Agent skill

Postdoc Fellowship Matcher

by aipoch in aipoch/medical-research-skills

Filter and match postdoctoral fellowship opportunities based on applicant nationality, years since PhD, and research field from a curated database.

MITAuto-check passedBusiness, Finance & HR

Install Postdoc Fellowship Matcher

skills CLI
$ npx skills add aipoch/medical-research-skills --skill postdoc-fellowship-matcher -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install aipoch/medical-research-skills postdoc-fellowship-matcher --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/aipoch/medical-research-skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/scientific-skills/Other/postdoc-fellowship-matcher .claude/skills/postdoc-fellowship-matcher && rm -rf skills-src

Use ~/.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/

Facts

Skill name
postdoc-fellowship-matcher
GitHub stars
1.9k
Token cost
~1.2k tokens
SKILL.md length
555 words
Files
5 (incl. scripts, references)
Skills in repo
578
Repo updated
First seen
Licence
MIT

At a glance

Filter and match postdoctoral fellowship opportunities based on applicant nationality, years since PhD, and research field from a curated database.

  • Works in 5 steps: Confirm the applicant's nationality,… → Validate that the request is for… → Filter the fellowship database against… → …
  • Tasks that involve Recruiting and HR
  • SKILL.md covers Quick Check, When to Use, Workflow and Usage, plus 9 more sections
  • Runs Python scripts from its folder; calls python

What it does

Postdoc Fellowship Matcher is an agent skill from aipoch/medical-research-skills. Filter and match postdoctoral fellowship opportunities based on applicant nationality, years since PhD, and research field from a curated database.

Its SKILL.md is about 1.2k tokens, which your agent loads only when the skill is triggered. The skill folder holds 6 other files, including scripts and reference files (for example `POLISH_CHANGELOG.md`, `postdoc-fellowship-matcher_audit_result_v2.json` and `references/fellowships.md`).

It sits in Business, Finance & HR, covering Recruiting and HR. The repository describes itself as: Hundreds of agent skills for medical research, including protocol design, data analysis, evidence insights, and academic writing. The licence is MIT.

When your agent uses it

  • Tasks that involve Recruiting and HR

Example prompts

  • “/postdoc-fellowship-matcher”

Requirements

  • Python 3

Workflow steps

5 steps, taken from the first numbered list in SKILL.md.

  1. Confirm the applicant's nationality, years since PhD completion, and research field.
  2. Validate that the request is for fellowship matching, not application writing or eligibility certification.
  3. Filter the fellowship database against the provided criteria.
  4. Return a ranked list of eligible fellowships with deadlines, requirements, and notes.
  5. If inputs are incomplete, state which fields are missing and request only the minimum additional information.

What it can do on your machine

Read from SKILL.md and the folder at commit 686e09d. 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

    Ships 1 file in scripts/ (Python), which the agent can run.

    Shell commands in SKILL.md call:

    • python

    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

Postdoc Fellowship Matcher loads about 1.2k tokens when it runs, and up to ~1.9k if it reads all its reference files. Until then it costs about 44 tokens; SKILL.md has 555 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~44
When it runs · the whole SKILL.md, loaded when a task matches
~1.2k
With references · SKILL.md plus every file in references/, read only if the agent opens them
~1.9k

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 passed

The automated check found no risky patterns in SKILL.md.

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); the scripts in this folder are not scanned.

SKILL.md

The full file from aipoch/medical-research-skills at commit 686e09d, republished under its MIT licence (© aipoch). 555 words, ~1,238 tokens.

Download SKILL.mdSave it as .claude/skills/postdoc-fellowship-matcher/SKILL.md (or your agent's skills folder). This skill also uses 4 other files; get the full folder from GitHub.
name
postdoc-fellowship-matcher
description
Filter and match postdoctoral fellowship opportunities based on applicant nationality, years since PhD, and research field from a curated database.
license
MIT
author
AIPOCH

Source: https://github.com/aipoch/medical-research-skills

Postdoc Fellowship Matcher

Filter postdoctoral fellowships based on applicant nationality, years since PhD, and research area.

