sips-selfloop skillA
sips-selfloop is agent-read markdown (skill) from rasputinkaiser/self-improvement-plugin: Start, inspect, or continue a persistent SIPS self-improvement loop. Use when the user asks for /selfloop, wants the agent to iteratively improve itself, or wants a goal dedicated only to SIPS and agent capability..
Indexed from public GitHub and served as immutable, content-addressed versions. Install it pinned to an exact SHA-256 with the mdr CLI, and every file is verified against the hash recorded here before it reaches your agent. The deterministic audit below grades the latest version, and the same file always earns the same grade.
What the file says
# SIPS Selfloop Start or control the persistent loop with `python3 scripts/goal_state.py selfloop-set "<focus>"` from the SIPS plugin root, following `commands/selfloop.md`. Use the `homebase_selfloop` MCP tool instead when the live server exposes it. For each active cycle, establish a measured baseline, select one evidence-backed self-improvement target, checkpoint, make the smallest useful change, verify the gain against the baseline, and record the outcome. Restrict work to SIPS or the agent's reasoning, tools, memory, verification, context efficiency, autonomy, and self-correction. Do not substitute unrelated product work or cosmetic churn. After a proven gain, run `python3 scripts/goal_state.py selfloop-record improved "<proof-bearing summary>"` (or `homebase_selfloop` with action `record` when exposed), then record any durable lesson through SIPS Memory Fabric. Continue immediately while the goal is active. Two independent plateau cycles may complete the current objective. A real external block pauses the loop; an explicit stop clears it. ## Cost-bounded planning and review For a planning or research-heavy cycle, use one drafting pass, one independent …
Read the whole file at its exact version.
How to install
mdr add rasputinkaiser/self-improvement-plugin/sips-selfloop@git:20260720.dcc8fa1mdr add rasputinkaiser/self-improvement-plugin/sips-selfloop@sha256:31aa2fee72284a2aPin to a label to follow the author's releases, or to a sha256 to freeze the exact bytes forever. Either way the resolved hash is written to mdr.lock, and mdr install reproduces it on any machine.
[](https://markdownregistry.com/a/art_jfi5ambolca4jusj)
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Versions
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 (2104 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
rasputinkaiser/self-improvement-plugin · 8 stars · license MIT · pushed 2026-09-20 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_jfi5ambolca4jusj GET https://markdownregistry.com/api/v1/resolve?ref=rasputinkaiser/self-improvement-plugin/sips-selfloop GET https://markdownregistry.com/api/v1/blob/31aa2fee72284a2a51b03971c80ccf6c71f33815ceafb3138819fd47623071e8
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