continuous-improvement-sop SKILL.md skillA
continuous-improvement-sop from anonymousnomad/aide-sovereign-workbench is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add anonymousnomad/aide-sovereign-workbench/continuous-improvement-sop@git:20260823.df7cbdePins git:20260823.df7cbde in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- anonymousnomad/aide-sovereign-workbench
- Path
skills/packs/continuous-improvement-sop/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260823.df7cbde, committed Aug 23, 2026
- Size
- 6,697 bytes
- Repository stars
- 53
- License
- Apache-2.0
Standard operating procedure for when you discover something wrong, suboptimal, or improvable in any project as you work through it. Triggered automatically when you notice a bug, a heuristic masquerading as rigor, a broken pipeline, a better pattern, a redundancy, or any deviation from the skills and research we've already established. Use to (1) capture the finding honestly, (2) classify it, (3) fix it immediately if safe, (4) write the correction into the governing skill, and (5) log it in…
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
# Continuous Improvement SOP — Find, Fix, Encode, Log ## The Rule **When you notice something wrong or know a better way, you must act on it — not just note it and move on.** A pipeline that produces plausible-looking but fake output is worse than one that produces nothing. If a heuristic is being used where real verification is possible, fix it. If a skill exists but a new case contradicts it, update the skill. Every finding becomes a durable change in the system: a fix, a skill edit, or a documented tradeoff. ## Step 1 — Capture the finding (state it plainly) Name the issue in one sentence. Do not soften it. Examples of what counts: - **Fake rigor** — a mechanical transform that looks like verification but isn't (e.g. keyword-bucketing thinking into "RULE:/EVIDENCE:" without the content being a real second reasoning pass). - **Broken pipeline** — script bug, stale path, wrong runtime flag, format drift. - **Skill gap** — a case the existing skill doesn't cover, or a skill that now contradicts observed evidence. - **Better pattern** — research-backed practice we're not yet applying (Orca-2 multi-strategy, verification-by-execution, 5-gate, teacher-strength-scoping, etc.). …
Read the whole file at its exact version.
How to install
mdr add anonymousnomad/aide-sovereign-workbench/continuous-improvement-sop@sha256:d842dc0e40142463The line at the top of this page pins the label git:20260823.df7cbde, 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_qh462mw7dg3gbvj5)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Aug 23, 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 (6697 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
anonymousnomad/aide-sovereign-workbench · 53 stars · license Apache-2.0 · pushed 2026-10-26 · branch covert-production
API
GET https://markdownregistry.com/api/v1/artifacts/art_qh462mw7dg3gbvj5 GET https://markdownregistry.com/api/v1/resolve?ref=anonymousnomad/aide-sovereign-workbench/continuous-improvement-sop GET https://markdownregistry.com/api/v1/blob/d842dc0e401424634777934cbabdcd58a92b0cf1ad6d4acedb7c6097a87518d6
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.