assumption_fixing_and_rapid_execution SKILL.md skillC
assumption_fixing_and_rapid_execution from parisneo/lollms_client is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add parisneo/lollms_client/assumption_fixing_and_rapid_execution@git:20261013.137c2c2Pins git:20261013.137c2c2 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- C, 14 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- parisneo/lollms_client
- Path
skills/assumption_fixing_and_rapid_execution/SKILL.md- Versions recorded
- 1
- Latest version
- git:20261013.137c2c2, committed Oct 13, 2026
- Size
- 5,255 bytes
- Repository stars
- 13
- License
- Apache-2.0
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
# Assumption Fixing and Rapid Execution ## Purpose This skill codifies a self-correction protocol to eliminate redundant assumptions, reduce over-verification, and accelerate task completion by trusting verified context and acting decisively. ## Core Principles ### 1. Trust the Context, Don't Re-Verify - **Workspace Tree is authoritative**: If the tree shows a file exists, it exists. Do not re-list directories to confirm. - **Tool results are ground truth**: If a tool returned SUCCESS, the action succeeded. Do not re-run the same tool with identical parameters to "double-check." - **Turn Chronicle is binding**: If an action is listed in the Turn Chronicle, it has already been executed. Never repeat it. ### 2. Act First, Explain Second - **No preamble**: When a task is clear, emit the action tag (`<tool>`, `<artifact>`, `<unlock_file>`) as the FIRST tokens. Do not write "I will now..." or "Let me check..." - **Batch independent actions**: If multiple files need to be created or multiple tools need to be called with no dependencies between them, emit them all in sequence without pausing for commentary. …
Read the whole file at its exact version.
How to install
mdr add parisneo/lollms_client/assumption_fixing_and_rapid_execution@sha256:5c73706087807eb7The line at the top of this page pins the label git:20261013.137c2c2, 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_tyce4dx7ez3ku546)
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Versions
The registry has recorded 1 version of this file, committed on Oct 13, 2026.
Audit of the latest version
- fail: Frontmatter block present
- fail: Frontmatter declares a name
- fail: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (5255 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
Starting a new one? Use a template for SKILL.md on mdpantry, which passes every one of these checks and says what to change in it.
Source
parisneo/lollms_client · 13 stars · license Apache-2.0 · pushed 2026-11-05 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_tyce4dx7ez3ku546 GET https://markdownregistry.com/api/v1/resolve?ref=parisneo/lollms_client/assumption_fixing_and_rapid_execution GET https://markdownregistry.com/api/v1/blob/5c73706087807eb7ff331517737e6c26e285994d211f27cf2ed81b38ba447a76
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.