tokens: -55%
Agent turns: 0%
Response time: -70%

Model gemini-3.6-flashMeasured 8/23/2026v119 of 23 cases passed with skill

Tokens, turns and time describe resource use, not a dollar price.

Use this skill

Save it into your project's skills folder. Claude Code picks it up in its next session.

curl -fsSL --create-dirs -o .claude/skills/yogsoth-ai-explore-resume/SKILL.md https://app.decimal.ai/s/yogsoth-ai-explore-resume/SKILL.md

Want it pinned and updatable? pip install "decimalai>=0.15", then decimalai skills add yogsoth-ai-explore-resume, and start Claude Code with claude --plugin-dir "$(git rev-parse --show-toplevel)/.agents"

1 · One-time — install the CLI (docs ↗)

pip install "decimalai>=0.15"

2 · Get the skill — writes .agents/skills/yogsoth-ai-explore-resume/ and pins it in .decimal/skills.lock

decimalai skills add yogsoth-ai-explore-resume

No CLI? Get the same file — curl · raw file

curl -fsSL --create-dirs -o .claude/skills/yogsoth-ai-explore-resume/SKILL.md https://app.decimal.ai/s/yogsoth-ai-explore-resume/SKILL.md

Raw file: /s/yogsoth-ai-explore-resume/SKILL.md ↗ · machine-readable summary at /s/yogsoth-ai-explore-resume.json ↗

Safety checks: 3 of 3 passed

Code scan CleanIntent PassedContent Clean

See it in action

One of 6 test cases the skill fixed. Same model, same prompt, with and without the skill.

1 of 6

Prompt

I just answered your question about my technical stack (I know Python and PyTorch). What should your next output be?

What was checked, without and with the skill
Checked	Without skill	With skill
Response asks a single follow-up question regarding the next background topic.	Missed	Passed

case-19 · gemini-3.6-flash · 8/23/2026 · answers are capped and redacted

What's inside

The instructions your model reads when the skill loads.

SKILL.md26 linessingle file

Explore Resume

Build a comprehensive picture of who the user is professionally and academically.

Execution

Dialogue — inline, no subagent.

What to Ask About (one at a time)

Technical stack (languages, frameworks, tools they're proficient in)
Project experience (what have they built or contributed to)
Course/research experience (what have they studied formally)
Publications (if any — papers, preprints, technical reports)
Current research directions (what are they working on now)
Areas of interest beyond current experience (what excites them that they haven't done yet)

Key Behaviors

Allow user to express interest in areas outside their resume — this is not a constraint-gathering exercise
In cold-start: user may not know what they can do. That's fine — capture what they've done and what excites them
Execute once only. Never re-run this SOP.

Output

Background section of ActorProfile.

Track record

Benchmark

19 / 23

test cases passed, vs 14 / 23 without

Adoption

Users: 0
Times used: 0

Safety and source details

SkillSafety

✓ 3 of 3 passed

Code scan15 of 15 checks clean

0 critical · 0 warning · 0 info — scanner v4 — 8/3/2026

View 15 scanner checks

live_secretremote_code_executionreverse_shelldata_exfiltrationssrf_metadataagent_snoopinganti_refusaldestructive_commandsobfuscated_unicodeunicode_homoglyphopaque_blobsuspicious_urltool_overreachtrigger_abuseprompt_injection_phrasing

IntentSafe

LLM judge · does the skill do what it claims

ContentClean

LLM judge · policy & harmful-content review

Source

Imported

yogsoth-ai / de-anthropocentric-research-engine

skills/explore-resume/SKILL.md

View on GitHub ↗

License Apache-2.0Imported 8/3/2026Version v1

More skills from the same source and nearby in the registry, with their headline benchmark lift.

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See it in action

What's inside

Explore Resume

Execution

What to Ask About (one at a time)

Key Behaviors

Output

Track record

Benchmark

Adoption

SkillSafety

Source

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