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Waterfall Blueprint Skill · gtmagents | DecimalAI

sales supportby gtmagents

Waterfall Blueprint Skill

gtmagents/waterfall-blueprint

Source gtmagents/gtm-agents ↗License Apache-2.0

Use to design provider sequences, throttling logic, and credit policies for enrichment waterfalls.

SkillScore68Maintained

Automatic

Sales & GTM pack

Last verified 8/23/2026

What it changes

Passed 15 of 22 test cases with the skill, and 13 of 22 without it.

Without skill59%

With skill68%

Checks it passed that the model alone missed

Specifies provider success rates in the provider evaluation matrix.
Recommends pairing the waterfall blueprint with a provider scorecard framework.
Includes a change log with fields for owners, rationale, approvals, and effective dates.

and 2 more in the full report

4 fixed11 passed either way5 still failing2 broke

Pass-rate lift: +9 pp
Tokens: -12%
Agent turns: 0%
Response time: -18%

Model gemini-3.6-flashMeasured 8/23/2026v115 of 22 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/gtmagents-waterfall-blueprint/SKILL.md https://app.decimal.ai/s/gtmagents-waterfall-blueprint/SKILL.md

Want it pinned and updatable? pip install "decimalai>=0.15", then decimalai skills add gtmagents-waterfall-blueprint, 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/gtmagents-waterfall-blueprint/ and pins it in .decimal/skills.lock

decimalai skills add gtmagents-waterfall-blueprint

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

curl -fsSL --create-dirs -o .claude/skills/gtmagents-waterfall-blueprint/SKILL.md https://app.decimal.ai/s/gtmagents-waterfall-blueprint/SKILL.md

Raw file: /s/gtmagents-waterfall-blueprint/SKILL.md ↗ · machine-readable summary at /s/gtmagents-waterfall-blueprint.json ↗

Safety checks: 3 of 3 passed

Code scan CleanIntent PassedContent Clean

See it in action

One of 4 test cases the skill fixed. Same model, same prompt, with and without the skill.

1 of 4

Prompt

I am designing a company firmographic enrichment pipeline for both real-time lead capture forms and batch historical cleaning. Please produce a structured waterfall blueprint with defined goals/SLA, provider routing table, exception safeguards, and a formal change tracking section.

What was checked, without and with the skill
Checked	Without skill	With skill
Includes a change log with fields for owners, rationale, approvals, and effective dates.	Missed	Passed
Specifies provider success rates in the provider evaluation matrix.	Missed	Passed
Differentiates routing sequence length between real-time lead capture and batch mode workflows.	Passed	Passed

case-03 · 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.md25 linessingle file

Waterfall Blueprint Skill

When to Use

Building contact/company enrichment workflows across multiple providers.
Updating fallback rules after provider outages or cost shifts.
Documenting waterfall logic for RevOps + engineering handoffs.

Framework

Goal & Constraints – define enrichment type, data requirements, credit ceiling, SLA.
Provider Catalog – list eligible providers with success %, latency, compliance notes.
Routing Logic – determine sequence, branching, and retry intervals.
Safeguards – set throttles, dedupe checks, and exception triggers.
Versioning – log changes, approvals, and effective dates.

Templates

Waterfall diagram (sequence, inputs, outputs, fallback paths).
Routing table (provider, criteria, cost, notes).
Change log with owners + rationale.

Tips

Keep sequences short for real-time use cases; reserve long chains for batch mode.
Use A/B tests to validate new providers before full rollout.
Pair with provider-scorecard to continuously optimize routing.

Track record

Benchmark

15 / 22

test cases passed, vs 13 / 22 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

gtmagents / gtm-agents

plugins/data-signal-enrichment/skills/waterfall-blueprint/SKILL.md

View on GitHub ↗

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

Other skills for the same job

Published skills whose descriptions closely match this one, with their headline benchmark lift.

gtmagents/provider-scorecardUse to track enrichment provider success, cost, latency, and quality trends.Close match-25 pp pass-rate lift

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

Ready to supercharge your AI agents?

See it in action

What's inside

Waterfall Blueprint Skill

When to Use

Framework

Templates

Tips

Track record

Benchmark

Adoption

SkillSafety

Source

Other skills for the same job

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