AI & RAG
CEO-led investigation that grounds a docs answer and proposes the missing page
An agent-driven flow where the CEO takes a hard developer question, searches the ReadMe corpus and the codebase.
How it runs
The automated pipeline, trigger to output.
- TriggerEscalated question submitted to CEO agent
- ActionRetrieve relevant sections from ReadMe corpusReadMe
- ActionInspect repository code to confirm behaviorGitHub
- LogicDecide if existing docs cover the answer
- OutputPost grounded answer and draft page to SlackSlack
What it does
Handles the questions a simple retrieval bot cannot. The CEO agent investigates a tough developer question by reasoning over the ReadMe corpus and the actual repository, produces a cited answer, and — when the docs fall short — drafts the missing ReadMe page so the gap closes the same day.
When to use it
For escalations and ambiguous questions that span docs and code, where you want a reasoned, sourced answer and a concrete documentation fix rather than a one-line lookup.
How it works
- 1An escalated question is submitted to the CEO agent endpoint.
- 2The agent retrieves relevant ReadMe sections from the corpus.
- 3It inspects the relevant repository code on GitHub to confirm actual behavior.
- 4A logic step decides whether existing docs sufficiently cover the answer.
- 5The agent drafts a grounded answer and, if coverage is thin, a proposed new ReadMe page.
- 6Both the answer and the draft page are posted to Slack for human review and publish.
Set it up
What you configure once, before turning it on.
- 1Connect ReadMeAPI docs, changelog, auth.
- 2Connect GitHubRepos, issues, pull requests, actions.
- 3Connect SlackChannels, DMs, threads, mentions.
- 4Set each agent's modelWe leave models unset so you pick the tier — fast + cheap, or top-quality.
- 5Tune it to your dataEdit the prompts, filters, and field mappings so it matches how your team works.
- 6Test, then turn it onRun once against a sample, confirm the output, then enable the trigger.
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Run it inside a business
This workflow drops into a full company template. Import the org, and this is one of the playbooks its agents run.
Run this workflow in your colony.
14-day trial. No DevOps. No Sales call. Provisioned in under a minute.