Quick Check

bash
python -m py_compile scripts/main.py
python scripts/main.py --help

When to Use

  • Use this skill when a postdoc applicant needs to identify eligible fellowships based on their nationality, career stage, and research field.
  • Use this skill when comparing fellowship requirements and deadlines across multiple programs.
  • Do not use this skill to draft fellowship applications, write personal statements, or guarantee eligibility determinations.

Workflow

  1. Confirm the applicant's nationality, years since PhD completion, and research field.
  2. Validate that the request is for fellowship matching, not application writing or eligibility certification.
  3. Filter the fellowship database against the provided criteria.
  4. Return a ranked list of eligible fellowships with deadlines, requirements, and notes.
  5. If inputs are incomplete, state which fields are missing and request only the minimum additional information.

Usage

text
python scripts/main.py --nationality US --years 1 --field "immunology"
python scripts/main.py --nationality CN --years 3 --field "structural biology" --name "Dr. Zhang"

Parameters

ParameterTypeRequiredDescription
--nationalitystringYesApplicant nationality (e.g., US, CN, DE)
--yearsintegerYesYears since PhD completion
--fieldstringYesResearch field (e.g., immunology, neuroscience)
--namestringNoApplicant name (for report header)

Fellowship Database

Includes: NIH F32 · NSF Postdoctoral Fellowships · HFSP Fellowship · EMBO Fellowship · Marie Curie Fellowships · Schmidt Science Fellows

→ Full fellowship details: references/fellowships.md

Field Input Normalization

The --field parameter accepts free-text research field names. Common aliases are normalized automatically:

InputNormalized To
structural biostructural biology
cell biocell biology
neuroneuroscience
immunoimmunology

If your field is not recognized, the skill will return the closest matches and ask you to confirm.

Output

  • Eligible fellowships list with match rationale
  • Deadlines and key requirements per fellowship
  • Notes on eligibility caveats and verification steps

Scope Boundaries

  • Fellowship data reflects the built-in database; verify current deadlines and requirements on official program websites before applying.
  • This skill does not access live fellowship databases or real-time deadline updates.
  • Eligibility output is a filter result, not a legal or official determination.

Stress-Case Rules

For complex multi-constraint requests, always include these explicit blocks:

  1. Assumptions
  2. Filter Criteria Applied
  3. Matched Fellowships
  4. Caveats and Verification Steps
  5. Next Checks
Show full SKILL.md (216 more words)Show less

Error Handling

  • If required inputs are missing, state exactly which fields are missing and request only the minimum additional information.
  • If the task goes outside the documented scope, stop instead of guessing or silently widening the assignment.
  • If scripts/main.py fails, report the failure point, summarize what still can be completed safely, and provide a manual fallback.
  • Do not fabricate fellowship deadlines, eligibility rules, or success rate statistics.

Input Validation

This skill accepts: applicant nationality, years since PhD, and research field for fellowship eligibility filtering.

If the request does not involve fellowship matching — for example, asking to write a fellowship application, provide career counseling, or access live grant databases — do not proceed with the workflow. Instead respond:

"postdoc-fellowship-matcher is designed to filter fellowship opportunities based on applicant profile criteria. Your request appears to be outside this scope. For application writing support, consider using an academic writing skill or consulting your institution's postdoc office. Please provide nationality, years since PhD, and research field, or use a more appropriate tool."

Response Template

Use the following fixed structure for non-trivial requests:

  1. Objective
  2. Inputs Received
  3. Assumptions
  4. Workflow
  5. Deliverable
  6. Risks and Limits
  7. Next Checks

If the request is simple, you may compress the structure, but still keep assumptions and limits explicit when they affect correctness.

© aipoch, 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 4 other files (scripts, references) in scientific-skills/Other/postdoc-fellowship-matcher of aipoch/medical-research-skills.

  • SKILL.md
  • POLISH_CHANGELOG.md
  • postdoc-fellowship-matcher_audit_result_v2.json
  • references/fellowships.md
  • scripts/main.py

Open the folder on GitHubat commit 686e09d

Compare with similar skills

Postdoc Fellowship Matcher 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.

