idea-pipeline

idea-pipeline is a skill for Claude Code, Codex from aaronjmars/aeon-agent. It costs 44 tokens per session (3,072 once invoked), scanned A, a copy of idea-pipeline, MIT.

An audit of a startup idea backlog against shipped skills, prototypes, and pull requests. A backlog is a list of planned work, and a pull request is a proposed code change for review.

In plain words
What is it for?
It helps scan all ideas or a chosen theme, compare them with execution evidence, and mark a selected idea as the next build.
Why use it?
It shows which ideas have actually been acted on and which are becoming stale. It also identifies a small set of ideas that may be ready to build next.

Skill for Claude CodeCodex

Written for no agent in particular: nothing here depends on one.

Good fit It helps scan all ideas or a chosen theme, compare them with execution evidence, and mark a selected idea as the next build.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/aaronjmars/aeon-agent/idea-pipeline
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 aaronjmars/aeon-agent --skill idea-pipeline
Clone the repo
git clone --depth 1 https://github.com/aaronjmars/aeon-agent

Made for: Claude Code, 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 idea-pipeline

README.md
[![agentmods](https://agentmods.dev/badge/skills/aaronjmars/aeon-agent/idea-pipeline/github.svg)](https://agentmods.dev/skills/aaronjmars/aeon-agent/idea-pipeline)
Your own site
<a href="https://agentmods.dev/skills/aaronjmars/aeon-agent/idea-pipeline"><img src="https://agentmods.dev/badge/skills/aaronjmars/aeon-agent/idea-pipeline/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 idea-pipeline

Your own site · 80×15
<a href="https://agentmods.dev/skills/aaronjmars/aeon-agent/idea-pipeline"><img src="https://agentmods.dev/badge/skills/aaronjmars/aeon-agent/idea-pipeline.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 44 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 3,072 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 100% copy Near-identical to another mod 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 $0.00044 $0.03072
Opus 5 $0.00022 $0.01536
Sonnet 5 $0.00009 $0.00614
Haiku 4.5 $0.00004 $0.00307

Measured 4d ago against content hash c02bffb0e44c, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-09, from the pricing page.

Security

Grade A, and why

idea-pipeline 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 4d 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.

No external network calls in the main logic. `gh pr list` uses the `gh` CLI which handles auth internally (no curl + token pattern needed). WebSearch not required — narrative context comes from `memory/topics/market-cont
Origin

This is a copy

100% identical to idea-pipeline — 0 lines differ, which has more behind it and is treated as the original. This page carries a canonical link to it rather than competing with it.

skills/idea-pipeline/SKILL.md · 234 lines

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.

${var} — Optional theme filter (e.g. "crypto", "AI agents", "consumer"). If empty, scans all ideas. A pick:<id|name> value (from the "build next?" force-reply — e.g. pick:2 or pick:Onchain reputation) instead marks that idea as chosen-to-build in the backlog and ends, skipping the audit — see step 0.

Today is ${today}. Read memory/MEMORY.md before starting. If soul/SOUL.md + soul/STYLE.md exist and are populated, read them to ground "operator fit" scoring; otherwise score on the idea's general buildability and timing alone.

Why this skill exists

idea-validator evaluates ideas. Nothing tracks execution. Backlogs of dozens of ideas accumulate — some validated, most unscreened — with zero visibility into which ones have been acted on vs which are rotting. This skill gives that view: pipeline size, execution rate, and the 3 ideas closest to being buildable right now.

Steps

0. Force-reply interception — pick:<idea> (run FIRST, before anything else)

Before any other work, inspect ${var}. If it starts with pick:, this run is the operator answering the "which idea to build next?" force-reply — do not run the normal audit. Handle it and end:

  1. Strip the prefix: sel="${var#pick:}", then trim surrounding whitespace. The remainder may contain colons/spaces — keep them.
  2. If sel is empty, send a plain re-ask (no force-reply) and end: ./notify "Which idea should I mark as next to build? Reply with its name or backlog number."
  3. Read the shared backlog memory/topics/startup-ideas.md. If it's missing or has no idea rows, ./notify "No idea backlog yet — nothing to mark. Run idea-forge generate to fill it first." and end.
  4. Resolve sel to exactly one idea row in the table (columns | date | name | one-liner | fit | T+F+E |):
    • By name (preferred): case-insensitive exact match on the name cell; else fuzzy — the row whose name shares the most significant words with sel, or where sel is a substring of the name (or vice-versa). Require one clear best match.
    • By number: if sel is a bare integer N and no name matches, take the Nth data row (1-based, in file order).
    • If nothing matches, or two rows tie with no clear winner, send a plain re-ask listing 3–5 candidate names and end: ./notify "Couldn't find an idea matching \"<sel>\". Reply with the exact name or backlog number. Candidates: <name1>, <name2>, <name3>."
  5. Mark it chosen-to-build — the shared marking convention (identical in idea-forge): append ✓ selected ${today} to the end of that row's name cell, keeping the table pipes intact. If the cell already carries a ✓ selected marker, leave it (idempotent) — it's already queued.
  6. Confirm with a short ./notify (keep it clean — no test/trace/ping/debug substrings): ./notify "Marked \"<idea name>\" as next to build — flagged in the backlog. Run /feature or /deploy-prototype on it when you're ready." Do not auto-dispatch any skill — marking chosen is the safe action.
  7. Log to memory/logs/${today}.md under a ### idea-pipeline heading: - IDEA_PIPELINE_PICK: marked "<idea name>" as chosen-to-build (from a pick: reply).
  8. End the run. Do not proceed to step 1 or run the audit.

Read the full file on GitHub · 234 lines

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. 4d ago First seen · 234 lines · 44 tokens per session scan A c02bffb0e44c

Subscribe to this mod's changes

idea-pipeline is a skill published in the GitHub repository aaronjmars/aeon-agent (11 stars, last pushed today), licensed MIT. It adds 44 tokens to every session and 3,072 once invoked, about $0.0002 per session on Opus 5. A static security scan graded it A with 1 finding (makes network calls). It is 100% identical to idea-pipeline, differing in 0 lines, and is treated as a copy.

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