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SKILL verified MIT Self-run

Pr Review Prep

skill-tellmefrankie-ai-investment-skills-pr-review-prep · by tellmefrankie

A Claude skill from tellmefrankie/ai-investment-skills.

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Install

$ agentstack add skill-tellmefrankie-ai-investment-skills-pr-review-prep

✓ scanned · ✓ verified, works with Claude Code, Cursor, and more.

Security review

✓ Passed

No issues found. Passed automated security review. · v0.1.0 How review works →

  • Prompt-injection patterns
  • Secret / credential exfiltration
  • Dangerous shell & filesystem operations
  • Untrusted network calls
  • Known-malicious package signatures

What it can access

  • Network access No
  • Filesystem access No
  • Shell / process execution No
  • Environment & secrets No
  • Dynamic code execution No

From automated source analysis of v0.1.0. “Used” means the capability is present in the source — more access means more to trust, not that it’s unsafe.

View the full security report →

Verified badge

Passed review? Show it. Paste this badge into your README, it links to the public security report.

AgentStack Verified badge Links to your public security report.
[![AgentStack Verified](https://agentstack.voostack.com/badges/verified.svg)](https://agentstack.voostack.com/security/report/skill-tellmefrankie-ai-investment-skills-pr-review-prep)

Reliability & compatibility

Security review passed
0 installs to date
no reviews yet
2mo ago

Declared compatibility

Claude CodeClaude Desktop

Compatibility is declared by the source manifest. End-to-end runtime verification is coming, see below.

Preview Execution monitoring

We're building live execution health for every listing: tool-call success rate, median latency, uptime, and last-checked timestamps, measured, not self-reported. It isn't live yet, so we don't show numbers we can't stand behind.

How agent discovery & health will work →
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About

PR Review Prep

Generate a complete pull request description from your git diff. Includes summary, test plan, risk assessment, and reviewer notes — in under 10 seconds.

What it does

  • Reads git diff main...HEAD (or any branch pair)
  • Classifies changes: new feature, bug fix, refactor, dependency update, config change
  • Writes PR title (under 70 chars), summary bullets, test plan checklist
  • Flags risk areas: database migrations, auth changes, public API surface changes
  • Identifies files that need extra reviewer attention
  • Optionally creates the PR via gh pr create

Usage

Prepare my PR description.
Branch: feat/options-flow-lottery-filter vs main
Include: summary, what changed, test plan, risk level, files to review carefully.
Format for GitHub PR body (markdown).

Example Output

## Summary

- Add real/lottery call separation to options flow analyzer
- Lottery threshold: premium  1.5 = bearish)

**Types** (`src/types/index.ts`)
- Added `LotteryMetrics` type: `{ lotteryPct, realCallOI, realPutOI }`

**Tests** (`tests/options.test.ts`)
- 4 new test cases: RXRX 84% lottery inversion, KTOS clean signal, edge cases

## Test Plan

- [ ] Run `pnpm test` — all existing tests pass
- [ ] Manual: run analyzer on RXRX — confirm adj P/C ≠ raw P/C when lottery > 50%
- [ ] Manual: run on KTOS — confirm adj P/C close to raw when lottery < 30%
- [ ] Check Polygon API error handling still works (mock API key test)

## Risk Assessment

Risk level: LOW

- No DB schema changes
- No public API surface changes
- Additive only — raw P/C still computed, adj P/C is additional field
- Backward compatible with existing callers

## Files needing careful review

- `src/options/analyzer.ts` — core logic change, review threshold values
- `src/types/index.ts` — new type, ensure downstream consumers updated

Configuration

Prep my PR:
Base branch: main
Head branch: current (auto-detect)
Style: github  # options: github | gitlab | linear | jira
Risk scan: true  # flag auth, migrations, API changes
Create PR: false  # set true to auto-create via gh CLI
Reviewers: @teammate1, @teammate2

Why not just write it manually?

The description above took 8 minutes to write manually. This skill generates it in 8 seconds and catches the risk flags you forget when you're rushing to ship.

Reviewers merge faster when they understand the change. Better descriptions = shorter review cycles.

Requirements

  • Bash tool access (runs git diff, git log)
  • gh CLI installed (optional, for auto-create)

Free

Fully free and open source.

Part of the AI Investment Skills Bundle — $29 one-time. → https://jaehyunpark.gumroad.com/l/tcyahy

Author

Built after submitting a PR with "fixes stuff" as the description and getting it stuck in review for 3 days.

Source & license

This open-source skill is cataloged on AgentStack and links to its original source — we do not rehost the code.

Install and usage instructions live in the source repository linked above.

Reviews

No reviews yet, be the first.

Versions

  • v0.1.0 Imported from the upstream source.