Home / ai-analyst-lab / ai-analyst · .claude/skills/close-the-loop/SKILL.md · GitHub

close-the-loop skillA

close-the-loop is agent-read markdown (skill) from ai-analyst-lab/ai-analyst: Ensure every analysis that includes a recommendation ends with a clear, actionable follow-up plan. CRITICAL RULE - Only use this skill AFTER a specific recommendation has been made. Use this skill at the end of ANY analysis that produces a recommendation, action item, suggested fix, proposed investment, or conclusion that says "we should do X." This skill is CRITICAL for turning analytical insights into actual business outcomes — without it, recommendations get forgotten and never evaluated. App.

Indexed from public GitHub and served as immutable, content-addressed versions. Install it pinned to an exact SHA-256 with the mdr CLI, and every file is verified against the hash recorded here before it reaches your agent. The deterministic audit below grades the latest version, and the same file always earns the same grade.

What the file says

# Skill: Close-the-Loop

## Purpose
Ensure every analysis that includes a recommendation ends with a clear follow-up plan — who decides, what metric tracks success, when to check back, and what to do if the expected outcome doesn't materialize.

## When to Use

### Triggering Test (use this decision tree)

Ask yourself: "Has a specific recommendation or action item been made?"

- **YES** → Apply Close-the-Loop
- **NO** → Skip (even if a decision is needed, wait until the recommendation is formulated)

### Apply this skill when:
- The analysis concludes with a recommendation ("we should do X")
- Root cause investigation identifies a fix ("deploy the hotfix", "roll back v3.2")
- Opportunity sizing recommends an investment ("invest 2 eng-months to recover $2.1M")
- Multiple options are presented and a decision is needed ("Option A vs B vs C")
- The analysis outputs action items that need tracking

### Skip this skill when:
- Pure exploratory analysis with no recommendations ("interesting pattern, still investigating")
- User is asking whether to investigate ("should we look into this?" — this is premature, no recommendation yet)
…

Read the whole file at its exact version.

How to install

Latest version
mdr add ai-analyst-lab/ai-analyst/close-the-loop@git:20260902.b370de6
Exact content
mdr add ai-analyst-lab/ai-analyst/close-the-loop@sha256:a3eda9cb5b823407

Pin to a label to follow the author's releases, or to a sha256 to freeze the exact bytes forever. Either way the resolved hash is written to mdr.lock, and mdr install reproduces it on any machine.

Badge

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Versions

versioncommittedcommitsizeaudit
git:20260902.b370de6 latest2026-09-02 b370de6 13,421 BA view · diff
git:20260827.7ff2e252026-08-27 7ff2e25 14,311 BA view

Audit of the latest version

A  17 of 17 checks passed. Deterministic, no model, 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 (13421 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

ai-analyst-lab/ai-analyst · 302 stars · license MIT · pushed 2026-09-22 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_v43apv2h6fp3kbti
GET https://markdownregistry.com/api/v1/resolve?ref=ai-analyst-lab/ai-analyst/close-the-loop
GET https://markdownregistry.com/api/v1/blob/a3eda9cb5b82340761d0bdb6cb56c99b8f759029fdeadabfba1b56493e6a7080

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