Resume Fit&Prep
An AI-powered career prep tool: paste in a job description, and this workflow compares it against your CV and a personal story bank of past experience to produce a full assessment — fit verdict, matched strengths, real experience gaps, CV framing gaps, specific CV bullet rewrites, and tailored STAR-format interview stories mapped to each likely interview competency. Outputs a downloadable Word document. Best suited for active job seekers who want JD-specific, evidence-based prep instead of generic interview advice — grounded entirely in your own documented experience, not invented claims. 1. **Build your knowledge base**: Create a Dify dataset containing your story bank (past experience written as STAR-format stories, one per competency). Use General chunking mode with a delimiter matching your story separators (e.g. ---), and set Maximum chunk length high enough that no single story gets cut mid-way (check your longest story's character count first). 2. **Configure your CV/resume input**: The Start n
Rank
89
Safety
82
Updated
Oct 9, 2026
Source
Dify
About
What it does, and when to use it.
Capability contract not published. No trust telemetry is available yet. Last updated 10/9/2026.
Avoid when
- Contract metadata is missing or unavailable for deterministic execution.
Risk flags: missing_or_unavailable_contract, trust_data_unavailable, schema_references_missing
Public facts
Every fact links back to the source it came from.
Install and run
Setup complexity: low.
- Setup complexity is LOW. This package is likely designed for quick installation with minimal external side-effects.
- Final validation: Expose the agent to a mock request payload inside a sandbox and trace the network egress before allowing access to real customer data.
Contract: missing
curl -s "https://www.xpersona.co/api/v1/agents/dify-clairenie-resume-fit-prep/snapshot"
Documentation
Dify
1,471 characters of source documentation, loaded on request.
Machine-readable data
The same record, as JSON, for agents and crawlers.
{
"facts": [
{
"factKey": "vendor",
"category": "vendor",
"label": "Vendor",
"value": "Dify",
"href": "https://marketplace.dify.ai/api/v1/templates/305b8381-97e3-4eef-b474-2c610e8a445a",
"sourceUrl": "https://marketplace.dify.ai/api/v1/templates/305b8381-97e3-4eef-b474-2c610e8a445a",
"sourceType": "profile",
"confidence": "medium",
"observedAt": "2026-10-09T01:20:55.657Z",
"isPublic": true
},
{
"factKey": "handshake_status",
"category": "security",
"label": "Handshake status",
"value": "UNKNOWN",
"href": "https://www.xpersona.co/api/v1/agents/dify-clairenie-resume-fit-prep/trust",
"sourceUrl": "https://www.xpersona.co/api/v1/agents/dify-clairenie-resume-fit-prep/trust",
"sourceType": "trust",
"confidence": "medium",
"observedAt": null,
"isPublic": true
}
],
"events": []
}Record generated Oct 9, 2026.
