Felo Search on QoderWorkQoderWork

The draft on your disk is fine. The figures in it are from March.

QoderWork already reads and edits the local document, which is the half that most assistants cannot do. Felo Search supplies the other half: what the source says today, with the date attached, so the file you hand over is current rather than merely well written.

Built for QoderWorkWorks on local filesSources with dates
Get an API keySee the platform guide
The install requestPlease download https://github.com/Felo-Inc/felo-skills/tree/main/felo-search and put it in ~/.qoderwork/skills/, then confirm the skill is loaded.
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This skill runs on

QoderWork

Desktop AI work assistant by Qoder

Read the QoderWork guide

QoderWork runs on your machine and edits local docx and pptx files. A Felo skill supplies the half a local file cannot: current sources, transcripts, and assets that land beside your document.

Platforms
macOS 14+, Windows 10+ (64-bit)
Skills live in
~/.qoderwork/skills/
Install by
Asking in the conversation
What you get back

Every figure in the document, with the page it came from

A local document is a closed world: it cannot tell you that the number it quotes was revised. The claim list is what reopens it, one dated source per figure, with the unverified ones kept visibly separate.

Figure in the documentSourceDate
Market A grew 12 percent last yearstatistics bureau release4 weeks ago
The licence fee rises in Aprilregulator fee schedule2 months ago
Two competitors left the segmenttrade press6 weeks ago
The grant cap is unchangedfunding body page3 weeks ago
The 2027 forecast was revised downdraft release, not publishedto confirm

Ask for the update as a list against the existing document, not as a new report. You want to know which lines changed, not to re-read the whole thing.

Add it on QoderWork

You ask for it. QoderWork clones, places, and loads it.

There is no package manager and no build step in this route — the request is the interface. The app fetches the repository, copies the folder into its own skills directory, and picks it up from there.

You

Please download https://github.com/Felo-Inc/felo-skills/tree/main/felo-search and put it in ~/.qoderwork/skills/, then confirm the skill is loaded.

QoderWork

Cloned Felo-Inc/felo-skills, copied felo-search into ~/.qoderwork/skills/felo-search, and read its SKILL.md. The skill is loaded and will match requests that need current information with sources.

You

Install the Felo CLI on this machine and set my API key, then confirm a search works before I use the skill on a document.

What ends up on disk

  • ~/.qoderwork/skills/felo-search/The bundle as cloned. It is plain Markdown, so you can open SKILL.md and read exactly what it will do before you rely on it.
  • ~/.qoderwork/skills/The root it matches from. QoderWork picks a skill by its description, so a short list makes the matching predictable rather than clever.
Then ask it to account for itselfWhich skills are installed for this task, and which one did you use for the last answer?
In practice

Two requests that update a document instead of replacing it

The document is the deliverable. Both of these treat it that way, and both leave the original structure intact.

Type thisRead ~/Documents/q3-plan.md, check every figure in it, and list the ones that are out of date with the current source.What comes back

A line-by-line list of what changed, so you can edit the document rather than rewriting it.

Type thisUpdate the market section with current figures and add a source list at the end. Leave the rest of the file untouched.What comes back

The same document with current numbers and dated sources, and the untouched sections still where you left them.

The routine

Refreshing a document you already trust

The document has a voice and a structure worth keeping. The routine is about changing the facts and nothing else.

Runs when

A plan, a proposal, or a report is written and reviewed, and the figures in it are older than the last review cycle.

  1. 01

    Point at the file, not at the topic

    Give the path and ask for a check against it. A topic request produces a new report; a path produces an edit to the one you have.

  2. 02

    Ask for a diff, not a rewrite

    Have it list which lines changed and why. Rewriting a reviewed document throws away decisions that took a meeting to make.

  3. 03

    Keep the source list in the file

    A list at the end of the document is what lets the next reader check a figure without asking you. It also dates the version at a glance.

  4. 04

    Mark what could not be confirmed

    Drafts and unpublished revisions belong in the document as "to confirm", not silently smoothed into the text as fact.

Leaves behindThe same document with current, sourced figures, a source list at the end, and an explicit note about anything that could not be verified.

Check it worked

Three checks, using files you can open yourself

The advantage of a desktop assistant is that everything here is inspectable on your own machine.

1

The folder exists

Open ~/.qoderwork/skills/felo-search/ and read SKILL.md. It should describe the job you installed it for, in plain language.

2

The answer carries dates

Ask something recent and look for publication times. A fluent answer with no dates means the skill was not the thing that answered.

3

The original file is intact

Compare the document structure before and after. A refresh that reorganises your sections is doing more than you asked for.

Where it stops

Three things to keep in mind with local documents

Working on your own files is the strength here, and it comes with two housekeeping questions worth settling first.

The key lives on your machine

The skill calls the Felo CLI, so the credential sits in your user config rather than in the document. That is safer than an inline key, and still worth knowing where it is.

A source is not always a fact

A dated page is strong; an unpublished draft is a lead. The difference is preserved in the list, which is the point of asking for dates.

Skills are matched by description

A long list makes the matching less predictable. Install what the current document needs, and remove what you stopped using.

FAQ

What QoderWork users ask about Felo Search

Does it read my files without being asked?
It works on what you point it at. Naming the path in the request is what makes the task concrete, and it is also what makes the result reviewable.
Can it update the document directly?
Yes, and that is the workflow worth setting up: check first, edit second. Asking for the diff before the edit is what keeps a reviewed document from quietly changing shape.
Where does the skill actually live?
In ~/.qoderwork/skills/, one folder per skill, matched by the description in each SKILL.md.
Do I need the Felo CLI separately?
Yes. The skill is the procedure; the CLI is what reaches the service. Install it once and store the key in your user config.
More on QoderWork

Every Felo skill for QoderWork

Five skills written for QoderWork. They follow the same pattern on this platform, so you can combine them in one session without re-explaining your setup.

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One API key. A full agent toolkit.

Start with a skill, then compose the exact models, live data, knowledge, and output tools your QoderWork workflow needs — the same key every Felo skill already uses.

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Use cost-efficient LLM access when your agent needs custom reasoning or generation.

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Ground work in reusable knowledge, then turn it into shareable deliverables.

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