Open Career Skills
Seven Claude Code skills for the job hunt that refuse to invent facts about you: CV optimizer, STAR story bank, 360Brew LinkedIn planner, cover letters, mock interviews, job search, git evidence miner. By JobMentis.
Supply asset profile
Research and knowledge work
Deep research, source comparison, literature review, RAG, knowledge search, and reports.
Scenario
Research agents
I need my agent to research a topic, compare sources, and produce a concise report.
Agent fit
Claude Code + CLI + Codex
Codex, Claude Code, Cursor, CLI, or custom agents.
Install
Ready
npx skills add squerne/open-career-skills
Maintenance
fresh
15d since push
Risk
Needs review
Low GitHub adoption signal
GitHub quality
17
70/100 Quality · 78/100 Trust
Coverage tags
Review notes
Low GitHub adoption signal · Quality score needs review
Agent adoption scorecard
Trust, audit, and install readiness at a glance
These scores combine public repository metadata, OpenAgentSkill review signals, maintenance freshness, and install readiness. They are a shortlist signal, not a replacement for human review.
Quality
StrongSolid option that is likely worth shortlisting for production workflows.
Trust
Sandbox onlyUseful candidate with missing or mixed trust signals. Keep it in an isolated workspace until the outcome loop proves task fit.
Audit
Needs reviewA machine-readable review of install readiness, security metadata, maintenance, and adoption risk.
OpenAgentSkill Trust Score v5
Human review before install
Run only in a sandbox and compare close alternatives before using it for real work.
Stars
17 GitHub stars
Repo activity
17 stars, 4 forks
Maintenance
15d since push
License
MIT
Install
npx skills add squerne/open-career-skills
Install safety
standard package or runtime install path
Permission surface
no high-risk permission surface in public metadata
Agent outcomes
No agent outcome data yet
Docs
Strong README/SKILL.md context
Risk summary
Review before production
- Low GitHub adoption signal
- Quality score needs review
- GitHub adoption: 17 GitHub stars
- Stars/forks activity: 17 stars, 4 forks; issue activity unavailable in current metadata
Install readiness
Install path available
- Install path is available
- Repository evidence is available
- License is declared
- No Agent Proven outcome evidence yet
Agent-readable metadata
Machine-readable decision data for this skill.
Use this block or the embedded JSON to decide whether an agent should install this skill, choose an alternative, or ask for human review first.
Suited tasks
- Research agents workflows
- Claude Code teams
- builders willing to evaluate younger projects
- Search sources
Suited agents
Install decision
- Command
- npx skills add squerne/open-career-skills
- Policy
- review
- Human review
- yes
Trust and risk
- Trust
- 70/100
- Audit
- 82/100
- Risk level
- Needs review
Outcome loop
- Endpoint
- /api/agent/outcome
- Event ID
- resolve
- Outcomes
- 5
Install command
npx skills add squerne/open-career-skillsDo not use when
- teams that need a vendor-supported SLA
- production agents without a repository review
- Low GitHub adoption signal
- Quality score needs review
- GitHub adoption: 17 GitHub stars
Agent safety v2
66/100 · Review before install
Usable candidate, but the agent should surface permission and audit notes before installation.
Require human approval before installing into a real workspace.
medium
Network access
Skill likely fetches remote pages, APIs, repositories, or external services.
medium
Filesystem access
Skill may read or write project files, documents, generated artifacts, or local workspace state.
- Low GitHub adoption signal
Install targets
Install this skill in your agent workflow
Use the public install endpoint to fetch the command, safety checklist, target prompts, and canonical links for this skill.
OpenAgentSkill CLI
Resolve policy, run the source installer safely, and report a verified install receipt.
$ npx --yes https://github.com/Leon-Drq/openagentskill/releases/download/cli-v0.2.1/openagentskill-0.2.1.tgz install squerne-open-career-skillsAgent resolve plan
Let an agent verify fit before installing.
The Resolve API returns the selected skill, alternatives, safety policy, audit notes, install target, and copy-paste prompt an agent can follow without scraping this page.
Open JSON
/api/agent/resolve?task=Use%20Open%20Career%20Skills%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Resolve text
/api/agent/resolve?task=Use%20Open%20Career%20Skills%20for%20an%20agent%20workflow&agent=codex&max_risk=medium&format=text
Install handoff
/api/skills/squerne-open-career-skills/install
Agent should check
- Task fit and alternatives from Resolve API.
- Audit score, trust score, and safety policy warnings.
- Install target compatibility for Codex, Claude Code, Cursor, or CLI.
