mirror of https://github.com/magnus919/agent-skills.git synced 2026-09-11 19:47:12 +03:00

Files

T

Magnus HedemarkandGitHub 94b7231147 feat: add AI operating economics skill (#368 )

* feat: add AI operating economics skill

Add an evidence-led methodology for evaluating AI workflow value, cost, worker effects, quality guardrails, and authority expansion. Includes research references, durable decision templates, and six eval cases. AI assistance: Jasper, on behalf of Magnus Hedemark.

Signed-off-by: Magnus Hedemark <magnus919@pm.me>

* fix: resolve AI economics review findings

Align section numbering, evidence-language examples, and intervention-mode terminology identified by the exact-head review.

Signed-off-by: Magnus Hedemark <magnus919@pm.me>

---------

Signed-off-by: Magnus Hedemark <magnus919@pm.me>

2026-08-21 13:53:49 -04:00

1.6 KiB

Raw Blame History

AI Economics Review

Use this template for an executive, portfolio, experiment, launch, or lifecycle review that consumes one or more AI initiative evidence records.

Review header

Review purpose:
Review date:
Operating mode: lightweight / high-assurance
Accountable decision-maker:
Records reviewed:
Decision deadline or trigger:

Executive decision

Disposition: scale / constrain / redesign / hold / retire / exception
Decision in one sentence:
Approved population and workflow:
Approved authority:
Budget or cost boundary:
Review trigger:

Evidence summary

Dimension	What was observed	Confidence/class	Material caveat	Owner
Workflow outcome
Quality and safety
Worker/user/customer effect
Adoption and substitution
Marginal economics
Fully loaded economics
Reliability and operations
Governance and authority

Slices that change the decision

Slice	Result	Why it matters	Required response

Evidence gaps and exceptions

Gap or exception	Consequence if wrong	Owner	Control or containment	Revisit date/trigger

Options and trade-offs

Option	Value evidence	Cost	Quality/worker/user effects	Authority and reversibility	Recommendation

Decision record

Why this disposition is justified:
What would falsify or reverse it:
What will not be claimed:
Next action:
Named owner:
Verification evidence required before the next authority or investment step:

1.6 KiB Raw Blame History