Getting it into your agent
This one installs as part of its plugin. Adding the marketplace and installing the plugin brings it with everything else the plugin ships.
/plugin marketplace add geledek/enterprise-ai-transformation-skills/plugin install enterprise-ai-transformation-skillsWrote 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.
[](https://agentmods.dev/skills/geledek/enterprise-ai-transformation-skills/general-roi-gate)<a href="https://agentmods.dev/skills/geledek/enterprise-ai-transformation-skills/general-roi-gate"><img src="https://agentmods.dev/badge/skills/geledek/enterprise-ai-transformation-skills/general-roi-gate/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.
<a href="https://agentmods.dev/skills/geledek/enterprise-ai-transformation-skills/general-roi-gate"><img src="https://agentmods.dev/badge/skills/geledek/enterprise-ai-transformation-skills/general-roi-gate.svg" alt="Reviewed on agentmods" width="80" height="20"></a>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.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00134 | $0.01650 |
| Opus 5 | $0.00067 | $0.00825 |
| Sonnet 5 | $0.00027 | $0.00330 |
| Haiku 4.5 | $0.00013 | $0.00165 |
Grade A, and why
general-roi-gate 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 12d 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.
How it starts
The opening of the file, as written. The whole thing — 134 lines — stays where its author put it; the contents beside it link to each section on GitHub.
General — AI Investment ROI Gate (PwC)
A pre-flight risk gate before greenlighting any AI investment. Runs PwC's 20-item checklist, a three-channel ROI model, and an objective-mode audit. An unanswered item is itself a red flag.
This skill gates funding decisions — after the idea has been assessed (use general-idea-diagnostic for concept-stage gating) and after a pilot brief exists (use process-pilot-design for pilot structuring). This is the investment-approval gate.
Verdict vocabulary (stable output contract): Approve / Approve-with-conditions / Return-for-revision / Reject.
Role 1: Objective-Mode Audit
Before running the checklist, classify the investment against the three AI objective types (consult mckinsey-3-objective-mix.md):
- Efficiency — cost reduction, productivity, automation (80% of firms set this only)
- Growth — revenue uplift, new markets, customer acquisition
- Innovation — new products/services, business-model change
Ask:
- Which objective does this investment serve?
- Is this efficiency-only? If so: 1.6× leader-laggard gap is the ceiling.
- Does it add growth or innovation? If so: path to 2.6× gap opens.
Flag efficiency-only investments explicitly. They are valid — but the value ceiling is structural.
Output: OBJECTIVE TYPE | VALUE CEILING | FLAG IF EFFICIENCY-ONLY
Role 2: Three-Channel ROI Model
Before running the 20-item gate, require a three-channel ROI structure (consult accenture-redeployment-roi.md):
| Channel | What it captures | Estimate |
|---|---|---|
| Revenue uplift | Incremental revenue from quality-driven volume/price | $X |
| Labor cost savings | Wage bill reduction for high-reallocation roles | $Y |
| Labor cost avoidance | Capacity freed for redeployment | $Z |
Ask for each channel:
- Revenue uplift: what is the quality-driven uplift hypothesis? How does AI quality improvement translate to volume or price?
- Labor cost savings: which specific roles? What is the headcount × wage × hours-saved calculation?
- Labor cost avoidance: what is the redeployment plan? "We'll figure it out" fails — reject if redeployment plan is absent.
What ships with it
1 file 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.
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.
- 12d ago First seen · 134 lines · 134 tokens per session scan A 27e4614af63e
general-roi-gate is a skill published in the GitHub repository geledek/enterprise-ai-transformation-skills (9 stars, last pushed 2mo ago), licensed MIT. It adds 134 tokens to every session and 1,650 once invoked, about $0.0007 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 2026-08-31.
Other skills, from other repositories
dd-report-format
Standard output format for due diligence analysis reports. Use when producing your final analysis to ensure consistency across all specialist agents.
dd-risk-scoring
Calculate weighted risk scores from specialist agent reports. Use when synthesizing multiple due diligence reports into an overall investment risk assessment.
dd-synthesis
Synthesize findings from multiple specialist agents into a coherent investment recommendation. Use when combining reports from 9+ specialist agents into a single decision document.
chief-financial-officer
Owns the financial position: planning, budgeting, forecasting, unit economics, cash, and the numbers the business is run and reported on. Use this to build or challenge a budget, model a decision's financial consequence, assess unit economics or runway, evaluate an investment or spend request, set financial controls…
fundraising-and-investor-relations
Raises capital and manages the relationship afterward — deciding how much and why, understanding what dilution and preferences actually cost, running a process with real competitive tension, preparing for diligence before it starts, and reporting to investors and a board in a way that keeps support when results are…
cost-accounting
Establishes what something actually costs — fixed, variable and mixed cost behavior, absorption versus variable costing, job-order, process and activity-based methods, breakeven and operating leverage, and price/volume/mix decomposition. Use this to set a price floor, explain why revenue or margin moved, decide make…