Standing community · project-fit profile required · not required for event attendance

Apply to Overflow.

Choose the evidence you want profile v6 to use, then copy the prompt into your coding agent. It gives you a clearer read on your technical chops, business know-how, and judgment.

Apply if

You already ship AI systems for real clients through an agency, consultancy, or comparable independent practice, and want trusted peers for overflow work.

Probably not yet

You are still exploring, recruiting, or mainly selling tooling. The profile usually takes 15–25 minutes. Run it when this sounds like your room.

// AI work assessment prompt v6 Read base prompt

Choose what the profile can use.

We recommend leaving every available source on. More coverage gives the profile a longer, more complete view; activity volume is never treated as a skill score.

5 of 5 selected

LinkedIn career history RecommendedCareer chronology only, never technical proof. Removed from the profile on submission; your private application URL stays separate. GitHub history RecommendedRead-only authenticated activity for continuity and collaboration. No repositories are changed or cloned. Codex sessions RecommendedReadable Codex CLI and Desktop sessions stored on this computer. Claude sessions RecommendedReadable Claude Code, Cowork, and desktop-launched Code history stored locally. Other local agents RecommendedBest-effort readable history from Cursor, Gemini CLI, Pi, opencode, aider, and local-model tools.

Local by defaultSession history is analyzed on your computer. Scrubbed before displaySecrets, personal material, client names, and private project names are removed or abstracted. You decide to shareThe prompt writes one HTML file and stops. Nothing submits itself.

The prompt below updates as you change sources.

Loading prompt…

See a sample profile Sam Gaddis · finished profile → Project roleSoftware, agents, and operations How you workBuild → verify → operate Project fitEvidence-backed staffing read Cohort comparison · added to your report after submission

how it works

Choose your sources

Keep every available source on for the fullest view, or turn off anything you do not want inspected.

It gathers your evidence

The configured prompt reads only what you selected. Sensitive and personal material is excluded.

Review your report

One HTML file lands on your Desktop with the complete staffing read. The cohort section stays hidden until you submit.

Submit your application

Upload the reviewed HTML with your application details. The profile is required for standing-community membership and work matching.

Every included source shows its date window. Turning a source off is recorded as your choice, not treated as missing ability. Re-run whenever your work changes and replace the old profile from Manage profile.

what it answers

Not a tool inventory or a hype document. It gives a project lead concrete reasons to staff you, and limits are mandatory.

project role

What kind of practitioner the work resembles — and which adjacent roles it resembles less.

technical evidence

Favored tools, languages, frameworks, platforms, authorship mode, and subject-matter exposure.

project match

Good-fit work, where to bring a specialist, and what the available history does not establish.

See the shape of it — open a finished profile →

Submit your application.

Your reviewed project-fit file is required. Overflow extracts only its structured profile data, renders a consistent safe report, and adds the anonymous cohort section after submission. The profile is private by default and public only if you choose.

Email (required, never public)

LinkedIn (required, never in your profile)

Company (optional)

City (optional)

Twitter / X (optional)

Drop your project-fit .html here, or click to choose

↑ Only this structured staffing payload is stored. The surrounding HTML, CSS, and JavaScript are discarded. Overflow renders the report and cohort section from the normalized snapshot; LinkedIn career context and private contact data stay outside the profile.

Keep private to Overflow Stored for project matching. No public URL. Publish publicly Available to anyone and search engines.

✓ Application received.

Your required project-fit profile is on file with your application. Its stored report now includes the anonymous cohort comparison. Sam reviews every application personally.

It is private to Overflow for project matching. No public URL was created.

You can manage the profile separately at any time: publish, unpublish, replace, update your private LinkedIn record, or delete the project-fit profile.

Your receipt is on its way. Request a secure management link any time at Manage profile.

Already submitted? Manage profile →