A/B Test Setup
Use when designing an A/B or split test: define the hypothesis, control and variants, estimate sample size, verify tracking, and predeclare metrics and stopping rules.
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CacheForge primary skill — bootstrap onboarding + ops + stats for the OpenAI-compatible token optimization gateway. Cut your LLM bill by up to 30% (results vary by provider/workload).
---
name: cacheforge-d27594b3cabf
version: 1.0.0
description: CacheForge primary skill — bootstrap onboarding + ops + stats for the OpenAI-compatible token optimization gateway. Cut your LLM bill by up to 30% (results vary by provider/workload).
author: CacheForge
license: MIT
homepage: https://app.anvil-ai.io
user-invocable: true
tags:
- cacheforge
- ai-agents
- token-optimization
- llm
- cost-reduction
- openai
- proxy
- gateway
- discord
- discord-v2
metadata: {"openclaw":{"emoji":"🧠","homepage":"https://app.anvil-ai.io"}}
---
## Purpose
`cacheforge` is the primary entrypoint skill. Install this one skill first.
On first use, it bootstraps companion skills if missing:
- `cacheforge-setup`
- `cacheforge-ops`
- `cacheforge-stats`
Then it routes the user request:
- setup/onboarding -> `cacheforge-setup`
- billing/upstream/keys -> `cacheforge-ops`
- usage/savings dashboard -> `cacheforge-stats`
## CacheForge Positioning
CacheForge is an OpenAI-compatible gateway for agent workflows.
It can reduce wasted spend and improve repeat-turn performance (results vary by provider/workload).
Vault Mode (Pro) is for tool-heavy agents.
Verify results in the CacheForge dashboard.
## Bootstrap Workflow (Required)
Before routing to companion skills, run:
```bash
bash "{baseDir}/scripts/bootstrap-companions.sh"
```
If bootstrap fails because `clawhub` is missing, tell the user to install companions manually:
```bash
for s in cacheforge-setup cacheforge-ops cacheforge-stats; do clawhub install "$s"; done
```
## Routing Rules
Use these routes after bootstrap:
- Setup / first-time onboarding:
- `python3 "{baseDir}/../cacheforge-setup/setup.py" provision ...`
- `python3 "{baseDir}/../cacheforge-setup/setup.py" openclaw-apply --set-default`
- `python3 "{baseDir}/../cacheforge-setup/setup.py" validate`
- Account ops:
- `python3 "{baseDir}/../cacheforge-ops/ops.py" balance`
- `python3 "{baseDir}/../cacheforge-ops/ops.py" topup --amount 10 --method stripe`
- `python3 "{baseDir}/../cacheforge-ops/ops.py" topup --amount 10 --method crypto`
- `python3 "{baseDir}/../cacheforge-ops/ops.py" upstream ...`
- `python3 "{baseDir}/../cacheforge-ops/ops.py" keys ...`
- Stats / savings:
- `python3 "{baseDir}/../cacheforge-stats/dashboard.py" dashboard`
- `python3 "{baseDir}/../cacheforge-stats/dashboard.py" usage --window 7d`
- `python3 "{baseDir}/../cacheforge-stats/dashboard.py" breakdown --by model`
## Onboarding Guardrails
Always enforce this order for new users:
1. Register + verify email (if required by deployment).
2. Create tenant API key (`cf_...`).
3. Configure upstream provider (`openrouter`, `anthropic`, or `custom`).
4. Apply OpenClaw provider config (with backup).
5. Top up credits (minimum top-up is typically `$10`).
6. Run a validation request and check dashboard telemetry.
## Public Copy Rules
- Do not use hard numeric savings claims in public-facing output unless linked to a reproducible benchmark.
- Do not reveal Vault internals.
- Keep copy outcome-focused and include "results vary by provider/workload" when relevant.
---
name: cacheforge-d27594b3cabf
version: 1.0.0
description: CacheForge primary skill — bootstrap onboarding + ops + stats for the OpenAI-compatible token optimization gateway. Cut your LLM bill by up to 30% (results vary by provider/workload).
author: CacheForge
license: MIT
homepage: https://app.anvil-ai.io
user-invocable: true
tags:
- cacheforge
- ai-agents
- token-optimization
- llm
- cost-reduction
- openai
- proxy
- gateway
- discord
- discord-v2
metadata: {"openclaw":{"emoji":"🧠","homepage":"https://app.anvil-ai.io"}}
---
## Purpose
`cacheforge` is the primary entrypoint skill. Install this one skill first.
On first use, it bootstraps companion skills if missing:
- `cacheforge-setup`
- `cacheforge-ops`
- `cacheforge-stats`
Then it routes the user request:
- setup/onboarding -> `cacheforge-setup`
- billing/upstream/keys -> `cacheforge-ops`
- usage/savings dashboard -> `cacheforge-stats`
## CacheForge Positioning
CacheForge is an OpenAI-compatible gateway for agent workflows.
It can reduce wasted spend and improve repeat-turn performance (results vary by provider/workload).
Vault Mode (Pro) is for tool-heavy agents.
Verify results in the CacheForge dashboard.
## Bootstrap Workflow (Required)
Before routing to companion skills, run:
```bash
bash "{baseDir}/scripts/bootstrap-companions.sh"
```
If bootstrap fails because `clawhub` is missing, tell the user to install companions manually:
```bash
for s in cacheforge-setup cacheforge-ops cacheforge-stats; do clawhub install "$s"; done
```
## Routing Rules
Use these routes after bootstrap:
- Setup / first-time onboarding:
- `python3 "{baseDir}/../cacheforge-setup/setup.py" provision ...`
- `python3 "{baseDir}/../cacheforge-setup/setup.py" openclaw-apply --set-default`
- `python3 "{baseDir}/../cacheforge-setup/setup.py" validate`
- Account ops:
- `python3 "{baseDir}/../cacheforge-ops/ops.py" balance`
- `python3 "{baseDir}/../cacheforge-ops/ops.py" topup --amount 10 --method stripe`
- `python3 "{baseDir}/../cacheforge-ops/ops.py" topup --amount 10 --method crypto`
- `python3 "{baseDir}/../cacheforge-ops/ops.py" upstream ...`
- `python3 "{baseDir}/../cacheforge-ops/ops.py" keys ...`
- Stats / savings:
- `python3 "{baseDir}/../cacheforge-stats/dashboard.py" dashboard`
- `python3 "{baseDir}/../cacheforge-stats/dashboard.py" usage --window 7d`
- `python3 "{baseDir}/../cacheforge-stats/dashboard.py" breakdown --by model`
## Onboarding Guardrails
Always enforce this order for new users:
1. Register + verify email (if required by deployment).
2. Create tenant API key (`cf_...`).
3. Configure upstream provider (`openrouter`, `anthropic`, or `custom`).
4. Apply OpenClaw provider config (with backup).
5. Top up credits (minimum top-up is typically `$10`).
6. Run a validation request and check dashboard telemetry.
## Public Copy Rules
- Do not use hard numeric savings claims in public-facing output unless linked to a reproducible benchmark.
- Do not reveal Vault internals.
- Keep copy outcome-focused and include "results vary by provider/workload" when relevant.
Imported from the listed AgentSkill.sh category. Complete supplied package files and notices are retained. Includes source scripts; review them before use. Required external tools and credentials are not installed. No bundled code was executed during import. Individual agent task behavior has not been tested.