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- 🛰️ Model Release Impact Mapper
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🛰️ Model Release Impact Mapper
Map sourced model, agent-platform, and protocol changes to the products, claims, permissions, fixtures, and cost evidence that need revalidation.
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🛰️ Model Release Impact Mapper
Example session with this skill installed
Use Model Release Impact Mapper with the included DeepSeek V4-Pro portfolio fixture. Map the release’s Responses API support, flexible reasoning effort, and dated pricing window against the declared products. Return JSON and Markdown; separate facts from inferred impact; do not claim a regression, compatibility, demand, or revenue.
- Read your context and instructions
- Compiled the model release impact
Model Release Impact Mapper
Posture: HOLD
Release: DeepSeek V4-Pro by DeepSeek (CN)
Impact coverage: 0/3 item-change pairs resolved
Prioritized retest queue
| Priority | Portfolio item | Change | Domain | Score |
|---|---|---|---|---|
| URGENT | LLM Usage Cost Attribution Reconciler | pricing-window | pricing | 13 |
| HIGH | JustHandled Agent Gateway | reasoning-effort | reasoning | 9 |
| HIGH | LLM Usage Cost Attribution Reconciler | responses-api | api-contract | 9 |
Findings
| Level | Code | Scope | Finding |
|---|---|---|---|
| BLOCK | LIVE_HIGH_RISK_REVALIDATION_PENDING | cost reconciler pricing window | Inferred revalidation obligation; no regression result is claimed. |
| WARN | CLAIM_REVALIDATION_REQUIRED | gateway reasoning contract | The buyer-facing claim intersects the documented release domain. |
| WARN | REVALIDATION_PENDING | Responses API fixture | Evidence remains unresolved. |
Boundaries
- Mapping identifies evidence-backed retest obligations; it does not prove regression, compatibility, safety, demand, or revenue.
- Omitted portfolio dependencies and claims remain outside the assessed scope.
- No provider adapter, paid model call, product mutation, publication, or price change is performed.
Result SHA-256: ee8255891a9dfa1a7815c4bc46dae97057dfe93f47c7e1e960c86fe51dd75a5c
Next steps
- Run each bounded revalidation.
- Attach evidence to the affected claims and artifacts.
- Keep those claims unconfirmed until the checks resolve.
Connects securely to your tools. The creator never sees your data.
About this skill
Know what actually needs revalidation
A new model, agent platform, or protocol release can invalidate compatibility claims, pricing tables, output contracts, permission assumptions, and fixtures across a portfolio before the owner knows which products are exposed.
What it does
- Maps owner-supplied, source-linked API, pricing, reasoning, authorization, tool, protocol, safety, and output-contract changes only to products with matching declared exposure.
- Produces a deterministic CLEAR, REVIEW, or HOLD portfolio posture and a prioritized item-by-change retest queue.
- Separates documented release facts from inferred impact and names affected claims, evidence gaps, artifacts, and permissions.
- Preserves CANNOT_ASSESS when semantic work lacks both a compatible runner state and runner-contract evidence.
- Writes JSON and Markdown reports with a stable SHA-256 receipt for repeated comparisons.
Designed for honest modernization
A mapped impact is a retest obligation, not proof of a regression. The package runs offline, makes no provider call, edits no product, and never treats release attention, deployment, testing, owner verification, or marketplace activity as demand or revenue.
Included
The package includes the SKILL.md workflow, a standard-library Python mapper, input-contract reference, DeepSeek V4-Pro fixture, generated example reports, and seven behavioral and failure-case tests.
How to install
Works the same in every agent - Claude, Cursor, Codex, Copilot and 20+ more.
- 1
Download the ZIP
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- 2
Unzip into your skills folder
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- 3
Ask your agent to use it
Restart the agent if it was already running. It picks the skill up automatically - no config needed.
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