Skills
pradyumnasagar-open-research-skills

template

One sentence (max 200 chars) — what the skill does and when to use it.
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updated2026-09-03 16:08:57

My New Skill

One-line tagline. What's the one thing someone should remember about this skill?

When to use

  • Trigger condition 1 (concrete, specific)
  • Trigger condition 2
  • Trigger condition 3

When NOT to use

  • Anti-trigger 1 (where another skill fits better)
  • Anti-trigger 2

Hard rules

  1. No fabricated citations — every cited work must resolve to a verifiable record (DOI, PMID, arXiv ID, ISBN, URL with retrieval date).
  2. No claim without provenance — every quantitative or factual claim must point to a file, line, table, figure, or external source the agent can show.
  3. No silent failure — every script invocation, API call, or tool use must declare its exit status and what to do on non-zero.

Domain extensions (optional):

  • Domain-specific rule 1.
  • Domain-specific rule 2.

Cross-references

  • related-skill-slug-1 — one-line description.
  • related-skill-slug-2 — one-line description.
  • meta/integrity-audit — 7-mode AI failure-mode checklist (cross-cutting).

Workflow

  1. Step one. Short imperative sentence.
  2. Step two.
  3. Step three.

Code patterns

Pattern 1: 

# Short, copy-pasteable snippet. Include imports inline.
def example(input_path: str) -> dict:
    """One-line docstring."""
    ...

Pattern 2: 

# Another snippet.

Pitfalls

  • Don't do X — why it's wrong and what to do instead.
  • Watch out for Y — the failure mode and how to detect it.

Validation

How do you know it worked?

  • Check 1
  • Check 2

References

Changelog

  • 1.0.0 (2026-XX-XX) — Initial release.