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APIClaw — Amazon Seller Data Analysis · LeoYeAI | DecimalAI

researchby LeoYeAI

APIClaw — Amazon Seller Data Analysis

Amazon Product Research & Seller Analytics

Source LeoYeAI/openclaw-master-skills ↗License MIT

- Required: `APICLAW_API_KEY`

NewMaintained

Automatic

Sales & GTM pack

Last verified 7/26/2026

What it changes

4 of 23 test cases passed with the skill.

Pass-rate lift: —
Tokens: +371%
Agent turns: 0%
Response time: +176%

Model gemini-3.6-flashMeasured 7/26/2026v14 of 23 cases passed with skill · 4 comparable

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

Lift withheld: 4 comparable cases; this report requires 8.

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/amazon-product-research-seller-analytics/SKILL.md https://app.decimal.ai/s/amazon-product-research-seller-analytics/SKILL.md

Want it pinned and updatable? pip install "decimalai>=0.15", then decimalai skills add amazon-product-research-seller-analytics, 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/amazon-product-research-seller-analytics/ and pins it in .decimal/skills.lock

decimalai skills add amazon-product-research-seller-analytics

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

curl -fsSL --create-dirs -o .claude/skills/amazon-product-research-seller-analytics/SKILL.md https://app.decimal.ai/s/amazon-product-research-seller-analytics/SKILL.md

Raw file: /s/amazon-product-research-seller-analytics/SKILL.md ↗ · machine-readable summary at /s/amazon-product-research-seller-analytics.json ↗

Safety checks: 3 of 3 passed

Code scan CleanIntent PassedContent Clean

What's inside

The instructions your model reads when the skill loads.

SKILL.md422 lines9 filesincludes scripts

APIClaw — Amazon Seller Data Analysis

AI-powered Amazon product research. From market discovery to daily operations.

Language rule: Always respond in the user's language. If the user asks in Chinese, reply in Chinese. If in English, reply in English. The language of this skill document does not affect output language. All API calls go through scripts/apiclaw.py — one script, 5 endpoints, built-in error handling.

Credentials

Required: APICLAW_API_KEY
Scope: used only for https://api.apiclaw.io
Setup: Guide user to set the environment variable:
```
export APICLAW_API_KEY='hms_live_xxxxxx'
```
Fallback: The script also checks config.json in the skill root directory if the env var is not set.
Do NOT write keys to disk files. Always recommend the environment variable approach.
New keys may need 3-5 seconds to activate — if first call returns 403, wait 3 seconds and retry (max 2 retries).

File Map

File	When to Load
`SKILL.md` (this file)	Start here — covers 80% of tasks
`scripts/apiclaw.py`	Execute for all API calls (do NOT read into context)
`references/reference.md`	Need exact field names or filter parameter details
`references/scenarios-composite.md`	Comprehensive recommendations (2.10) or Chinese seller cases (3.4)
`references/scenarios-eval.md`	Product evaluation, risk assessment, review analysis (4.x)
`references/scenarios-pricing.md`	Pricing strategy, profit estimation, listing reference (5.x)
`references/scenarios-ops.md`	Market monitoring, competitor tracking, anomaly alerts (6.x)
`references/scenarios-expand.md`	Product expansion, trends, discontinuation decisions (7.x)
`references/scenarios-listing.md`	Listing writing, optimization, content creation (8.x)

Don't guess field names — if uncertain, load reference.md first.

Execution Mode

| Task Type | Mode | Behavior |

Track record

Benchmark

4 / 23

test cases passed with the skill

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 — 7/30/2026

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

LeoYeAI / openclaw-master-skills

skills/amazon-seller-research/SKILL.md

View on GitHub ↗

License MITImported 8/2/2026Version v1Bundled 8 files · scripts

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What's inside

APIClaw — Amazon Seller Data Analysis

Credentials

File Map

Execution Mode

Track record

Benchmark

Adoption

SkillSafety

Source

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