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Offer Positioning Auditor — measured AI agent skill | DecimalAI

leoyeai/offer-positioning-auditor

NewSkillScoreMaintained

Audit a product or service offer for clarity, differentiation, and buying friction. Use when improving positioning, promise, audience fit, and conversion before launching or selling.

by leoyeai

Links this skill to your agents and keeps it current with the author’s updates.

Automatic

Sales & GTM pack

decimalai skills pull leoyeai-offer-positioning-auditor

Get this skill — curl · raw file

curl -fsSL https://app.decimal.ai/s/leoyeai-offer-positioning-auditor/SKILL.md

Raw file: /s/leoyeai-offer-positioning-auditor/SKILL.md ↗ · machine-readable summary at /s/leoyeai-offer-positioning-auditor.json ↗

In productionGlobal

how this skill behaves on real traffic · last 30 days

No production data for this skill yet — usage numbers appear here once agents start running it.

Anonymized aggregate across every org using this skill — proof from real production use, not a demo.

Does this skill help? · Benchmark: with vs. withoutsign in to run this on your agents

23 test cases from the publisher’s eval.yaml · each run twice on gemini-3.6-flash — with the skill injected, then without · last run 6h ago

Yes — +4% lift-1% tokens0% turns78% of whole cases pass with skill (18/23)

Test case	Without → With	Effect	Δ tokens	Δ turns
case-08	✗→✓	▲ Improved	7%	0%
case-11	✗→✓	▲ Improved	7%	0%
case-13	✗→✓	▲ Improved	-12%	0%
case-18	✗→✓	▲ Improved	8%	0%
case-17	✓→✗	▼ Worse	-5%	0%

Showing 5 of 23 cases

SkillSafety

✓ 3 of 3 passed

Code scan15 of 15 checks clean

0 critical · 0 warning · 0 info — scanner v4 — 8/2/2026

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

LeoYeAI / openclaw-master-skills

skills/offer-positioning-auditor/SKILL.md

View on GitHub ↗

License MITImported 8/2/2026Version v1Bundled 1 file

Skill contents

references/

SKILL.md

Offer Positioning Auditor

Use this skill to tighten an offer before trying to sell it.

Audit order

who the offer is for
what painful problem it solves
why this is better than alternatives
what makes buying feel risky or unclear
the smallest change that could improve conversion

Output

Return:

strongest current angle
weakest positioning point
a cleaner one-line offer
3 concrete edits to increase sales clarity

Good bias

clearer beats clever
narrower beats vague
plain language beats jargon
believable promise beats inflated promise

Want to see if leoyeai/offer-positioning-auditor would activate on your phrasing? Try it before you install — no LLM call, no signup.

Other measured skills in the registry, with their headline benchmark lift.