Install
$ agentstack add skill-tellmefrankie-ai-investment-skills-pr-review-prep ✓ scanned · ✓ verified, works with Claude Code, Cursor, and more.
Security review
✓ PassedNo 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.
Verified badge
Passed review? Show it. Paste this badge into your README, it links to the public security report.
Reliability & compatibility
Declared compatibility
Compatibility is declared by the source manifest. End-to-end runtime verification is coming, see below.
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 →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) ghCLI 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.
- Author: tellmefrankie
- Source: tellmefrankie/ai-investment-skills
- License: MIT
- Homepage: https://jaehyunpark.gumroad.com/l/tcyahy
Install and usage instructions live in the source repository linked above.
Reviews
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Versions
- v0.1.0 Imported from the upstream source.