Copy prompt
Task: Use Open Career Skills in this workspace.
Resolve first: https://www.openagentskill.com/api/agent/resolve?task=Use%20Open%20Career%20Skills%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Review install handoff: https://www.openagentskill.com/api/skills/squerne-open-career-skills/install
Install command: npx skills add squerne/open-career-skills
Before running it, summarize audit warnings, required permissions, and the fallback skill if install is risky.Agent handoff
Give an agent the install path, not another directory page.
Use the public install endpoint to fetch the command, safety checklist, target prompts, and canonical links for this skill.
Install handoff
/api/skills/squerne-open-career-skills/install
LLM text format
/api/skills/squerne-open-career-skills/install?format=text
Find alternatives
/api/skills/search?q=Open%20Career%20Skills&limit=3
Agent prompt
Use Open Career Skills for this task. Review https://www.openagentskill.com/api/skills/squerne-open-career-skills/install, then install with: npx skills add squerne/open-career-skillsRegistry metadata
Agent-readable profile for automatic skill selection.
This page exposes the same decision, trust, audit, use-case, and install signals through the Registry API, so agents can rank this skill without scraping the UI.
Manifest
/api/registry/manifest/squerne-open-career-skills
LLM text
/api/registry/manifest/squerne-open-career-skills?format=text
Install alias
/api/registry/install/squerne-open-career-skills
Recommend
/api/registry/recommend?task=Use%20Open%20Career%20Skills%20in%20an%20agent%20workflow&limit=3
Agent fit
Research agents
Use-case tags
Platforms
Claude Code
Audit report
Needs review · 82/100
A machine-readable review of install readiness, security metadata, maintenance, and adoption risk.
Agent decision cockpit
Companion skill for Research agents
Shortlist this skill and compare it with close alternatives before production adoption.
Role in stack
Companion skill
Primary fit
Research agents
Trust label
Strong shortlist
Install path
Command ready
Use when
- Research agents workflows
- Claude Code teams
- builders willing to evaluate younger projects
Evidence
- recent repository activity
- install command or GitHub repo available
- 70/100 quality profile
- 7 OpenAgentSkill engagement events
review first
- Low GitHub adoption signal
Implementation path
- 1Install it in a sandbox agent and run one Research agents task end to end.
- 2Compare output quality, latency, and failure behavior against at least one alternative.
- 3Promote it into production only after reviewing repository permissions, license, and maintenance signals.
Trust profile
Sandbox only
Useful candidate with missing or mixed trust signals. Keep it in an isolated workspace until the outcome loop proves task fit.
GitHub adoption
FIX17 GitHub stars
Stars/forks activity
FIX17 stars, 4 forks; issue activity unavailable in current metadata
Recent maintenance
PASS15d since push
License clarity
PASSMIT
Good signals
- AI review approved
- Install path is available
- Repository evidence is available
- Recently maintained repository
- Install command has no obvious high-risk pattern
- Outcome loop is ready but needs first real agent run
Review before install
- Low GitHub adoption signal
- Quality score needs review
- GitHub adoption: 17 GitHub stars
- Stars/forks activity: 17 stars, 4 forks; issue activity unavailable in current metadata
- No real agent outcome reports yet
- Human review required before unattended installation
Recommended action
Run only in a sandbox and compare close alternatives before using it for real work.
Quality profile
Strong candidate for agent workflows
Solid option that is likely worth shortlisting for production workflows.
Workflow fit
Use this skill in these scenarios
Investigate faster
Research agents
I need my agent to research a topic, compare sources, and produce a concise report.
Parse messy files
Document processing
I need my agent to read PDFs, extract tables, and turn documents into structured data.
Operate local tools
Local desktop
I need my agent to operate local files and desktop apps in a repeatable workflow.
Workflow fit
Add it to a complete workflow
Find, compare, and synthesize
Research report agent
A workflow for agents that gather sources, compare claims, summarize long material, and draft useful research briefs.
Scrape, clean, and reuse web data
Web data pipeline
A practical workflow for agents that crawl public pages, extract clean content, normalize data, and hand it to downstream research or RAG workflows.
Turn skills into distribution
Content growth agent
A workflow for turning newly indexed skills into SEO briefs, social drafts, comparison pages, and reusable publishing workflows.
