backtest-reporting-standardized-tearsheet SKILL.md skillA
backtest-reporting-standardized-tearsheet from himanshuj16/algo-trading-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add himanshuj16/algo-trading-skills/backtest-reporting-standardized-tearsheet@v2.0.0Pins v2.0.0 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- himanshuj16/algo-trading-skills
- Path
skills/backtest-reporting-standardized-tearsheet/SKILL.md- Versions recorded
- 5
- Latest version
- v2.0.0, committed Sep 3, 2026
- First version recorded
- Jul 25, 2026
- Size
- 7,974 bytes
- Repository stars
- 50
- License
- Apache-2.0
Use at the end of a backtest run to produce one standard performance sheet (Sharpe, Sortino, Calmar, max drawdown, hit rate, profit factor) from a per-period returns array, so strategies are compared on identical metrics.
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
## When to Use Invoke this skill at the conclusion of every backtest run. Reporting fragmented or customized performance metrics makes comparing different trading strategies subject to cherry-picking bias. Generating a standardized performance tearsheet ensures every strategy is benchmarked against identical risk-adjusted returns, downside risk, trade statistics, and drawdown distribution rules. "Standardized" only holds if the conventions are pinned down, because the same returns produce different Sharpe and Calmar values under different defensible choices. This implementation fixes them explicitly and `references/standards.md` records each one with its source. ## When NOT to Use - **Not a trade-level analysis.** The generator consumes a per-period returns array. `Hit Rate` is the fraction of *periods* that were positive, which is not the same number as a per-trade win rate — a strategy holding one winning trade across 20 flat days has a 100% trade win rate and a 5% daily hit rate. For per-trade statistics, aggregate the trade log first and feed per-trade returns with `periods_per_year` set accordingly. …
Read the whole file at its exact version.
How to install
mdr add himanshuj16/algo-trading-skills/backtest-reporting-standardized-tearsheet@sha256:df5b912dbd4ba2e5The line at the top of this page pins the label v2.0.0, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_skcebkiei7iqwzpp)
2 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 5 versions of this file, between Jul 25, 2026 and Sep 3, 2026, about one every 10 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| v2.0.0 latest | 2026-09-03 | 8527a51 | 7,974 B | A | view · diff |
| v2.0.0 | 2026-08-13 | 097e217 | 8,062 B | A | view · diff |
| v1.0.0 | 2026-08-07 | 89d1436 | 2,354 B | A | view · diff |
| v1.0 | 2026-07-30 | dfc60c7 | 2,352 B | A | view · diff |
| v1.0 | 2026-07-25 | a4614e4 | 2,363 B | A | view |
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (7974 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
himanshuj16/algo-trading-skills · 50 stars · license Apache-2.0 · pushed 2026-09-14 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_skcebkiei7iqwzpp GET https://markdownregistry.com/api/v1/resolve?ref=himanshuj16/algo-trading-skills/backtest-reporting-standardized-tearsheet GET https://markdownregistry.com/api/v1/blob/df5b912dbd4ba2e5a65ad5e33cb4f35cd08dd1162ce750c96afa5f38cd45dd50
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.