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Context Engine — Shared Marketing Intelligence · indranilbanerjee | DecimalAI

marketingby indranilbanerjee

Context Engine — Shared Marketing Intelligence

indranilbanerjee/context-engine

Source indranilbanerjee/digital-marketing-pro ↗License MIT

Load brand context for marketing tasks.

SkillScore88Maintained

Automatic

Marketing & Content pack

Last verified 8/17/2026

What it changes

Passed 21 of 24 test cases with the skill, and 8 of 24 without it.

Without skill33%

With skill88%

Checks it passed that the model alone missed

Inspect target_markets field
Reference eu-code-of-practice.md
Reference india-market-context.md

and 12 more in the full report

13 fixed8 passed either way3 still failing0 broke

Pass-rate lift: +54 pp
Tokens: +168%
Agent turns: 0%
Response time: -39%

Model gemini-3.6-flashMeasured 8/17/2026v1 · latest is v221 of 24 cases passed with skill

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

This benchmark measured an earlier version of the skill.

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/indranilbanerjee-context-engine/SKILL.md https://app.decimal.ai/s/indranilbanerjee-context-engine/SKILL.md

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

decimalai skills add indranilbanerjee-context-engine

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

curl -fsSL --create-dirs -o .claude/skills/indranilbanerjee-context-engine/SKILL.md https://app.decimal.ai/s/indranilbanerjee-context-engine/SKILL.md

Raw file: /s/indranilbanerjee-context-engine/SKILL.md ↗ · machine-readable summary at /s/indranilbanerjee-context-engine.json ↗

Safety checks: 3 of 3 passed

Code scan CleanIntent PassedContent Clean

See it in action

One of 13 test cases the skill fixed. Same model, same prompt, with and without the skill.

1 of 13

Prompt

In which specific JSON file under the brand directory are strategic marketing insights and learnings persisted?

What was checked, without and with the skill
Checked	Without skill	With skill
Specify path ~/.claude-marketing/brands/{slug}/insights.json	Missed	Passed

case-13 · gemini-3.6-flash · 8/17/2026 · answers are capped and redacted

What's inside

The instructions your model reads when the skill loads.

SKILL.md236 linessingle file

Context Engine — Shared Marketing Intelligence

Script location. If your host does not set ${CLAUDE_PLUGIN_ROOT}, the scripts are in this plugin's scripts/ folder, next to skills/. Run them with Python 3.10 or newer: python, or python3 where python is not found (macOS, many Linux systems).

When to Use This Skill

User is setting up a new brand or project for marketing
User switches between brands/clients (agency use case)
Any other marketing skill needs brand context, industry data, compliance rules, or platform specs
User asks about industry benchmarks, platform requirements, or regulatory compliance

Required Context

This skill loads and manages:

Brand Profile — identity, voice, audiences, competitors, goals (from ~/.claude-marketing/brands/)
Industry Profiles — benchmarks, KPIs, channel effectiveness per industry (see industry-profiles.md)
Compliance Rules — geographic privacy laws + industry regulations (see compliance-rules.md)
Platform Specs — character limits, image sizes, algorithm signals per platform (see platform-specs.md)
Scoring Rubrics — standardized evaluation criteria for all content types (see scoring-rubrics.md)

Brand Profile Management

Loading a Brand

Check ~/.claude-marketing/brands/_active-brand.json for the currently active brand
If active brand exists, load ~/.claude-marketing/brands/{slug}/profile.json
If no active brand, prompt: "No active brand configured. Run /digital-marketing-pro:brand-setup to create one, or tell me about your brand and I'll help set it up."

Brand Profile Schema

{
  "brand_name": "",
  "brand_slug": "",
  "created_at": "",
  "updated_at": "",
  "schema_version": "1.0.0",
  "identity": {
    "tagline": "",
    "mission": "",

Track record

Benchmark

21 / 24

test cases passed, vs 8 / 24 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 v6 — 10/17/2026

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

indranilbanerjee / digital-marketing-pro

skills/context-engine/SKILL.md

View on GitHub ↗

License MITImported 10/17/2026Version v2

Other skills for the same job

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

Context Engine — Shared Marketing Intelligence

When to Use This Skill

Required Context

Brand Profile Management

Loading a Brand

Brand Profile Schema

Track record

Benchmark

Adoption

SkillSafety

Source

Other skills for the same job

Related skills