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Adding AI Providers to Claude Council — measured AI agent skill | DecimalAI

hex/provider-integration

NewSkillScoreMaintained

Adds new AI providers to claude-council, configures provider API settings, troubleshoots provider connections, and documents the provider script interface. Covers creating provider shell scripts, setting API keys, and validating connectivity. Triggers on "add provider", "new AI agent", "provider not working", "API configuration", or "extend council".

agent-toolingby hex

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

Automatic

AI Engineer pack

1 · One-time — install the CLI (docs ↗)

pip install decimalai

2 · Get the skill — writes .claude/skills/hex-provider-integration/SKILL.md

decimalai skills pull hex-provider-integration --out .claude/skills/

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

curl -fsSL --create-dirs -o .claude/skills/hex-provider-integration/SKILL.md https://app.decimal.ai/s/hex-provider-integration/SKILL.md

Raw file: /s/hex-provider-integration/SKILL.md ↗ · machine-readable summary at /s/hex-provider-integration.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 3h ago

Yes — +61% lift-36% tokens0% turns96% of whole cases pass with skill (22/23)

Test case	Without → With	Effect	Δ tokens	Δ turns
case-01	✗→✓	▲ Improved	-31%	0%
case-03	✗→✓	▲ Improved	-39%	0%
case-04	✗→✓	▲ Improved	-60%	0%
case-05	✗→✓	▲ Improved	-77%	0%
case-06	✗→✓	▲ Improved	-56%	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 — 8/3/2026

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

hex / claude-council

skills/provider-integration/SKILL.md

View on GitHub ↗

License MITImported 8/3/2026Version v1

Skill contents

SKILL.md

Adding AI Providers to Claude Council

Provider Script Interface

Each provider is a shell script in scripts/providers/ that:

Accepts a prompt as the first argument
Outputs the AI response to stdout
Exits 0 on success, non-zero on failure

Quick Start

Create scripts/providers/{name}.sh (see api-patterns.md for templates)
chmod +x scripts/providers/{name}.sh
Set {NAME}_API_KEY environment variable
Test: ./scripts/providers/{name}.sh "Hello"

Current Providers

| Provider | API Key Variable | Default Model | |----------|------------------|---------------| | Gemini | GEMINI_API_KEY | gemini-3.1-pro-preview | | OpenAI | OPENAI_API_KEY | gpt-5.6-sol | | Grok | XAI_API_KEY (or GROK_API_KEY) | grok-4.5 | | Perplexity | PERPLEXITY_API_KEY | sonar-reasoning-pro | | Kimi | KIMI_API_KEY | kimi-k3 | | Ollama | none (local) | first model ollama list shows |

Troubleshooting

Not discovered: Check API key is set and script is executable
API errors: Verify key, check rate limits, confirm model name
Parse fails: Add echo "$RESPONSE" to debug, check response format

Reference

For API patterns and code templates, see api-patterns.md in this directory.

Want to see if hex/provider-integration 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.