Claude, Funding Digest — Does Claude Decide What's Newsworthy, or Get Told?

Does Claude already know what belongs in a good funding digest, or does something have to tell it explicitly? It's the second option. Claude reads a Skill, a file, before acting, and that file is what fixes the exact trigger phrases, the exact output format, and the exact fields that training alone would not reliably standardize from one run to the next.

What the skill file actually contains

A Claude Skill is a folder Claude reads before it works. The funding-digest skill is one such folder, and its SKILL.md contains the full instruction set in plain language, with no hidden logic layered underneath. Claude reads the file, then acts on it directly. The file is the program: everything the skill does traces back to something written in that document.

How the pipeline runs

The pipeline lives in the file's step section. Claude reads each step in order and executes it. The process is linear, with no branching unless a specific step calls for it. This matters for a recurring deliverable like a funding digest, because it means the same sequence of instructions produces the same kind of output regardless of which sector or company the digest covers.

What the file names, and what it doesn't

Ask for exactly what the file names, a funding digest for the sectors or companies being watched, and you get the same one-page slide with the same fields every time: the valuation data and Capital IQ deal links the skill is built to produce. Ask for something the file never mentions, a different format, a metric it doesn't list, and there's nothing else backing that request up. The file is the entire specification; there's no broader capability sitting behind it that can improvise a different output on request.

Why this is a recipe, not a judgment call

A skill doesn't make Claude judge what's newsworthy. It gives Claude one exact recipe to follow, and outside that recipe, Claude has nothing written down to fall back on. This is worth being precise about: the digest's content reflects what the skill file specifies as relevant, not an independent editorial judgment about which funding events matter most in some broader sense.

Trying it yourself

Pick a report or slide you regularly ask for, a weekly recap, a status digest, anything repeated on a schedule. Before asking Claude to produce it, list every field and trigger phrase you actually expect it to cover. Then ask Claude to produce it and check whether anything you expected is missing, or whether it added something you never asked for. That comparison is a direct way to see how tightly the output tracks the underlying file's specification.

Key takeaways

• Claude's funding-digest skill fixes exact trigger phrases, an exact one-page format, and exact fields in its SKILL.md file.
• The skill's steps run in a fixed, linear order: read, execute, return.
• Requesting exactly what the file specifies produces the same slide and fields every time.
• Requesting something the file doesn't mention gets nothing extra, since the file is the entire specification.
• A skill gives Claude one recipe to follow; it doesn't grant independent judgment about what counts as newsworthy.

Who this is for

Financial services teams who want predictable, repeatable formatting for recurring reports, and anyone who wants to understand exactly how much of a Claude Skill's output is fixed by its file versus judged in the moment.