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.
npx skills add nostrband/ServiceGraph --skill find-management-consultantgit clone --depth 1 https://github.com/nostrband/ServiceGraphWrote 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/nostrband/servicegraph/find-management-consultant)<a href="https://agentmods.dev/skills/nostrband/servicegraph/find-management-consultant"><img src="https://agentmods.dev/badge/skills/nostrband/servicegraph/find-management-consultant/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/nostrband/servicegraph/find-management-consultant"><img src="https://agentmods.dev/badge/skills/nostrband/servicegraph/find-management-consultant.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 | $0.00204 | $0.02834 |
| Opus 5 | $0.00102 | $0.01417 |
| Sonnet 5 | $0.00041 | $0.00567 |
| Haiku 4.5 | $0.00020 | $0.00283 |
Grade A, and why
find-management-consultant scanned grade A with 1 finding 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 11d 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.
Makes network callslowCapability
Not a fault in itself. Listed so you know the mod talks to something, and to what.
Any HTTP client works (curl, fetch, requests). Examples below use curl. How it starts
The opening of the file, as written. The whole thing — 234 lines — stays where its author put it; the contents beside it link to each section on GitHub.
find-management-consultant
Drive the ServiceGraph API (https://api.servicegraph.co) to find,
shortlist, and enrich US management consulting firms via the
pro_services dataset. The catalog tags firms with
industry:management_consulting and a 7-tag service sub-taxonomy:
strategy-consulting, operations-consulting, executive-coaching,
leadership-development, organizational-development,
pmo-project-management, sales-revenue-consulting.
Always pin industry:management_consulting. Sub-services are
structured service_provided tags — confirm exact names via
/v1/datasets/pro_services/fields?include_values=1.
Any HTTP client works (curl, fetch, requests). Examples below use curl.
When NOT to use this skill
- "Help me build a strategy / write a plan / make a recommendation" — do-the-work, not procurement.
- In-house strategy/operations hires (Chief Strategy Officer, COO).
- Life or career coaching for an individual — the catalog's
executive-coachingtag is for B2B (the firm hires the coach for their executives), not for the user themselves. - Framework explanations (Lean vs Agile, Porter's Five Forces).
- MBA program questions, academic research.
- Non-US firms / individual freelance consultants.
MCP server (preferred for authed calls)
If your harness has the ServiceGraph MCP server loaded (tools
containing servicegraph), prefer those — OAuth 2.1 + PKCE keeps the
token in the harness sandbox. Otherwise use the REST flow below.
API surface (dataset id: pro_services)
Every endpoint requires the bearer (Authorization: Bearer vk_…).
No anonymous tier.
| Endpoint | Cost | Use it for |
|---|---|---|
GET /v1/datasets/pro_services/fields[?include_values=1] |
free | Confirm management_consulting industry value and sub-tag names. |
GET /v1/datasets/pro_services/check?filter=… |
free | Validate filter. |
POST /v1/datasets/pro_services/translate-intent |
free | {intent} → DSL filter + sanity count. |
GET /v1/datasets/pro_services/search?filter=…&limit= |
free | Brief firm cards + per-row unlock hint + total. |
GET /v1/datasets/pro_services/:apex |
free | One row brief; detail only if unlocked. |
POST /v1/datasets/pro_services/unlocks |
10 credits / firm | {apexes:[...]} ≤100; atomic; 30-day TTL on detail. |
GET /v1/me/credits |
free | Balance. |
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.
- 11d ago First seen · 234 lines · 204 tokens per session scan A f08bfa8e5f4d
find-management-consultant is a skill published in the GitHub repository nostrband/ServiceGraph (62 stars, last pushed 3mo ago), licensed MIT. It adds 204 tokens to every session and 2,834 once invoked, about $0.0010 per session on Opus 5. A static security scan graded it A with 1 finding (makes network calls). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
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