Internship Project Preparation Tool
LiuMengxuan04/shushu-internship-tool
Turns a target internship job description into a resume-ready, interview-ready project by finding and auditing GitHub projects and drafting resume bullets and interview Q&A.
Evidence-grounded graduate application workflow protocols for this repository.
Install Grad Apply Workflow
$ npx skills add Bubble252/offer-harvester --skill grad-apply-workflow -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install Bubble252/offer-harvester grad-apply-workflow --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/Bubble252/offer-harvester.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.agents/skills/grad-apply-workflow .claude/skills/grad-apply-workflow && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "grad-apply-workflow" agent skill from https://github.com/Bubble252/offer-harvester/tree/main/.agents/skills/grad-apply-workflow into .claude/skills/grad-apply-workflow/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "grad-apply-workflow", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/Bubble252/offer-harvester/tree/main/.agents/skills/grad-apply-workflowType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add Bubble252/offer-harvester --skill grad-apply-workflow -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install Bubble252/offer-harvester grad-apply-workflow --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Bubble252/offer-harvester.git skills-src && mkdir -p .agents/skills && cp -r skills-src/.agents/skills/grad-apply-workflow .agents/skills/grad-apply-workflow && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "grad-apply-workflow" agent skill from https://github.com/Bubble252/offer-harvester/tree/main/.agents/skills/grad-apply-workflow into .agents/skills/grad-apply-workflow/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "grad-apply-workflow", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add Bubble252/offer-harvester --skill grad-apply-workflow -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install Bubble252/offer-harvester grad-apply-workflow --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Bubble252/offer-harvester.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/.agents/skills/grad-apply-workflow .cursor/skills/grad-apply-workflow && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "grad-apply-workflow" agent skill from https://github.com/Bubble252/offer-harvester/tree/main/.agents/skills/grad-apply-workflow into .cursor/skills/grad-apply-workflow/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "grad-apply-workflow", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/Bubble252/offer-harvester.git --path .agents/skills/grad-apply-workflow--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add Bubble252/offer-harvester --skill grad-apply-workflow -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install Bubble252/offer-harvester grad-apply-workflow --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Bubble252/offer-harvester.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/.agents/skills/grad-apply-workflow .gemini/skills/grad-apply-workflow && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "grad-apply-workflow" agent skill from https://github.com/Bubble252/offer-harvester/tree/main/.agents/skills/grad-apply-workflow into .gemini/skills/grad-apply-workflow/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "grad-apply-workflow", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install Bubble252/offer-harvester grad-apply-workflowInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add Bubble252/offer-harvester --skill grad-apply-workflow -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/Bubble252/offer-harvester.git skills-src && mkdir -p .github/skills && cp -r skills-src/.agents/skills/grad-apply-workflow .github/skills/grad-apply-workflow && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "grad-apply-workflow" agent skill from https://github.com/Bubble252/offer-harvester/tree/main/.agents/skills/grad-apply-workflow into .github/skills/grad-apply-workflow/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "grad-apply-workflow", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add Bubble252/offer-harvester --skill grad-apply-workflow -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install Bubble252/offer-harvester grad-apply-workflow --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Bubble252/offer-harvester.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/.agents/skills/grad-apply-workflow .opencode/skills/grad-apply-workflow && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "grad-apply-workflow" agent skill from https://github.com/Bubble252/offer-harvester/tree/main/.agents/skills/grad-apply-workflow into .opencode/skills/grad-apply-workflow/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "grad-apply-workflow", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
Facts
- Skill name
grad-apply-workflow- GitHub stars
- 123
- Token cost
- ~920 tokens
- SKILL.md length
- 342 words
- Files
- 18 (incl. references)
- Skills in repo
- 7
- Repo updated
- First seen
- Licence
- MIT
At a glance
Evidence-grounded graduate application workflow protocols for this repository.
- Working on student profile intake
- SKILL.md covers Core Rules, Workflow Selection, Default Agent Chain and Required Output Shape, plus 1 more section
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
- Advisor/source intake
What it does
Grad Apply Workflow is an agent skill from Bubble252/offer-harvester. Evidence-grounded graduate application workflow protocols for this repository. Use when working on student profile intake, advisor/source intake, advisor matching, contact email/material drafting, reviewer/auditor checks, interview prep, presentation planning, local user document storage, material versioning, or Agent workflow records in grad-apply-workflow.
Its SKILL.md is about 920 tokens, which your agent loads only when the skill is triggered. The skill folder holds 26 other files, including reference files (for example `agents/openai.yaml`, `references/data-locations.md` and `references/evidence-rules.md`).
It sits in Business, Finance & HR, covering Interview preparation. The licence is MIT.
