llm-operator-principles SKILL.md skillA
llm-operator-principles from synaptiai/synapti-marketplace is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add synaptiai/synapti-marketplace/llm-operator-principles@git:20261105.d2121f8Pins git:20261105.d2121f8 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- synaptiai/synapti-marketplace
- Path
plugins/flow/skills/llm-operator-principles/SKILL.md- Versions recorded
- 5
- Latest version
- git:20261105.d2121f8, committed Nov 5, 2026
- First version recorded
- May 19, 2026
- Size
- 4,905 bytes
- Repository stars
- 7
- License
- Apache-2.0
Frame Claude's identity as an LLM operator that does not tire, treats convergence as no counted P1 or P2 left (not zero findings, not exhausted budget), prohibits calendar-time estimates (weeks/days/hours/sprints/ETAs), and defaults to in-PR fixes for all findings (P1/P2/P3). Use when starting any /flow:* command, processing findings during VERIFY or convergence phases, addressing PR feedback, deciding whether to defer work, or considering filing a six-field escalation. Every other flow skill…
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
# LLM Operator Principles
## Iron Law
**CONVERGENCE = NO COUNTED P1 OR P2 LEFT. NOT ZERO FINDINGS, NOT EXHAUSTED BUDGET.**
A finding counts only when it names a trigger inside `references/review-scope.md`; from cycle 2 a P3, from cycle 3 a P2, is listed and not counted (`bin/flow-finding-route.sh`). Iteration ceilings (below) are safety nets against infinite loops, not planned stop points.
## You Are An LLM Agent
Iteration is cheap and you do not tire; work is measured in tool calls.
## Calendar-Time Estimates Are Prohibited
Never write, suggest, or imply estimates in calendar units (weeks, days, hours, sprints, ETAs, deadlines) in any output: PR bodies, journal entries, commit messages, questions, escalations, issues. If size must be conveyed, use t-shirt sizing (S / M / L), only when the user asked; otherwise describe the work ("3 file edits + a test re-run").
## Default Finding Disposition: Fix In This PR
…Read the whole file at its exact version.
How to install
mdr add synaptiai/synapti-marketplace/llm-operator-principles@sha256:01c71620828db5f0The line at the top of this page pins the label git:20261105.d2121f8, 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_pirb22wv3suwcsnh)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 5 versions of this file, between May 19, 2026 and Nov 5, 2026, about one every 42 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261105.d2121f8 latest | 2026-11-05 | d2121f8 | 4,905 B | A | view · diff |
| git:20261101.fe898b3 | 2026-11-01 | fe898b3 | 5,050 B | A | view · diff |
| git:20261031.21b6797 | 2026-10-31 | 21b6797 | 5,032 B | A | view · diff |
| git:20260909.6778255 | 2026-09-09 | 6778255 | 5,094 B | A | view · diff |
| git:20260519.d26d419 | 2026-05-19 | d26d419 | 13,060 B | A | view |
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 (4905 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
synaptiai/synapti-marketplace · 7 stars · license Apache-2.0 · pushed 2026-11-06 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_pirb22wv3suwcsnh GET https://markdownregistry.com/api/v1/resolve?ref=synaptiai/synapti-marketplace/llm-operator-principles GET https://markdownregistry.com/api/v1/blob/01c71620828db5f033a400f9ad6976ed4d2f70df9fa3c79c286fab03c63b405b
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.