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 aaronjmars/aeon-agent --skill idea-pipelinegit clone --depth 1 https://github.com/aaronjmars/aeon-agentWrote 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/aaronjmars/aeon-agent/idea-pipeline)<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.
<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>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 | $0.00044 | $0.03072 |
| Opus 5 | $0.00022 | $0.01536 |
| Sonnet 5 | $0.00009 | $0.00614 |
| Haiku 4.5 | $0.00004 | $0.00307 |
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 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.
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:2orpick: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 ${var}. If it starts with pick:, this run is the operator answering the "which idea to build next?" force-reply — do not run the normal audit. Handle it and end:
- Strip the prefix:
sel="${var#pick:}", then trim surrounding whitespace. The remainder may contain colons/spaces — keep them. - If
selis 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." - 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. - Resolve
selto 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
namecell; else fuzzy — the row whose name shares the most significant words withsel, or whereselis a substring of the name (or vice-versa). Require one clear best match. - By number: if
selis 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>."
- By name (preferred): case-insensitive exact match on the
- Mark it chosen-to-build — the shared marking convention (identical in idea-forge): append
✓ selected ${today}to the end of that row'snamecell, keeping the table pipes intact. If the cell already carries a✓ selectedmarker, leave it (idempotent) — it's already queued. - Confirm with a short
./notify(keep it clean — notest/trace/ping/debugsubstrings):./notify "Marked \"<idea name>\" as next to build — flagged in the backlog. Run /feature or /deploy-prototype on it when you're ready."Do not auto-dispatch any skill — marking chosen is the safe action. - Log to
memory/logs/${today}.mdunder a### idea-pipelineheading:- IDEA_PIPELINE_PICK: marked "<idea name>" as chosen-to-build (from a pick: reply). - End the run. Do not proceed to step 1 or run the audit.
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.
- 4d ago First seen · 234 lines · 44 tokens per session scan A c02bffb0e44c
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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