lean-debt SKILL.md skillA
lean-debt from snowflake-labs/cocoplus is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add snowflake-labs/cocoplus/lean-debt@v1.0.0Pins v1.0.0 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- snowflake-labs/cocoplus
- Path
.cortex/skills/cocolean/lean-debt/SKILL.md- Versions recorded
- 1
- Latest version
- v1.0.0, committed Sep 30, 2026
- Size
- 5,996 bytes
- Repository stars
- 728
- License
- MIT
CocoLean shortcut debt ledger — harvests cocoplus: comment markers across the CocoPod and produces a ranked deferral report sorted by ceiling imminence and age.
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
## Objective You are executing `$lean debt` — the CocoLean shortcut debt ledger. Harvest all `cocoplus:` comment markers across the CocoPod, assess ceiling imminence, and produce a ranked deferral report. Run this before sprint planning and before any release gate. Before proceeding, verify that `.cocoplus/` exists. If not, output: "CocoPlus is not initialized. Run `$pod init` first." Then stop. ## Step 1 — Run Deterministic Marker Harvest ``` invoke cocolean/lean-debt-engine ``` Run the command directly with Node. Do not wrap it in PowerShell redirection such as `2>&1`; stderr handling differs across shells and can corrupt the JSON output. The script: 1. Scans all `.sql`, `.js`, `.md`, `.yaml`, `.json` files in the CocoPod for `cocoplus:` comment markers 2. Extracts the three required fields from each marker: **what was simplified**, **ceiling condition**, **upgrade trigger** 3. Calculates ceiling imminence from current project metrics (from `dora-snapshot.json`, `flow.json`, `meta.json`) 4. Outputs a JSON array of debt records sorted by `(ceiling_imminence × days_since_annotation)` Read the JSON output. ## Step 2 — The cocoplus: Comment Protocol …
Read the whole file at its exact version.
How to install
mdr add snowflake-labs/cocoplus/lean-debt@sha256:56f89a36bc044bb5The line at the top of this page pins the label v1.0.0, 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_alei6gzet4a7kwyl)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Sep 30, 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 (5996 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
snowflake-labs/cocoplus · 728 stars · license MIT · pushed 2026-11-07 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_alei6gzet4a7kwyl GET https://markdownregistry.com/api/v1/resolve?ref=snowflake-labs/cocoplus/lean-debt GET https://markdownregistry.com/api/v1/blob/56f89a36bc044bb52eed67c9e5537f840533c793eaa137545ee3491534d6ed51
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.