Alternative shortlist
Compare before you install
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Overview
<picture> <img src="assets/banner.svg" alt="Open Career Skills: Claude skills for the job hunt that refuse to invent facts about you" width="100%"> </picture>
# Open Career Skills
**The prompt architecture behind [JobMentis](https://jobmentis.com/en/claude-skills-for-job-hunting?ref=oss-readme), open-sourced as installable Claude skills.**
[](LICENSE) [](CONTRIBUTING.md)
Generic AI career advice gets people rejected: polished emptiness, invented metrics, "results-driven professional" boilerplate that recruiters spot in three seconds. These skills are built the opposite way. Their defining behavior is that they **ask you a question rather than invent a fact about you**, and they enforce the writing craft (plain verbs, real numbers, say-it-out-loud naturalness) that survives both ATS parsers and human readers.
Run them locally in Claude Code or Claude Desktop, on your own subscription, with your data on your machine.
## The eight skills
| Skill | What it does | The rule that makes it different | |---|---|---| | **ruthless-cv-optimizer** | Rewrites your CV against a specific job description | Two-phase flow: it diagnoses and ASKS about suspect numbers and empty bullets, waits for your answers, then rewrites. Gaps are reported honestly, never papered over. | | **star-story-extractor** | Turns a messy braindump into a sharp STAR interview story, filed in your story bank | Missing metric: it asks you ONE question instead of estimating. Also matches your bank against any pasted JD. | | **linkedin-360brew-planner** | Plans and drafts LinkedIn posts under the 2026 ranking rules | Built on LinkedIn's 360Brew decoder model (the reason hashtags and pods died). Saves over likes, analytical first line, pillar discipline. | | **cover-letter-writer** | A 300-400 word letter grounded in your real stories | Two or three deep JD connections
Technical details
- Version
- 1.0.0
- License
- MIT
- Last updated
- Aug 18, 2026
- Published
- Aug 7, 2026
Decision snapshot
Companion skill
recent repository activity
Audit
Install review
Install and adoption review
- Security
- 88/100
- Maintenance
- 100/100
- Install
- 92/100
Agent-proven evidence
Agent-proven evidence
Outcome reports after resolve, review, install, and one narrow run.
- Success rate
- —
- Recent failure
- —
- Outcomes
- 0
- Output quality
- —
- Failed
- 0
- Not relevant
- 0
- Installs
- 0
- Risk blocked
- 0
- Setup needed
- 0
- Production
- 0
No agent outcome data yet. The first agent run can report success, setup needs, risk blocks, failure, or not-relevant through /api/agent/outcome.
Install
Add to agent workflow
Free and open source. Review the report before installing into production agents.
Growth loop
Share kit
Scenario-led draft for Open Career Skills, ready for a manual X post.
A practical pick for a repeatable workflow: Open Career Skills: A collection of seven Claude Code skills for job hunting that emphasize honest, fact-based CV optimization, STAR stories, c... 17 stars https://www.openagentskill.com/skills/squerne-open-career-skills?ref=x
Optional reply with install command
Listing + install path for Open Career Skills: https://www.openagentskill.com/skills/squerne-open-career-skills?ref=x Install: npx skills add squerne/open-career-skills
Listing source
Community indexed
This listing was indexed from public sources and is not marked official until a maintainer claim is approved.
- Creator
- squerne
- Indexed by
- OpenAgentSkill community index
Attribution links to the public repository or creator profile. Creators can claim the listing to update ownership signals.
Claim this skillOwner claim
Claim this skill listing
This Community indexed listing is attributed to squerne but is not marked official yet. Claim it to add a verified owner signal and make future launch, install, and audit updates easier to trust.
Creator backlink kit
Add the evidence badges to your README
Show the canonical listing, current trust and audit signals, and real Agent-Proven evidence where developers evaluate the repository.
[](https://www.openagentskill.com/skills/squerne-open-career-skills)
[](https://www.openagentskill.com/skills/squerne-open-career-skills)
[](https://www.openagentskill.com/skills/squerne-open-career-skills/audit)
[](https://www.openagentskill.com/skills/squerne-open-career-skills)Author
squerne
@squerne
Platform fit
Health signals
- GitHub stars
- 17
- Quality score
- 44/100
- Last GitHub push
- Aug 7, 2026
- Framework hints
- Unknown
- OpenAgentSkill views
- 7
- Install copies
- 0
- Outbound clicks
- 0
Community signal
Share whether this skill looks useful for your agent workflow. Aggregated feedback improves rankings over time.
Trust & safety
Sandbox only
- GitHub adoption17 GitHub starsFIX
- Stars/forks activity17 stars, 4 forks; issue activity unavailable in current metadataFIX
- Recent maintenance15d since pushPASS
- License clarityMITPASS
- README/SKILL.md completenessMetadata includes enough usage and workflow contextPASS
- Dependency/runtime riskno major dependency risk hints in public metadataPASS
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