reanalyze SKILL.md skillA

reanalyze from marcoemrich/agentic_coding_lab is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add marcoemrich/agentic_coding_lab/reanalyze@git:20261011.b7a9cef

Pins git:20261011.b7a9cef in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
marcoemrich/agentic_coding_lab
Path
.claude/skills/reanalyze/SKILL.md
Versions recorded
5
Latest version
git:20261011.b7a9cef, committed Oct 11, 2026
First version recorded
Sep 4, 2026
Size
12,119 bytes
Repository stars
37
License
MIT

Re-run the analysis pipeline on all runs matching an RQ, reaggregate metrics, and propose findings updates against the fresh data. Trigger when the user says "reanalyze RQ-N", "reanalyse RQ-N", "Runs neu analysieren", or wants to refresh metrics/findings after a pipeline change (analyze-run.sh fix, adapter added, ESLint config).

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

# Skill: reanalyze

Re-run `analyze-run.sh` on every run matching an RQ selector, reaggregate via `aggregate-by-query.py`, and propose findings updates. **No new runs are started** — this skill only refreshes existing data.

Typical use cases:
- Pipeline fix (analyze-run.sh changed, verification adapter added)
- Manual run cleanup (crash runs deleted, runs re-added)
- ESLint/SonarJS config change affecting smell metrics
- New fields added to metrics.json

