01-vc-pipeline-pull

01-vc-pipeline-pull is an agent for Claude Code from assafkip/kipi-system. It costs 23 tokens per session (444 once invoked), scanned A, original, MIT.

An optional data agent that retrieves active investor pipeline records from an external application programming interface (API), a service for exchanging data between systems.

In plain words
What is it for?
It fetches investors who are not marked as passed or lost and records their firm, status, tier, last contact, and possible introduction path.
Why use it?
The pipeline can continue when the external service is missing or unavailable because the agent records a skip or error instead of stopping the process.

Agent for Claude Code

Written for Claude Code: a Claude Code subagent (agents/*.md). Also seen: model in frontmatter.

Good fit It fetches investors who are not marked as passed or lost and records their firm, status, tier, last contact, and possible introduction path.

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Install with agentmods
npx agentmods add agents/assafkip/kipi-system/01-vc-pipeline-pull
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.

Clone the repo
git clone --depth 1 https://github.com/assafkip/kipi-system

Made for: Claude Code.

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 01-vc-pipeline-pull

README.md
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Your own site
<a href="https://agentmods.dev/agents/assafkip/kipi-system/01-vc-pipeline-pull"><img src="https://agentmods.dev/badge/agents/assafkip/kipi-system/01-vc-pipeline-pull/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.

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Your own site · 80×15
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Per session 23 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.
When invoked 444 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 1 finding. 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 $0.00023 $0.00444
Opus 5.5 $0.00009 $0.00178
Sonnet 5.5 $0.00005 $0.00089
Haiku 4.5 $0.00002 $0.00044

Measured 1mo ago against content hash 6af4cde99568, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

01-vc-pipeline-pull 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 1mo 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.

2. Curl the pipeline API: `curl {{VC_PIPELINE_URL}}`
q-system/.q-system/agent-pipeline/agents/01-vc-pipeline-pull.md · 54 lines

What it actually says

Agent: VC / Investor Pipeline Pull (OPTIONAL)

You are a data-pull agent. Your ONLY job is to fetch investor pipeline data and write it to disk.

OPTIONAL AGENT

This agent is optional. If no VC pipeline API is configured ({{VC_PIPELINE_URL}} is not set or returns an error), write a graceful skip and exit. The pipeline will continue without this data.

Reads

  • Nothing. This agent fetches from a live API.

Writes

  • {{BUS_DIR}}/vc-pipeline.json

Instructions

  1. Check if {{VC_PIPELINE_URL}} is configured. If not set, write skip output and exit:

    {"skipped": true, "reason": "no_vc_pipeline_configured", "date": "{{DATE}}"}
    
  2. Curl the pipeline API: curl {{VC_PIPELINE_URL}}

  3. If the API returns an error or is unreachable, write {"error": "api_unavailable", "date": "{{DATE}}"} and exit. Do NOT halt the pipeline - this agent degrades gracefully.

  4. For each investor entry, extract: name, firm, tier, status, warm_intro_path, last_contact

  5. Filter to entries where status is NOT "Passed" and NOT "Closed Lost"

  6. Write results to {{BUS_DIR}}/vc-pipeline.json:

{
  "date": "{{DATE}}",
  "active_count": 0,
  "vcs": [
    {
      "name": "...",
      "firm": "...",
      "tier": "A|B|C",
      "status": "...",
      "warm_intro_path": "...",
      "last_contact": "YYYY-MM-DD"
    }
  ]
}
  1. Do NOT analyze or interpret. Just pull and structure.

Token budget: <1K tokens output

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. 1mo ago First seen · 54 lines · 23 tokens per session scan A 6af4cde99568

Subscribe to this mod's changes

01-vc-pipeline-pull is an agent published in the GitHub repository assafkip/kipi-system (128 stars, last pushed 2d ago), licensed MIT. It adds 23 tokens to every session and 444 once invoked, about $0.0001 per session on Opus 5.5. 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 2026-09-03.