hyperflow-trace SKILL.md skillA
hyperflow-trace from jeremylongshore/tons-of-skills-marketplace is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add jeremylongshore/tons-of-skills-marketplace/hyperflow-trace@git:20260602.6e9558fPins git:20260602.6e9558f in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- jeremylongshore/tons-of-skills-marketplace
- Path
plugins/ai-agency/hyperflow/templates/antigravity/skills/hyperflow-trace/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260602.6e9558f, committed Jun 2, 2026
- Size
- 1,632 bytes
- Repository stars
- 2,907
- License
- MIT
Hyperflow debugging. Use for bugs, test failures, runtime errors, broken builds, or "this doesn't work" reports — verbs like debug, "fix it", solve, "why is X failing", "Y is broken", or a pasted stack trace. Systematic root-cause analysis before any patch — never blind-patch symptoms.
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
# hyperflow-trace — root-cause phase (Antigravity single-agent) Find the root cause before changing anything. Follow the `hyperflow` doctrine. ## Steps 1. **Reproduce / locate.** Read the error, stack trace, or failing test. Identify the exact failing line and the observed-vs-expected behavior. 2. **5 Whys.** Trace the causal chain backward — keep asking "why" until you reach the true cause, not a symptom. 3. **Hypotheses.** List the 2-4 most plausible causes. For each, state a cheap test (read a file, add a log, run one test) that confirms or rules it out. Test them — narrow to the real cause. 4. **Confirm** the root cause with evidence (a failing assertion, a value print, a reproduced path). Do not patch on a guess. 5. **Fix** the root cause minimally. Add or update a test that would have caught it (characterization test before behavior change). 6. **Verify**: re-run the failing case + the surrounding suite. Self-review the diff (L1-L3). Commit as `fix(<scope>): <root cause>` (conventional, lowercase). ## Rules - Never blind-patch a symptom to make an error message disappear. - No behavior change beyond the fix unless asked. …
Read the whole file at its exact version.
How to install
mdr add jeremylongshore/tons-of-skills-marketplace/hyperflow-trace@sha256:31e5fc907c5772d9The line at the top of this page pins the label git:20260602.6e9558f, 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_axzyxqmjgd7zmpiz)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Jun 2, 2026.
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 (1632 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
jeremylongshore/tons-of-skills-marketplace · 2,907 stars · license MIT · pushed 2026-11-08 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_axzyxqmjgd7zmpiz GET https://markdownregistry.com/api/v1/resolve?ref=jeremylongshore/tons-of-skills-marketplace/hyperflow-trace GET https://markdownregistry.com/api/v1/blob/31e5fc907c5772d906d5b7cee1fe24ac11a918f94d84a314f2c4fe5098a73098
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.