enablement-impact-story

enablement-impact-story is a skill for Codex from nthnclrk/enablement-skills. It costs 81 tokens per session (917 once invoked), scanned A, original, MIT.

A leadership-ready summary of what a training or enablement initiative appears to have achieved, with financial return included only when the evidence supports it. ROI means return on investment: the benefit compared with the cost.

In plain words
What is it for?
Use it to report baseline and current results, describe limits and possible contributing factors, and calculate defensible ROI when costs, benefits, time period, and attribution are available.
Why use it?
It prevents observed changes from being presented as proven causes or financial returns when the comparison, costs, or other assumptions are incomplete.

Skill for Codex

Written for Codex: agents/openai.yaml present.

Good fit Use it to report baseline and current results, describe limits and possible contributing factors, and calculate defensible ROI when costs, benefits, time period, and attribution are available.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/nthnclrk/enablement-skills/enablement-impact-story
Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent
npx skills add nthnclrk/enablement-skills --skill enablement-impact-story
Clone the repo
git clone --depth 1 https://github.com/nthnclrk/enablement-skills

Made for: Codex.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for enablement-impact-story

README.md
[![agentmods](https://agentmods.dev/badge/skills/nthnclrk/enablement-skills/enablement-impact-story/github.svg)](https://agentmods.dev/skills/nthnclrk/enablement-skills/enablement-impact-story)
Your own site
<a href="https://agentmods.dev/skills/nthnclrk/enablement-skills/enablement-impact-story"><img src="https://agentmods.dev/badge/skills/nthnclrk/enablement-skills/enablement-impact-story/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for enablement-impact-story

Your own site · 80×15
<a href="https://agentmods.dev/skills/nthnclrk/enablement-skills/enablement-impact-story"><img src="https://agentmods.dev/badge/skills/nthnclrk/enablement-skills/enablement-impact-story.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 81 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 917 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00081 $0.00917
Opus 5 $0.00041 $0.00458
Sonnet 5 $0.00016 $0.00183
Haiku 4.5 $0.00008 $0.00092

Measured 13d ago against content hash 26baf6953538, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-12, from the pricing page.

Security

Grade A, and why

enablement-impact-story scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 13d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

skills/enablement-impact-story/SKILL.md · 72 lines

How it starts

The opening of the file, as written. The whole thing — 72 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Enablement impact story

Write the strongest story the evidence can carry, then name what you cannot claim yet. If leadership would have to walk the claim back next month, it is not done.

Fails. "The onboarding program delivered 4.2x ROI and caused the 9-point win-rate lift."

Passes. "Day-90 ramp rose 11 points for the Q1 cohort versus the prior two cohorts. Observed result only. We cannot claim causality or ROI: there is no comparison design, and incremental cost is incomplete."

If the user needs the KPI tree or instrumentation, use enablement-metrics-and-instrumentation first.

Confirm Inputs First

Ask only for the inputs that change the claim:

  1. Initiatives in scope and the decision this memo must support
  2. Baseline and current values, with population, definition, and period
  3. Known confounders and any comparison or counterfactual
  4. For financial ROI only: incremental cost, monetized benefit, time horizon, and the attributable share someone will defend

If financial inputs are incomplete, write an observed-results or contribution story. Do not label it ROI. Do not invent win rates, usage, or ROI.

Read The Right Reference

Read references/impact-story-template.md for claim-mode rules, the ROI method, and worked excerpts. Skip the ROI section unless the user asked for a financial claim and the required inputs are present.

Default Workflow

  1. Set the evidence boundary. What is measured, for whom, over which comparable periods. Done when every change claim uses one definition, one population, and one pair of windows.
  2. Choose the claim mode. Observed result, contribution, causal effect, or financial ROI. Pick the least assertive mode that still helps the decision. A pre/post change is an observed result. Do not upgrade it because the narrative would sound better.
  3. Separate movement from meaning. Show absolute and relative change. Then say what the numbers do and do not support. Put the caveat beside the claim, not in an appendix.
  4. Build the chain only as far as the evidence goes. Enablement action → behavior change → business outcome. Missing a link means the claim stops at the last supported step.
  5. Name what you cannot claim yet. Causality, ROI, segment generalization, or a monetized benefit. This section is required. It is the point of the skill.
  6. Calculate ROI only when the inputs are complete. Attributable benefit, total incremental cost, net benefit, range. Gross revenue or pipeline influenced is not economic benefit. Zero or missing cost blocks the calculation.
  7. Convert the story into a decision. Continue, adjust, or stop, with options and trade-offs a sponsor can take.

Read the full file on GitHub · 72 lines

Files

What ships with it

2 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 13d ago First seen · 72 lines · 81 tokens per session scan A 26baf6953538

Subscribe to this mod's changes

enablement-impact-story is a skill published in the GitHub repository nthnclrk/enablement-skills (13 stars, last pushed 23d ago), licensed MIT. It adds 81 tokens to every session and 917 once invoked, about $0.0004 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.

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