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Creative Production Playbook Skill · gtmagents | DecimalAI

productivityby gtmagents

Creative Production Playbook Skill

gtmagents/production-playbook

Source gtmagents/gtm-agents ↗License Apache-2.0

Use to convert creative briefs into actionable task plans with owners and SLAs.

SkillScore73Maintained

Automatic

Project Management pack

Last verified 8/23/2026

What it changes

Passed 16 of 22 test cases with the skill, and 12 of 22 without it.

Without skill55%

With skill73%

Checks it passed that the model alone missed

Includes capacity metrics in the reporting framework
Recommends pairing with a creative QA checklist before final sign-off
Maps out workstreams across design, copy, motion, dev, QA, and localization

and 1 more in the full report

4 fixed12 passed either way6 still failing0 broke

Pass-rate lift: +18 pp
Tokens: +7%
Agent turns: 0%
Response time: +7%

Model gemini-3.6-flashMeasured 8/23/2026v116 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-production-playbook/SKILL.md https://app.decimal.ai/s/gtmagents-production-playbook/SKILL.md

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

decimalai skills add gtmagents-production-playbook

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

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

Raw file: /s/gtmagents-production-playbook/SKILL.md ↗ · machine-readable summary at /s/gtmagents-production-playbook.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

Our design team is wrapping up final assets for the Enterprise Apex product launch and wants to green-light delivery to the media agency. What final verification step should be embedded right before green-lighting delivery?

What was checked, without and with the skill
Checked	Without skill	With skill
Recommends pairing with a creative QA checklist before final sign-off	Missed	Passed

case-09 · 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

Creative Production Playbook Skill

When to Use

Planning asset production across multiple channels or regions.
Coordinating internal + external resources (agencies, freelancers, localization vendors).
Tracking throughput, timelines, and blockers for GTM leadership.

Framework

Asset Breakdown – detail deliverables, formats, specs, and reuse opportunities.
Workstream Mapping – define design, copy, motion, dev, QA, localization workstreams.
Timeline + SLA – set draft/review/polish milestones with buffer times.
Resource Plan – assign talent, tools, budgets, and approval layers.
Reporting Hooks – embed status dashboards, capacity metrics, and risk alerts.

Templates

Workback schedule (table + Gantt view).
Project board column definitions + label taxonomy.
Weekly status brief template.

Tips

Group similar assets to accelerate production via modular components.
Include review gates with clear exit criteria to avoid churn.
Pair with creative-qa-checklist before green-lighting delivery.

Track record

Benchmark

16 / 22

test cases passed, vs 12 / 22 without

Adoption

Users: 1
Times used: 20

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/design-creative/skills/production-playbook/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/creative-brief-frameworkUse to structure concise creative briefs with goals, audience, and guardrails.Close match0 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

Creative Production Playbook Skill

When to Use

Framework

Templates

Tips

Track record

Benchmark

Adoption

SkillSafety

Source

Other skills for the same job

Related skills