When your agent uses it
- Working on student profile intake
- Advisor/source intake
- Advisor matching
- Contact email/material drafting
Example prompts
- “/grad-apply-workflow”
What it can do on your machine
Read from SKILL.md and the folder at commit c640922. It shows what the files ask for, not the result of running them.
Tool permissions
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
Runs code
No scripts in the folder and no shell commands in SKILL.md.
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Context cost
Grad Apply Workflow loads about 920 tokens when it runs, and up to ~1.8k if it reads all its reference files. Until then it costs about 95 tokens; SKILL.md has 342 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
Safety
Auto-check: notes
The automated check noted patterns worth knowing about, such as sudo or a known installer.
- NoteMentions a .env fileSKILL.md:18
- Keep real user documents, `.env`, API keys, generated workspace data, and external reference project copies out of Git
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.
SKILL.md
The full file from Bubble252/offer-harvester at commit c640922, republished under its MIT licence (© Bubble252). 342 words, ~920 tokens.
Download SKILL.mdSave it as
.claude/skills/grad-apply-workflow/SKILL.md (or your agent's skills folder). This skill also uses 17 other files; get the full folder from GitHub.- name
- grad-apply-workflow
- description
- Evidence-grounded graduate application workflow protocols for this repository. Use when working on student profile intake, advisor/source intake, advisor matching, contact email/material drafting, reviewer/auditor checks, interview prep, presentation planning, local user document storage, material versioning, or Agent workflow records in grad-apply-workflow.
Grad Apply Workflow
Use this skill to run this repository's graduate-application Agent workflows without mixing protocol with business code.
Core Rules
- Treat this skill as protocol only. Keep executable business logic in
app/backend/, storage code inapp/backend/storage.py, adapters inintegrations/, and tests intests/. - Prefer existing project services as tools before inventing new behavior: profile parsing, advisor source intake, advisor parsing, matching, material generation, interview prep, PPT outline, quality audit, and local PPTX generation.
- Do not scan
workspace/freely. For student source documents, readworkspace/user_documents/manifest.jsonfirst and only use manifest-registered paths. - Do not write unconfirmed web-sourced student facts into final
StudentProfile. Web student information is supplemental until user-confirmed. - Preserve evidence for every advisor claim and every material claim that mentions grades, rank, papers, projects, awards, advisor direction, admissions requirements, or lab details.
- Save final user-facing materials under
workspace/generated/; save draft/review/user-edited/final versions underworkspace/material_versions/; save Agent run summaries underworkspace/agent_runs/. - Keep real user documents,
.env, API keys, generated workspace data, and external reference project copies out of Git.
Workflow Selection
- Student source intake: read
workflows/student-profile-intake.mdandreferences/data-locations.md. - Advisor source intake: read
workflows/advisor-intake.mdandreferences/evidence-rules.md. - Advisor matching review: read
workflows/advisor-match-review.mdandreferences/evidence-rules.md. - Contact email or application material generation: read
workflows/material-drafter.md, thenworkflows/material-reviewer.md, thenworkflows/evidence-auditor.md. - Interview preparation: read
workflows/interview-prep.md. - Presentation/PPT planning: read
workflows/presentation-planner.md. - Progress or demo reporting: read
workflows/workflow-reporter.md. - Privacy, safety, or repository-boundary questions: read
references/safety-rules.md.
Default Agent Chain
For contact email and similar materials, use this sequence:
MaterialDraftAgent
-> MaterialReviewAgent
-> EvidenceAuditAgent
-> user confirmation/edit
-> final GeneratedMaterialWhen LLM access is unavailable, the drafter may call the existing deterministic service as fallback. Reviewer and auditor must still run rule-based checks.
Required Output Shape
For any generated material workflow, return or persist:
draft: first material candidatereview: reviewer notes with concrete risksevidence_audit: claim-by-claim source statusrevision: revised material after review/auditquality_report: pass/fail, risk level, and unresolved issues
Implementation Boundary
- Add orchestration code under
app/backend/agents/. - Add storage primitives only where backend code already owns workspace IO.
- Keep
.agents/skills/grad-apply-workflow/portable and free of project secrets, generated workspace data, and copied external code. - If a rule conflicts with
docs/03_execution_plan.md, update the planning doc and this skill together.
© Bubble252, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Files
SKILL.md and 17 other files (references) in .agents/skills/grad-apply-workflow of Bubble252/offer-harvester.
