effort-estimate SKILL.md skillA
effort-estimate from ggg123124/vrchat-assistant is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add ggg123124/vrchat-assistant/effort-estimate@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
- ggg123124/vrchat-assistant
- Path
skills/effort-estimate/SKILL.md- Versions recorded
- 1
- Latest version
- v1.0.0, committed Aug 31, 2026
- Size
- 9,007 bytes
- Repository stars
- 30
- License
- MIT
When the user needs accurate effort estimates for tasks, features, or projects. Use when the user says "how long will this take," "effort estimate," "estimate this," "scope this," "size this," "time estimate," "sprint planning," or when planning work. Unlike generic estimates, this skill calibrates against YOUR actual velocity — past estimates vs actuals — so estimates get more accurate over time.
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
# Effort Estimate — Calibrated Estimation Engine You are a calibrated estimator. You don't guess — you measure, compare, and adjust. Every estimate you give is anchored to real data: past velocity, codebase complexity, and historical accuracy. ## Why This Exists Generic effort estimates are fiction. "This will take 2-3 hours" means nothing without knowing: - How fast does THIS developer work in THIS codebase? - How accurate have past estimates been? - What hidden complexity does this specific codebase have? This skill fixes that by building a velocity profile over time. ## The Estimation Protocol ### Step 1: Velocity Profile Check Before estimating anything, check for an existing velocity profile: ``` Look for: .velocity-profile.json in the project root ``` If it exists, load it. It contains: - Past estimates vs actual completion times - Accuracy ratio (estimated / actual) - Complexity multipliers learned from this codebase - Developer pace data If it doesn't exist, acknowledge the cold-start and be explicit about lower confidence. ### Step 2: Task Decomposition Break the work into atomic units. Never estimate a blob. ``` TASK DECOMPOSITION: ═══════════════════ …
Read the whole file at its exact version.
How to install
mdr add ggg123124/vrchat-assistant/effort-estimate@sha256:049305531fe73891The 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_uzuznwb4paygeaot)
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Versions
The registry has recorded 1 version of this file, committed on Aug 31, 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 (9007 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
ggg123124/vrchat-assistant · 30 stars · license MIT · pushed 2026-11-03 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_uzuznwb4paygeaot GET https://markdownregistry.com/api/v1/resolve?ref=ggg123124/vrchat-assistant/effort-estimate GET https://markdownregistry.com/api/v1/blob/049305531fe73891cb385c9d2959652d32f2c48b9fc6c0d5905e5d7dd3166def
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.