## Argument

- `RQ-N` (e.g. `RQ-prompt-known-kata`) or a direct path to an RQ dir.
- If not given: ask back ("Which RQ? e.g. RQ-prompt-known-kata").
- RQ dirs live in four subtrees: `research/questions-claude/<chapter>-*/`, `research/questions-opencode/<chapter>-*/`, `research/questions-cross/<chapter>-*/`, and `research/workflow-dev/<chapter>-*/`. The chapter prefix is an ordering label; the stable id is the frontmatter `id:` (a slug like `RQ-prompt-known-kata`). Resolve it to a path by exact-line id-grep across all subtrees:
  ```bash
  RQ_DIR=$(grep -rlE "^id:[[:space:]]*RQ-prompt-known-kata[[:space:]]*$" \
             research/questions-claude/*/README.md \
             research/questions-opencode/*/README.md \
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add marcoemrich/agentic_coding_lab/reanalyze@sha256:5397c0578b6dc1ce

The line at the top of this page pins the label git:20261011.b7a9cef, 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.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_7dxzivnkm3b2wvkw.svg)](https://markdownregistry.com/a/art_7dxzivnkm3b2wvkw)

3 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 5 versions of this file, between Sep 4, 2026 and Oct 11, 2026, about one every 9 days.

versioncommittedcommitsizeaudit
git:20261011.b7a9cef latest2026-10-11 b7a9cef 12,119 BA view · diff
git:20261001.18c28e02026-10-01 18c28e0 12,122 BA view · diff
git:20261001.69926be2026-10-01 69926be 11,572 BA view · diff
git:20260917.90108492026-09-17 9010849 11,545 BA view · diff
git:20260904.228e4522026-09-04 228e452 11,549 BA view

Audit of the latest version

A  17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (12119 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

GitHub

marcoemrich/agentic_coding_lab · 37 stars · license MIT · pushed 2026-11-01 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_7dxzivnkm3b2wvkw
GET https://markdownregistry.com/api/v1/resolve?ref=marcoemrich/agentic_coding_lab/reanalyze
GET https://markdownregistry.com/api/v1/blob/5397c0578b6dc1ceaa7d4532a34463b6acee2d11479238cb09ea1d9f591e954a

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.

More from marcoemrich/agentic_coding_lab

build-overview SKILL.md skill
marcoemrich/agentic_coding_lab · .claude/skills/build-overview/SKILL.md · Generates an experiment-overview snapshot of all research questions under research/reports/. Invoke when a new…
git:20261011.b7a9cef · audit A · 37 stars
exact-coding-baseline-export SKILL.md skill
marcoemrich/agentic_coding_lab · .claude/skills/exact-coding-baseline-export/SKILL.md · Mint a new YYYY-MM-DD-exact-coding-baseline snapshot under research/workflow-dev/export/. Detects the current best…
git:20261001.51935f9 · audit A · 37 stars
run-rq SKILL.md skill
marcoemrich/agentic_coding_lab · .claude/skills/run-rq/SKILL.md · Use this skill to drive a research question (RQ) end-to-end: validate the RQ README, generate a fill batch-plan, start…
git:20261014.b8e5e79 · audit A · 37 stars
build-overview SKILL.md skill
marcoemrich/agentic_coding_lab · .opencode/skills/build-overview/SKILL.md · Generates an experiment-overview snapshot of all research questions under research/reports/. Invoke when a new…
git:20261011.b7a9cef · audit A · 37 stars
exact-coding-baseline-export SKILL.md skill
marcoemrich/agentic_coding_lab · .opencode/skills/exact-coding-baseline-export/SKILL.md · Mint a new YYYY-MM-DD-exact-coding-baseline snapshot under research/workflow-dev/export/. Detects the current best…
git:20261001.69926be · audit A · 37 stars
reanalyze SKILL.md skill
marcoemrich/agentic_coding_lab · .opencode/skills/reanalyze/SKILL.md · Re-run the analysis pipeline on all runs matching an RQ, reaggregate metrics, and propose findings updates against the…
git:20261001.18c28e0 · audit A · 37 stars
run-rq SKILL.md skill
marcoemrich/agentic_coding_lab · .opencode/skills/run-rq/SKILL.md · Use this skill to drive a research question (RQ) end-to-end: validate the RQ README, generate a fill batch-plan, start…
git:20261011.b7a9cef · audit A · 37 stars
CLAUDE.md CLAUDE.md file
marcoemrich/agentic_coding_lab · CLAUDE.md
git:20261014.a2b7ca5 · audit A · 37 stars
AGENTS.md@experiments/runs/2026-05-25_06-19-06_claim-office-prose_v1-oneshot-oc_opus-4-7-portkey/.opencode AGENTS.md file
marcoemrich/agentic_coding_lab · experiments/runs/2026-05-25_06-19-06_claim-office-prose_v1-oneshot-oc_opus-4-7-portkey/.opencode/AGENTS.md
git:20260525.03fa58e · audit A · 37 stars
AGENTS.md@experiments/runs/2026-05-25_06-19-06_claim-office-prose_v1-oneshot-oc_opus-4-7-portkey AGENTS.md file
marcoemrich/agentic_coding_lab · experiments/runs/2026-05-25_06-19-06_claim-office-prose_v1-oneshot-oc_opus-4-7-portkey/AGENTS.md
git:20260525.03fa58e · audit A · 37 stars
AGENTS.md@experiments/runs/2026-05-25_06-43-28_claim-office-prose_v1-oneshot-oc_opus-4-7-portkey/.opencode AGENTS.md file
marcoemrich/agentic_coding_lab · experiments/runs/2026-05-25_06-43-28_claim-office-prose_v1-oneshot-oc_opus-4-7-portkey/.opencode/AGENTS.md
git:20260525.a1239d0 · audit A · 37 stars
AGENTS.md@experiments/runs/2026-05-25_06-43-28_claim-office-prose_v1-oneshot-oc_opus-4-7-portkey AGENTS.md file
marcoemrich/agentic_coding_lab · experiments/runs/2026-05-25_06-43-28_claim-office-prose_v1-oneshot-oc_opus-4-7-portkey/AGENTS.md
git:20260525.a1239d0 · audit A · 37 stars

Every file in marcoemrich/agentic_coding_lab

Other files named reanalyze

reanalyze SKILL.md skill
marcoemrich/agentic_coding_lab · .opencode/skills/reanalyze/SKILL.md · Re-run the analysis pipeline on all runs matching an RQ, reaggregate metrics, and propose findings updates against the…
git:20261001.18c28e0 · audit A · 37 stars

Browse by kind, by grade A, or by owner.