Install
$ agentstack add skill-palashjain95-jobhunter-discover ✓ scanned · ✓ verified, works with Claude Code, Cursor, and more.
Security review
✓ PassedNo issues found. Passed automated security review. · v0.1.0 How review works →
- ✓ Prompt-injection patterns
- ✓ Secret / credential exfiltration
- ✓ Dangerous shell & filesystem operations
- ✓ Untrusted network calls
- ✓ Known-malicious package signatures
What it can access
- ✓ Network access No
- ✓ Filesystem access No
- ✓ Shell / process execution No
- ✓ Environment & secrets No
- ✓ Dynamic code execution No
From automated source analysis of v0.1.0. “Used” means the capability is present in the source — more access means more to trust, not that it’s unsafe.
Verified badge
Passed review? Show it. Paste this badge into your README, it links to the public security report.
Reliability & compatibility
Declared compatibility
Compatibility is declared by the source manifest. End-to-end runtime verification is coming, see below.
We're building live execution health for every listing: tool-call success rate, median latency, uptime, and last-checked timestamps, measured, not self-reported. It isn't live yet, so we don't show numbers we can't stand behind.
How agent discovery & health will work →About
/discover
> If you see unfamiliar ~~ placeholders, see [CONNECTORS.md](../../CONNECTORS.md).
Usage
/discover
/discover product manager at fintech startups
/discover senior PM roles in NYC
/discover
How It Works
┌─────────────────────────────────────────────────────────┐
│ DISCOVER │
├─────────────────────────────────────────────────────────┤
│ Phase 1: Build queries from profile │
│ - Expand target titles to adjacent roles │
│ - Map seniority level to search terms │
│ │
│ Phase 2: Search across sources │
│ - Target company careers pages (if companies listed) │
│ - Web search (LinkedIn, job boards, career pages) │
│ - Industry-specific boards │
│ │
│ Phase 3: Evaluate and fetch JDs │
│ - Quick fit score (High / Medium / Low) │
│ - Fetch full JD text when possible │
│ - Flag logistics (visa, relocation, start date) │
│ │
│ Phase 4: Triage and present │
│ - Deduplicate, rank by fit, group by company │
│ - Separate: Role Matches vs Hidden Gems │
└─────────────────────────────────────────────────────────┘
Detailed search strategies are in references/search-strategies.md. Load it for platform-specific query patterns and title expansion tables.
Inputs
- Candidate profile from knowledge/profile.md (target roles, companies, location, situation)
- Optional: specific company, role type, job board URL, or search criteria from user
- If pipeline-data.md exists: check for existing contacts that could be referral paths
Produce
1. Role Matches
For each discovered role:
| Company | Title | Location | Quick Fit | Posted | |---------|-------|----------|-----------|--------| | [name] | [role] | [remote/city] | High/Med/Low | [date or ~age] |
One sentence on why it matches. Link to posting. If JD was fetched, include top 3 requirements so user can evaluate without clicking through.
2. Hidden Gems
Roles the candidate might not think to look for:
- Adjacent titles (e.g., "Chief of Staff" when targeting "Strategy")
- Emerging categories in their domain
- Companies they haven't considered
- MBA leadership programs or rotational programs at target companies
3. Triage Recommendations
- Apply now — strong fit, don't wait
- Worth a look — run
/fit-analysisfor deeper analysis - Reach but interesting — apply if time permits, note what's missing
- Skip — poor fit, explain why briefly
4. Referral Opportunities
If any discovered roles are at companies where the candidate has existing contacts (from pipeline-data.md or coffee-chat history), flag: "You have a contact at [company] — referral path possible."
Output Format
## Role Discovery: [N] roles found
### Apply Now
**Stripe — Senior PM, Payments** (SF / Remote) 🟢 High fit
> Top requirements: payments experience, cross-functional leadership, data-driven
> Why it fits: [one sentence mapping to profile]
> [Link] | Posted ~3 days ago
**Plaid — Product Lead, Developer Platform** (SF) 🟢 High fit
> ...
### Worth a Look
**[Company] — [Role]** ([Location]) 🟡 Medium fit
> Why to look: [reason]. Run `/fit-analysis` for full scoring.
### Hidden Gems
- **[Company] — Chief of Staff** — You wouldn't have searched for this,
but your ops + strategy background maps well. [Link]
### Referral Paths
- 🤝 **Stripe** — You had coffee with Sarah Chen (PM). Consider reaching out.
### Skip
- **[Company]** — [brief reason: seniority mismatch / location / etc.]
If Connectors Available
If ~~jobs is connected (JobSpy or similar):
- Use it as the PRIMARY search engine — it aggregates Indeed, LinkedIn, Glassdoor,
and ZipRecruiter in a single structured query
- Filter by: job type, location, remote status, salary range, posting recency
- This replaces manual web searching for job boards
If ~~search is connected (Tavily or similar):
- Use for semantic discovery: finding company careers pages, niche industry boards,
MBA program recruiting pages, and startup job listings that don't appear on major boards
- Also useful for finding "hidden gems" — companies hiring for adjacent roles
If neither is connected:
- Fall back to built-in WebSearch + WebFetch
- Search multiple queries across different sources (see references/search-strategies.md)
If Something Goes Wrong
- No good matches found: Say so honestly. Suggest broadening: "Your search is very specific — want me to expand to adjacent titles or new industries?"
- Candidate's targets seem too narrow: Flag it with data: "Only 3 results for 'AI PM at Series A climate startups in NYC' — broader search would surface more options."
- Candidate's targets seem too broad: Suggest focusing: "50+ results. Want to filter by [industry / location / company size]?"
- No knowledge base: Stop and say: "Run
/personalizefirst — I need your profile to search effectively." - Job board URL provided but can't fetch: Note the limitation, search the web for the same company instead.
After Output
- "Interested in one? Paste the JD and I'll score it with
/fit-analysis" - "Want deeper intel on a company?
/company-research [company]" - "Ready to apply?
/write-applicationfor cover letter and outreach" - "Track these?
/pipeline-status add [company] [role]"
Rules
- Use web search actively — search multiple sources, not just one query
- Load references/search-strategies.md for platform-specific patterns
- Expand target titles to adjacent roles (see title expansion table in references)
- Only surface roles that genuinely match the candidate's profile
- Don't pad the list — a few strong matches beats many weak ones
- Fetch JD text when possible so user can evaluate without clicking
- Note posting age — stale postings (60+ days) should be flagged
- Note logistics: visa sponsorship, relocation, start date constraints
- Cross-reference with pipeline-data.md for referral opportunities
Source & license
This open-source skill is cataloged on AgentStack and links to its original source — we do not rehost the code.
- Author: palashjain95
- Source: palashjain95/jobhunter
- License: MIT
Install and usage instructions live in the source repository linked above.
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Versions
- v0.1.0 Imported from the upstream source.