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Benefits Realization Agent Skill

Ensures projects deliver the value they were approved on — defining measurable benefits, baselining, tracking after delivery, and honest post-implementation review. Use this to define benefits for a business case, set a baseline, track whether value actually landed, or run a post-implementation review that produces something useful.

781 tokens
context cost
the whole folder, loaded on every use
1
files
instructions only
0
copies elsewhere
how many repositories repackaged it
220
stars on the repo
on the repository, not the skill itself

Install

one command, takes just this skill from the repository
npx skills add https://github.com/cbrock84/headcount --skill benefits-realization

The instruction itself

6 sections, as written by the author

Benefits realization

Projects are approved on promised benefits and closed on delivered scope. The gap between those two

sentences is why organizations repeat expensive mistakes with confidence.

Define benefits so they can be disproved

A benefit that cannot fail to be claimed is not a benefit. Each needs a measure, a current baseline,

a target, a date by which it should appear, and an owner who is accountable after the project

closes — usually the operational owner, not the project manager, who has moved on.

Distinguish honestly:

  • Cashable — the budget actually reduces. Someone can point at the line.
  • Non-cashable — time is released. Real, but only becomes value if that time is redeployed to

something that matters, which is a separate management act nobody schedules.

  • Cost avoidance — a future cost does not occur. Legitimate and unverifiable, so treat claims

sceptically.

  • Non-financial — risk reduction, compliance, experience. Often the actual reason. Say so rather

than manufacturing a financial number nobody believes.

The most common failure is a business case padded with non-cashable savings presented as though the

budget will fall. It will not, and the credibility loss lands on the next case.

Baseline before you change anything

A baseline captured after go-live is not a baseline. Measure first, and record how it was measured —

by the time anyone checks, the method will be disputed and nobody will remember.

Tracking happens after the project ends

Benefits appear months after delivery, when the project team has dispersed and attention has moved.

This is precisely why it does not happen, and why it needs to be owned by the operational line and

scheduled at approval rather than intended.

Set review points at meaningful intervals — ninety days, six months, a year — and hold them

regardless of what the answer looks like.

Post-implementation review worth the hour

Two questions: did the benefits appear, and would we make the same decision knowing what we now know?

Include estimation accuracy, since the systematic bias in an organization's estimates is one of the

most useful things it can know about itself and is discoverable only by looking back.

Make it non-punitive or it will produce nothing true. A review that damages careers produces reviews

that say the project was a success. Feed the findings back to

pmo:portfolio-governance and finance:capital-allocation, which are where the next set of

approvals gets made.

Never

  • Approve a case whose benefits have no owner after the project closes.
  • Present non-cashable savings as budget reduction.
  • Baseline after implementation.
  • Run a review that punishes honesty.

How to use it

Copy the folder

Take cbrock84/benefits-realization from the repository into ~/.claude/skills for personal use, or into .claude/skills inside a project.

Check the name does not clash

The agent identifies a skill by the name field in its header. Two skills with the same name cannot sit side by side — one of them will be ignored.