ai-agent-commercial-operations
SolidUse when pricing, billing, refunding, recognizing revenue, or packaging commercial terms for agentic AI services and outcomes.
AI & Automation 25 stars
6 forks Updated 3 days ago MIT
Install
Quality Score: 85/100
Stars 20%
Recency 20%
Frontmatter 20%
Documentation 15%
Issue Health 10%
License 10%
Description 5%
Skill Content
# AI Agent Commercial Operations
## Operating contract
## Inputs
| Input | Required | Purpose |
|---|---|---|
| Domain evidence | yes | offer catalogue, pricing metric, usage ledger, contract terms, refund policy, and accounting jurisdiction |
## Outputs
- Produce: priced offer, billing rules, refund decision matrix, revenue-treatment handoff, and commercial control register.
## Capability and permission boundaries
Default to read-only analysis. Read only scoped records; redact secrets and regulated data. Writes, execution, network calls, production configuration, customer communication, billing changes, and delegation require explicit authority and an identified owner. Never widen tenant, time-window, or system scope implicitly.
## Degraded mode
When required telemetry, evidence, execution, network access, or write authority is unavailable, return a partial result with each unassessed item labelled, preserve the safest existing state, and state the evidence or approval needed to continue. Never convert missing evidence into a pass.
## Decision rules
| Condition | Action |
|---|---|
| Scope, owner, or threshold is missing | Stop the affected decision and request it |
| Evidence is incomplete but read-only analysis is safe | Produce a qualified partial result and gap list |
| A mutation exceeds authority or tenant boundary | Block it and route for approval |
| Evidence meets the stated threshold | Issue the output with provenance and owner |
## Anti-Patterns
- Tre...
Details
- Author
- peterbamuhigire
- Repository
- peterbamuhigire/chwezi-dev-engine
- Created
- 7 months ago
- Last Updated
- 3 days ago
- Language
- HTML
- License
- MIT
Integrates with
Similar Skills
Semantically similar based on skill content — not just same category
AI & Automation Solid
ai-agent-sla-and-customer-commitments
Use when defining agent SLAs, customer commitments, SLA dashboards, credits, support promises, and service evidence for agentic AI products.
25 Updated 3 days ago
peterbamuhigire AI & Automation Solid
ai-cost-and-metering
Use when modeling, metering, attributing, billing, or controlling AI usage costs across tenants, plans, features, providers, and agent workloads.
25 Updated 3 days ago
peterbamuhigire AI & Automation Solid
ai-agent-observability-evaluation
Use when measuring, evaluating, replaying, evidencing, or tracking success for AI agent tasks, steps, traces, and outcomes.
25 Updated 3 days ago
peterbamuhigire