Postdoc Fellowship Matcher compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Postdoc Fellowship Matcher this skillaipoch/medical-research-skills1.9k—~1.2kAutomated safety check: PassMIT
Hrm Rebuttalbrycewang-stanford/Awesome-Journal-Skills1.2k—~1.4kAutomated safety check: PassMIT
Hrm Topic Selectionbrycewang-stanford/Awesome-Journal-Skills1.2k—~1.1kAutomated safety check: PassMIT
Hrm Workflowbrycewang-stanford/Awesome-Journal-Skills1.2k—~1.8kAutomated safety check: PassMIT
Clinical Trials Databasegoogle-deepmind/science-skills3.2k2 repos~3.2kAutomated safety check: PassApache-2.0
Get Jobagentenatalie/get-job.skill632—~1.7kAutomated safety check: PassCC-BY-NC-ND-4.0

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Questions about Postdoc Fellowship Matcher

What does Postdoc Fellowship Matcher do?

Filter and match postdoctoral fellowship opportunities based on applicant nationality, years since PhD, and research field from a curated database. Postdoc Fellowship Matcher is an agent skill from aipoch/medical-research-skills. Filter and match postdoctoral fellowship opportunities based on applicant nationality, years since PhD, and research field from a curated database.

When should I use Postdoc Fellowship Matcher?

Postdoc Fellowship Matcher fits situations like: tasks that involve Recruiting and HR.

How do I install Postdoc Fellowship Matcher in Claude Code?

Run `npx skills add aipoch/medical-research-skills --skill postdoc-fellowship-matcher -a claude-code`. Or copy the skill folder (scientific-skills/Other/postdoc-fellowship-matcher in aipoch/medical-research-skills) into .claude/skills/postdoc-fellowship-matcher in your project. Claude Code loads it when a task matches its description.

How do I install Postdoc Fellowship Matcher in Codex?

Run `npx skills add aipoch/medical-research-skills --skill postdoc-fellowship-matcher -a codex`. Or copy the skill folder (scientific-skills/Other/postdoc-fellowship-matcher in aipoch/medical-research-skills) into .agents/skills/postdoc-fellowship-matcher in your project. Codex loads it when a task matches its description.

Can I use Postdoc Fellowship Matcher 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 aipoch/medical-research-skills --skill postdoc-fellowship-matcher -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/postdoc-fellowship-matcher, .gemini/skills/postdoc-fellowship-matcher, .github/skills/postdoc-fellowship-matcher and .opencode/skills/postdoc-fellowship-matcher in your project.

What does Postdoc Fellowship Matcher need to run?

Going by SKILL.md and its folder, Postdoc Fellowship Matcher needs Python for the scripts in its folder and the command-line tools its instructions call (python). Our summary lists: Python 3.

Does Postdoc Fellowship Matcher 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 Postdoc Fellowship Matcher safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. The check reads SKILL.md only: the scripts in the folder are not scanned, so read them before running anything.

What licence does Postdoc Fellowship Matcher use?

Postdoc Fellowship Matcher is published under the MIT licence (declared in SKILL.md). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Postdoc Fellowship Matcher use?

About 1.2k tokens (SKILL.md is roughly 5k 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 650 tokens, read only when the agent opens those files.

What are the alternatives to Postdoc Fellowship Matcher?

Skills that share tags, products or a category with Postdoc Fellowship Matcher: Hrm Rebuttal (brycewang-stanford/Awesome-Journal-Skills, 1.2k stars), Hrm Topic Selection (brycewang-stanford/Awesome-Journal-Skills, 1.2k stars), Hrm Workflow (brycewang-stanford/Awesome-Journal-Skills, 1.2k stars) and Clinical Trials Database (google-deepmind/science-skills, 3.2k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Postdoc Fellowship Matcher?

aipoch (a GitHub organization) maintains it in aipoch/medical-research-skills, which has 1,937 GitHub stars. The repository holds 578 skills in this directory. The repository was last updated on September 17, 2026.

Source: aipoch/medical-research-skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.