- SKILL.md
- agents/openai.yaml
- references/data-locations.md
- references/evidence-rules.md
- references/safety-rules.md
- source_connectors/advisor-homepage/CONNECTOR.md
- source_connectors/college-notice/CONNECTOR.md
- templates/contact-email/TEMPLATE.md
- templates/personal-statement/TEMPLATE.md
- workflows/advisor-intake.md
- workflows/advisor-match-review.md
- workflows/evidence-auditor.md
- … and 6 more
Open the folder on GitHubat commit c640922
Compare with similar skills
Grad Apply Workflow next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Grad Apply Workflow this skillBubble252/offer-harvester | 123 | — | ~920 | Automated safety check: Notes | MIT | |
| Internship Project Preparation ToolLiuMengxuan04/shushu-internship-tool | 2.1k | — | ~2.3k | Automated safety check: Pass | Custom licence | |
| Bank Corporate Credit Ddaifinlab/FinClaw | 254 | — | ~952 | Automated safety check: Pass | Apache-2.0 | |
| Cc Submissionfranklee16/academic-research-skills | 223 | 1 repos | ~1.1k | Automated safety check: Pass | None | |
| The Loan Officermohitagw15856/pm-claude-skills | 1.4k | — | ~1.7k | Automated safety check: Pass | MIT | |
| Pm Interview Prepborghei/Claude-Skills | 874 | — | ~1.4k | Automated safety check: Pass | MIT |
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More from Bubble252/offer-harvester
Evidence Claim Audit
Bubble252/offer-harvester
Audit graduate-application claims against supplied evidence and return supported, unsupported, stale, or confirmation-required findings.
Profile Field Normalization
Bubble252/offer-harvester
Normalize graduate-application profile fields while preserving field evidence, source provenance, confidence, and confirmation status.
Source Connector Authoring
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Design and validate safe source connector manifests for public graduate-admission, policy, advisor, lab, and community sources.
Advisor Due Diligence
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Build an evidence-grounded advisor review covering identity, research direction, recruitment signals, lab context, source gaps, and community risk signals.
Contact Email Coach
Bubble252/offer-harvester
Prepare evidence-grounded graduate-advisor contact email candidates with review and audit findings.
Recommendation Letter Helper
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Prepare evidence-grounded recommendation requests, recommender material packets, and clearly labeled reference drafts for graduate applications.
Related
Categories
Questions about Grad Apply Workflow
What does Grad Apply Workflow do?
Evidence-grounded graduate application workflow protocols for this repository. Grad Apply Workflow is an agent skill from Bubble252/offer-harvester. Evidence-grounded graduate application workflow protocols for this repository.
When should I use Grad Apply Workflow?
Grad Apply Workflow fits situations like: working on student profile intake; advisor/source intake; advisor matching; contact email/material drafting.
How do I install Grad Apply Workflow in Claude Code?
Run `npx skills add Bubble252/offer-harvester --skill grad-apply-workflow -a claude-code`. Or copy the skill folder (.agents/skills/grad-apply-workflow in Bubble252/offer-harvester) into .claude/skills/grad-apply-workflow in your project. Claude Code loads it when a task matches its description.
How do I install Grad Apply Workflow in Codex?
Run `npx skills add Bubble252/offer-harvester --skill grad-apply-workflow -a codex`. Or copy the skill folder (.agents/skills/grad-apply-workflow in Bubble252/offer-harvester) into .agents/skills/grad-apply-workflow in your project. Codex loads it when a task matches its description.
Can I use Grad Apply Workflow in Cursor, Gemini CLI or GitHub Copilot?
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add Bubble252/offer-harvester --skill grad-apply-workflow -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/grad-apply-workflow, .gemini/skills/grad-apply-workflow, .github/skills/grad-apply-workflow and .opencode/skills/grad-apply-workflow in your project.
What does Grad Apply Workflow need to run?
SKILL.md names no scripts, command-line tools or credentials: Grad Apply Workflow is instructions for the agent only.
Does Grad Apply Workflow access the network?
SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.
Is Grad Apply Workflow safe to install?
Our automated static check of SKILL.md found notes only (mentions a .env file), nothing it rates as a warning. It is not a guarantee. Review the folder before installing.
What licence does Grad Apply Workflow use?
Grad Apply Workflow is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does Grad Apply Workflow use?
About 920 tokens (SKILL.md is roughly 3.7k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 890 tokens, read only when the agent opens those files.
What are the alternatives to Grad Apply Workflow?
Skills that share tags, products or a category with Grad Apply Workflow: Internship Project Preparation Tool (LiuMengxuan04/shushu-internship-tool, 2.1k stars), Bank Corporate Credit Dd (aifinlab/FinClaw, 254 stars), Cc Submission (franklee16/academic-research-skills, 223 stars) and The Loan Officer (mohitagw15856/pm-claude-skills, 1.4k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Grad Apply Workflow?
Bubble252 (a GitHub user) maintains it in Bubble252/offer-harvester, which has 123 GitHub stars. The repository holds 7 skills in this directory. The repository was last updated on August 27, 2026.
Source: Bubble252/offer-harvester on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.