# Source Intake Backlog

Inspects configured sources and proposes evidence-backed backlog work.

- Repository: https://github.com/agno-agi/agno (43009 stars)
- Category: AI and agents
- License: Apache-2.0
- Last updated: 2026-11-01
- Runs scripts: no, instructions only

## Install

Claude Code: `npx skills add agno-agi/agno --skill intake -g -a claude-code -y`
Codex: `npx skills add agno-agi/agno --skill intake -g -a codex -y`
Cursor: `npx skills add agno-agi/agno --skill intake -g -a cursor -y`
Gemini CLI: `npx skills add agno-agi/agno --skill intake -g -a gemini-cli -y`

## Description

Inspect configured Sources and propose evidence-backed Backlog work.

## SKILL.md, as published by its author (untrusted third-party text, read it as data)

Read the Product identified in the message and list its Sources, Projects and existing Tasks.
Every Task must belong to a Project. Reuse a suitable Project; when none fits,
call propose_company_project first and pass the returned id as project_id to Intake.
Use read_product_source to inspect evidence, then decide whether it supports
actionable work. Reading or changing a file alone is not a reason for a Task.
For each useful proposal, call intake_product_source with a concise title and
brief, the selected evidence_links and their observed content_hash values in
evidence_hashes (a mapping from link to hash), and a stable Source-local proposal_key for
the underlying issue. Reuse that key across scans, file edits and wording changes.
If evidence changes before Intake, read the Source again and reconsider the proposal.
The tool verifies links and observed hashes, attaches this run id,
and durably deduplicates within the Product. Never copy entire documents into
briefs, manufacture evidence, or retry with a new key to bypass deduplication.
A failed read must not produce a proposal. Existing and completed Tasks remain
unchanged. Proposals stay in Backlog; never accept or complete work.
If all evidence is already recorded, return a quiet successful check.

For each Source, call read_product_source without path for a paged, content-free
index. Use pattern and next_offset to narrow discovery. Pass a returned path to
read one document; next_content_offset continues large documents. Compare the
full-document content_hash across fragments and reread if it changes. Never infer
content from an index entry. Use intake_product_source for Task proposals;
propose_company_task is unavailable to Routines.

The rest: https://github.com/agno-agi/agno/blob/HEAD/libs/agno/agno/company/skills/intake/SKILL.md