# Candidacy Checker Eval

> >

- **Type:** Skill
- **Install:** `agentstack add skill-0sxd-candidacy-checker-eval-candidacy-checker-eval`
- **Verified:** Yes — security-reviewed for prompt injection and unsafe behavior
- **Seller:** [0SxD](https://agentstack.voostack.com/s/0sxd)
- **Installs:** 0
- **Category:** [Agent Skills](https://agentstack.voostack.com/c/agent-skills)
- **Latest version:** 0.1.0
- **License:** MIT
- **Upstream author:** [0SxD](https://github.com/0SxD)
- **Source:** https://github.com/0SxD/candidacy-checker-eval

## Install

```sh
agentstack add skill-0sxd-candidacy-checker-eval-candidacy-checker-eval
```

Requires the [AgentStack CLI](https://agentstack.voostack.com/docs/cli). Works with Claude Code, Cursor, and any MCP-compatible agent.

## About

# candidacy-checker-eval

Evaluate job application readiness before submitting.

## When to use this skill

- A candidate wants to know if they are ready to apply for a specific role.
- An AI assistant is about to help write a cover letter or resume and needs
  to audit what materials actually exist vs. what the candidate claims.
- A candidate is deciding between applying now vs. spending more time on
  preparation.
- A hiring coach wants a structured gap report for a client.

## When NOT to use this skill

- After the application is submitted (the framework is pre-submission).
- For evaluating interview performance (different rubric needed).
- For comparing two candidates against each other (single-candidate scope).

## Mechanism

See `prompts/` for the four prompt files that drive the workflow:

1. `00_kickoff.md` -- set frame and intent
2. `01_profile_discovery_loop.md` -- Socratic extraction with Trinity Dialectic halt gates
3. `02_rubric_runner.md` -- flat boolean checklist execution
4. `03_remediation_planner.md` -- sequence FAIL/UNKNOWN rows into an action plan

## Output

- Populated `templates/role_profile_template.md`
- Populated `templates/candidate_profile_template.md`
- Populated `templates/checklist_template.md` with per-row verdicts
- Populated `templates/action_plan_template.md` with sequenced fixes

## Citations

- agentskills.io spec
- AGENTS.md spec (Linux Foundation Agentic AI Foundation)
- Adaptive Precise Boolean Rubrics, arXiv:2503.23339
- Checklists Are Better Than Reward Models, arXiv:2507.18624
- Three-lens dialectical evaluation: Logos/Pathos/Ethos gating (Aristotle's *Rhetoric*, Books I-II)
- Zero-assumption mandate and halt-on-doubt confidence loop (agentic system design pattern)

## Source & license

This open-source skill is cataloged on AgentStack and links to its original source — we do not rehost the code.

- **Author:** [0SxD](https://github.com/0SxD)
- **Source:** [0SxD/candidacy-checker-eval](https://github.com/0SxD/candidacy-checker-eval)
- **License:** MIT

Install and usage instructions live in the source repository linked above.

## Pricing

- **Free** — Free

## Security capabilities

Automated source analysis of v0.1.0 — what this tool can access:

- **Network access:** no
- **Filesystem access:** no
- **Shell / process execution:** no
- **Environment & secrets:** no
- **Dynamic code execution:** no

*"Yes" means the capability is present in the source — more access means more to trust, not that it is unsafe.*


## Versions

- **0.1.0** — security scan: passed — Imported from the upstream source.

## Links

- Listing page: https://agentstack.voostack.com/l/skill-0sxd-candidacy-checker-eval-candidacy-checker-eval
- Seller: https://agentstack.voostack.com/s/0sxd
- Browse the marketplace: https://agentstack.voostack.com/browse

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Listed on AgentStack — the marketplace for AI agent skills and MCP servers. Every listing is security-reviewed. Creators keep 70%.