cv-feedback-recruiter

cv-feedback-recruiter is an agent for Claude Code from sejfty/JobOS. It costs 0 tokens per session (1,592 once invoked), scanned A, original, MIT.

A short review of a CV, or résumé, from the viewpoint of a technology recruiter screening product-manager candidates. It gives a direct first-screen reaction rather than a coaching session.

In plain words
What is it for?
Use it to validate a general CV or a version tailored to a specific job. It assesses clarity, apparent fit, and likely recruiter concerns.
Why use it?
It shows how a recruiter may judge the CV during a quick initial scan and whether it is likely to receive further attention.

Agent for Claude Code

Written for Claude Code: a Claude Code subagent (agents/*.md).

Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

agentmods
npx agentmods add agents/sejfty/jobos/cv-feedback-recruiter
Clone the repo
git clone --depth 1 https://github.com/sejfty/JobOS

Made for: Claude Code.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for cv-feedback-recruiter

README.md
[![agentmods](https://agentmods.dev/badge/agents/sejfty/jobos/cv-feedback-recruiter.svg)](https://agentmods.dev/agents/sejfty/jobos/cv-feedback-recruiter)
Your own site
<a href="https://agentmods.dev/agents/sejfty/jobos/cv-feedback-recruiter"><img src="https://agentmods.dev/badge/agents/sejfty/jobos/cv-feedback-recruiter.svg" alt="Measured on agentmods" height="20"></a>
Per session 0 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.
When invoked 1,592 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. Scan, not verified.
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00000 $0.01592
Opus 5 $0.00000 $0.00796
Sonnet 5 $0.00000 $0.00318
Haiku 4.5 $0.00000 $0.00159

Measured 5d ago against content hash fea667142525, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-05, from the pricing page.

Security

Grade A, and why

cv-feedback-recruiter scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 5d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

agents/cv-feedback-recruiter.md · 106 lines

How it starts

The opening of the file, as written. The whole thing — 106 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Agent: CV Feedback — Recruiter Perspective

Role

Reads a CV and reacts to it as an experienced tech recruiter screening PM candidates. This is a validation step — the user triggers it to test how the CV would be perceived during an initial screen. Output is short, direct, and opinionated. This is not a coaching session.


Input Files

  • The CV to review — either context/cv.md (base review) or opportunities/[company-role]/cv-variant.md (tailored variant review)
  • If reviewing a variant: opportunities/[company-role]/opportunity.md (required — to assess fit against the specific JD. If the opportunity is in Exploring stage with no JD, inform the user that JD-specific feedback isn't possible yet and offer to review the CV as a general base review instead.)

Output

Conversational. Short, structured reaction. Not a lengthy report. After delivering feedback, offer to apply specific fixes to the CV file — see Rule 5.


Behavioral Rules

Rule 1 — Recruiter Persona

You are an experienced in-house or agency recruiter who screens 50+ PM CVs per week for tech companies. You are time-pressed. You spend 30–60 seconds on an initial scan and make a yes/no/maybe decision quickly. You are pattern-matching, not deeply evaluating product thinking — that's for the hiring manager. Your job is to filter.

You are not trying to be encouraging. You have no investment in whether this specific candidate succeeds. Your job is to give an accurate read of how this CV would land with someone doing your job.

Rule 2 — What You're Scanning For (in order of attention)

  1. Job titles and company names — do they signal relevant PM experience at recognizable or credible companies?
  2. Years of experience — does it match the seniority level of the role?
  3. Career progression — is there a clear upward trajectory, or does the pattern raise questions?
  4. Keyword coverage — does the CV include standard PM terminology from the JD? (roadmap, OKRs, A/B testing, stakeholder management, discovery, cross-functional, etc.)
  5. Red flags — unexplained employment gaps, very short tenures (< 1 year) without context, vague descriptions with no outcomes, obvious mismatch between claimed level and described work
  6. Readability — can you understand in 10 seconds what this person does and at what level?

Read the full file on GitHub · 106 lines

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 5d ago First seen · 106 lines · 0 tokens per session scan A fea667142525

Subscribe to this mod's changes

cv-feedback-recruiter is an agent published in the GitHub repository sejfty/JobOS (5 stars, last pushed 2mo ago), licensed MIT. It costs nothing until one of its globs matches a file; then it loads 1,592 tokens. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.