aid-closed-loop-on-by-default SKILL.md skillA
aid-closed-loop-on-by-default 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/aid-closed-loop-on-by-default@git:20260908.e9ac98dPins git:20260908.e9ac98d 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/aid-closed-loop-on-by-default/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260908.e9ac98d, committed Sep 8, 2026
- Size
- 10,094 bytes
- Repository stars
- 53
- License
- Apache-2.0
Wire AIDE's self-improvement loop (`scripts/selfimprove.mjs`) into the daemon lifecycle so it runs continuously, not only on manual invocation. Per the 2026 research (Auto-Dreamer, CLaaS, Sleep-Time Compute), the closed-loop that captures trajectories, clusters failures, and emits verifier-stamped signals for the fine-tune lane is the "Iron Man suit" — the model gets better from real use. This skill encodes the exact wire-in: where to hook it in the daemon, what triggers it, what the contract…
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
# AIDE Closed-Loop On By Default — Wire-In Recipe ## Status: PARTIAL (2026-09-03) - `scripts/selfimprove.mjs` exists and works in `--dry-run` mode (verified: OBSERVE → DETECT → CLUSTER → ROUTE → EMIT → DELEGATE → VERIFY → JOURNAL loop runs, 0 events because AIDE stack is down). - The runner is **NOT** yet wired into the daemon lifecycle. It only runs on manual invocation. - The state bus `.aide/cipher-state.jsonl` exists but is empty (0 events in last 24h) because the AIDE stack is down. - This skill encodes the exact wire-in path so the loop runs continuously. ## What this skill is AIDE has a self-improvement runner (`scripts/selfimprove.mjs`) that reads the state bus, clusters failures, emits signals, and journals the result. The runner is the bridge between the harness (every task = a trajectory event) and the fine-tune lane (the model gets better from real use). **The gap:** the runner only runs when manually invoked. For the model to actually self-improve, the runner must be triggered automatically — after every N trajectories, on a schedule, or on a specific event (e.g., 3 consecutive failures of the same task type). This skill encodes: …
Read the whole file at its exact version.
How to install
mdr add anonymousnomad/aide-sovereign-workbench/aid-closed-loop-on-by-default@sha256:169a386e794a34dbThe line at the top of this page pins the label git:20260908.e9ac98d, 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_ydw6mji3whj674k7)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Sep 8, 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 (10094 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_ydw6mji3whj674k7 GET https://markdownregistry.com/api/v1/resolve?ref=anonymousnomad/aide-sovereign-workbench/aid-closed-loop-on-by-default GET https://markdownregistry.com/api/v1/blob/169a386e794a34db328d2097efb2be1fcb48a4e5d3e118bde0f17e5cc842a4d5
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.