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 aatirar/voc-claude-skills --skill voc-source-customgit clone --depth 1 https://github.com/aatirar/voc-claude-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/aatirar/voc-claude-skills/voc-source-custom)<a href="https://agentmods.dev/skills/aatirar/voc-claude-skills/voc-source-custom"><img src="https://agentmods.dev/badge/skills/aatirar/voc-claude-skills/voc-source-custom/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/aatirar/voc-claude-skills/voc-source-custom"><img src="https://agentmods.dev/badge/skills/aatirar/voc-claude-skills/voc-source-custom.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 | $0.00083 | $0.01390 |
| Opus 5 | $0.00042 | $0.00695 |
| Sonnet 5 | $0.00017 | $0.00278 |
| Haiku 4.5 | $0.00008 | $0.00139 |
Grade A, and why
voc-source-custom 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 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.
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 — 138 lines — stays where its author put it; the contents beside it link to each section on GitHub.
/voc-source-custom — Bring Your Own Source
The pipeline does not care where a signal came from. It cares that the signal arrives in a known shape with honest metadata. This skill is the on-ramp for everything the dedicated source skills do not cover.
Common uses: NPS and survey open-text, support tickets, CRM email threads, community and forum posts, churn exit interviews, app store reviews, sales-lost reason fields, win/loss interviews.
Requires
| What | Value |
|---|---|
| Access | An MCP server, an API you can call from Bash, or an export file |
| Config | context/product-context.md → custom_sources |
| Cost | Depends on the source. Most are free. |
The contract
Every signal file written anywhere under outputs/voc/sources/ must have this shape. Get this
right and everything downstream works without modification.
{
"channel": "survey",
"verbatim": "exact text as the customer wrote or said it",
"fidelity": "verbatim",
"company": "Northwind Trading",
"speaker_role": "Operations Director",
"date": "2026-04-22",
"signal_type": "pain",
"source_link": "https://...",
"source_file": "outputs/voc/sources/survey/raw-2026-04-22.json",
"notes": "NPS detractor, score 4"
}
| Field | Rule |
|---|---|
channel |
A new, distinct name. This is what the confirmation rule counts. Do not reuse an existing channel name for a different source — and do not invent two names for the same source, which manufactures false corroboration. |
verbatim |
Exact. No cleanup. |
fidelity |
verbatim or summarized. Be honest; /voc-dispatch gates testimonial use on it. |
company |
null if unknown. Becomes tier U. That is fine. |
date |
When the customer said it, not when you exported it. |
signal_type |
pain | request | praise | objection | competitive | churn_reason |
Execution
Step 1 — Register the source
Add it to custom_sources in your context file:
custom_sources:
- name: nps
channel: survey
method: api # api | mcp | file
endpoint: "https://api.example.com/responses"
auth_env: SURVEY_API_KEY
text_field: comment
date_field: submitted_at
filter: "score <= 6"
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 · 138 lines · 83 tokens per session scan A ea40105c843b
voc-source-custom is a skill published in the GitHub repository aatirar/voc-claude-skills (0 stars, last pushed 25d ago), licensed MIT. It adds 83 tokens to every session and 1,390 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 2026-08-31.
Other skills, from other repositories
bdr-enablement-generator
Generates account research briefs, personalized outreach sequences, persona-specific talk tracks, and objection handling frameworks for B2B SaaS BDR teams. Use when preparing BDR outreach for target accounts, building prospecting sequences, creating call scripts, developing objection responses, onboarding new BDRs, or…
competitive-battlecard-generator
Generates and maintains competitive battlecards from win/loss data, competitor intel, G2 reviews, and sales feedback. Use when building battlecards for a specific competitor, updating existing battlecards with new intel, preparing BDRs or AEs for competitive deals, analyzing win/loss patterns against a competitor, or…
marketing-ops-sop-generator
Generates standard operating procedures for B2B SaaS marketing operations: campaign naming conventions, UTM governance, tool administration, workflow QA, data hygiene, lead routing, and incident response playbooks. Use when setting up or auditing marketing ops processes, onboarding a new marketing ops hire…
abm-program-orchestrator
End-to-end ABM program design and orchestration for B2B SaaS mid-market and enterprise motions. Use when building a target account list, designing account tiering criteria, planning ABM channel orchestration, coordinating BDR outreach with marketing campaigns, defining ABM measurement frameworks, or running an ABM…
ceo-monthly-revenue-report-generator
Generates the monthly revenue-accountable marketing report that B2B SaaS marketing leaders deliver to CEOs, CFOs, executive teams, and boards. Use when preparing the monthly CEO report, drafting the marketing section of a board deck, defending budget decisions, diagnosing pipeline gaps, or transitioning marketing from…
account-research-brief-generator
Generates sourced, BDR-ready account research briefs for named target accounts in B2B SaaS ABM and outbound motions. Use after a target account list is built and before outreach sequences are written. Best for Tier 1, Tier 2, and intent-qualified accounts where BDRs need a clear "why this account, why now, why this…