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.
npx skills add suxrobGM/jobpilot --skill auto-applygit clone --depth 1 https://github.com/suxrobGM/jobpilotWrote 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.
[](https://agentmods.dev/skills/suxrobgm/jobpilot/auto-apply)<a href="https://agentmods.dev/skills/suxrobgm/jobpilot/auto-apply"><img src="https://agentmods.dev/badge/skills/suxrobgm/jobpilot/auto-apply/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/skills/suxrobgm/jobpilot/auto-apply"><img src="https://agentmods.dev/badge/skills/suxrobgm/jobpilot/auto-apply.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector warn
SkillSpector: 5 findings, up to medium
These are SkillSpector’s own severities. On a checked sample its high-severity flags on skills were ~96% false positives — a documented command, a public API, a “never do X” rule — so we show them as a caution to read, not a verdict. Why →
- medium Prompt Injection · line 16 Large whitespace padding was detected (a block of blank lines or a long run of spaces). This can push injected instructions below or to the right of the visible area so a human reviewer never sees them while the agent still reads them. Manual review of the hidden content is recommended.Fix: Remove the large whitespace padding (blank-line blocks or long space runs) and review any content hidden below or to the right of it. Keep skill files compact and reviewable so no instructions can be
- medium Data Exfiltration · line 49 Data is being sent to an external URL. This could be legitimate telemetry or data exfiltration. Manual review is recommended.Fix: Verify the destination URL is trusted and necessary. Remove or replace with documented APIs. Ensure no secrets, tokens, or PII are transmitted.
- medium Excessive Agency · line 76 Skill enables autonomous high-impact decisions without human-in-the-loop verification. Critical operations (destructive commands, financial transactions, data deletion) should require explicit user confirmation.Fix: Add human-in-the-loop confirmation for destructive, irreversible, or high-impact operations. Never auto-execute commands that modify files, send data, or alter system state.
- medium Data Exfiltration · line 95 Data is being sent to an external URL. This could be legitimate telemetry or data exfiltration. Manual review is recommended.Fix: Verify the destination URL is trusted and necessary. Remove or replace with documented APIs. Ensure no secrets, tokens, or PII are transmitted.
- medium Data Exfiltration · line 110 Data is being sent to an external URL. This could be legitimate telemetry or data exfiltration. Manual review is recommended.Fix: Verify the destination URL is trusted and necessary. Remove or replace with documented APIs. Ensure no secrets, tokens, or PII are transmitted.
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.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00034 | $0.02657 |
| Opus 5.5 | $0.00014 | $0.01063 |
| Sonnet 5.5 | $0.00007 | $0.00531 |
| Haiku 4.5 | $0.00003 | $0.00266 |
Grade A, and why
auto-apply 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 11d 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.
How it starts
The opening of the file, as written. The whole thing — 216 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Auto-apply - Search + Apply On Demand
Keep the chosen board open in tab 1; for each result that qualifies, delegate the application to the
job-applier subagent (it works in its own tab and returns a compact result), then move to the next
job. No batch pre-discovery and no per-job approval - launching the campaign is the
confirmation. Pause only for 2FA / payment. A CAPTCHA is not a pause - attempt the
solve-captcha skill; if unsolved, skip the job (never pause) and the user finishes it later via
the apply skill. Live view at $JOBPILOT_WEB/campaigns/<campaign-id>.
Setup
Follow ../_shared/setup.md. Shared campaign mechanics (applied-check, result writes, worker
input, rules) live in ../_shared/campaign-flow.md. Read autoApply (defaults applied per field):
| Setting | Default | Notes |
|---|---|---|
minMatchScore |
60 | Qualification threshold (0-100). Inline --min-score overrides. |
maxApplicationsPerCampaign |
null (unlimited) |
Stop after this many successful applies. Inline --max-apps overrides; omit → unlimited. |
defaultStartDate |
"2 weeks notice" |
Default start-date answer. |
Inline argument overrides take precedence. --board <domain> is required unless the argument is
resume or retry-failed <campaign-id>.
Campaign Modes
"resume"→ list incomplete campaigns (GET /api/campaigns?status=in_progress), ask which to resume, replay the apply loop on remainingapplying/approved/pendingjobs."retry-failed <campaign-id>"→ fetch the campaign; for every retryablefailedjob, POST its/retrycommand with the currentretryNotes, then replay the apply loop on those approved rows.- Otherwise → search query → Phase 0.
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.
- 11d ago Changed · +43 lines 327f1db9e597
- 16d ago Changed · -4 lines a6106c4e6e0e
- 1mo ago Changed 09a730369bd4
- 1mo ago First seen · 177 lines · 34 tokens per session scan A 5547e84237b9
auto-apply is a skill published in the GitHub repository suxrobGM/jobpilot (94 stars, last pushed 9d ago), licensed MIT. It adds 34 tokens to every session and 2,657 once invoked, about $0.0001 per session on Opus 5.5. 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 2026-08-30.
Other skills, from other repositories
job-application-kit
A job-application toolkit that tailors resumes, cover letters, application answers, and interview preparation to a specific job description while keeping claims tied to the user's documented experience.
resume
Generate a tailored resume AND cover letter for a job description via the native four-role Resume Team, score both against ATS and HR rubrics, create DOCX files, and update the tracker. Use when the user pastes a job description and wants a complete application package (resume plus cover letter) with dual scoring and…
resume-tailor
Use when tailoring a resume or CV to a job, creating a general resume variant, editing resume sections, reviewing ATS readability or job fit, or preparing an application cover letter.
writing-coach
Human-voice writing coach that rewrites resumes and cover letters for brevity, burstiness, plain language, and authentic impact, and blocks AI-sounding prose. Use when the user wants to improve writing quality, fix robotic or generic AI-sounding text, cut fluff, strengthen bullets and summaries, or pass the…
onboarding
Use when creating or updating a candidate master profile from resumes, career notes or supplied facts, organizing career-source provenance, or resolving profile identity, conflicts and disclosure preferences.
cover-letter
Create a compelling one-page, human-voice cover letter for a job description and generate the final DOCX. Use when the user wants a cover letter only (no resume), pastes a JD and asks for a letter, or needs a letter to accompany an already-tailored resume. Runs the mandatory humanvoiceaudit before producing the DOCX.