Getting it into your agent
This one installs as part of its plugin. Adding the marketplace and installing the plugin brings it with everything else the plugin ships.
/plugin marketplace add shalintripathi/organic-os/plugin install organic-osWrote 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/shalintripathi/organic-os/ce-produce)<a href="https://agentmods.dev/skills/shalintripathi/organic-os/ce-produce"><img src="https://agentmods.dev/badge/skills/shalintripathi/organic-os/ce-produce/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/shalintripathi/organic-os/ce-produce"><img src="https://agentmods.dev/badge/skills/shalintripathi/organic-os/ce-produce.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 | $0.00040 | $0.01141 |
| Opus 5 | $0.00020 | $0.00571 |
| Sonnet 5 | $0.00008 | $0.00228 |
| Haiku 4.5 | $0.00004 | $0.00114 |
Grade A, and why
ce-produce scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 11d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 82 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Content pipeline
- Input: an APPROVED brief item (require_approved - drafting counts as work
the user pays attention for, so briefs are gated before drafting).
A user may also hand a manual brief. Register it before anything else:
confirm scope in-session, then
create_item(kind="content-brief", ...)with the brief text as the body - items are bornproposed, never any other status - and record the in-session approval via the contract CLI so require_approved passes. Never save a hand-written file intobriefs/and never set a status at creation: a brief borndraftedwith no approvals can neither be approved nor published, and jams the pipeline untilpython3 -m core reset-to-proposedrepairs it. A brief this pipeline will draft still startsproposedand reachesdraftedonly through its approved lineage (step 4). 1b. Decision check, BEFORE registering a manual brief withcreate_item. Search the brain's decision memory for the topic:PYTHONPATH="$CLAUDE_PLUGIN_ROOT/lib" python3 -c "..."snippet importingcore.decisions-search(<brain>, [<topic>, <target keyword>]). It returns prior decisions newest first withdate,choice,scope,item, and therationale. A hit whosechoiceisrejectedmeans a human already refused this piece. Exactly two paths are allowed, never a third:- SKIP it: tell the user the topic was rejected on because , and stop before creating anything.
- Or CREATE it with a line in the brief body reading "previously
rejected on because ; proposing again because ". What changed must be concrete - a new signal, a search-
demand shift, a product change - never "worth another look".
Silently re-registering a rejected topic is forbidden. A hit with any
other
choiceis context for the brief, not a blocker. An already approved brief arriving from the queue has cleared this check at proposal time; do not re-run it there.
- Stages, sequential agents (each receives profile path + prior artifacts): ce-researcher -> ce-writer -> ce-brand-auditor -> ce-seo-aeo -> ce-qa -> ce-editor.
- Save the final draft as .draft.md next to the brief (frontmatter:
title, slug, meta_description, focus_keyword, schema block, and
capsule: verified- written only after ce-qa's capsule hard check passed AND ce-editor's Capsule confirmation line is present; this is the handoff note onsite-publish requires before publishing). Save the research pack + QA log under runs/YYYYMMDD-produce-/. PYTHONPATH="$CLAUDE_PLUGIN_ROOT/lib" python3 -m core status <brief-path> drafted --actor agent. Then invoke ce-image for the featured-image step. Publishing is onsite-publish's job (separately gated).- Rules from the profile override everything: voice, banned phrases, rulebook. House defaults if profile is silent: answer capsule up top, no em-dashes, active voice, statistics cited inline with live links.
- Never edit brain frontmatter directly. The contract CLI is the only write path for status and approvals.
- At each stage boundary, append a one-line progress marker with a UTC timestamp to the run report file before starting the stage - headless runs are watched by tailing that file, not a terminal.
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 · 82 lines · 40 tokens per session scan A ab80b215427d
ce-produce is a skill published in the GitHub repository shalintripathi/organic-os (5 stars, last pushed 4d ago), licensed MIT. It adds 40 tokens to every session and 1,141 once invoked, about $0.0002 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.
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