Qredence Documentation

rlm-wiki wraps Fleet-RLM with a Daytona-backed markdown wiki. Use it when research inputs are scattered across URLs, files, PDFs, and transcripts and you want the agent to build and maintain a durable knowledge base.

Operations

Operation	Implementation	Description
reset	`scripts/bootstrap_daytona_volume.py`	Inspect or reset a Daytona volume for wiki bootstrap
init	Skill-guided	Create `SCHEMA.md`, `index.md`, `log.md` in wiki root
ingest	Skill-guided	Capture sources under `raw/`, then propose-then-update
query	Skill-guided	Answer questions from compiled wiki knowledge
lint	Skill-guided	Report structural / semantic issues (read-only)

The reset operation has a standalone script; other operations are executed by the LLM following the skill workflow at skills/rlm-wiki/workflow.md.

Prerequisites

Daytona CLI installed and configured
Fleet-RLM source available
Python 3.11+ with uv

MCP servers

Server	Purpose
fleet-rlm	DSPy / RLM orchestration (local)
context7	Documentation fetching (remote)
neon	PostgreSQL metadata (remote)
daytona	Sandbox volume management (local)

Usage

# Dry-run (safe inspection)
uv run python plugins/rlm-wiki/scripts/bootstrap_daytona_volume.py --dry-run

# Destructive reset (requires explicit confirmation)
uv run python plugins/rlm-wiki/scripts/bootstrap_daytona_volume.py \
  --wiki-domain "my-domain" \
  --confirm-reset "RESET:rlm-volume-dspy"

The reset flow is destructive. Do not run it as routine validation — use the --dry-run smoke test instead.

See skills/rlm-wiki/workflow.md for the full operating checklist.

Validation

uv run pytest plugins/rlm-wiki/tests/test_bootstrap_daytona_volume.py
uv run python plugins/rlm-wiki/scripts/bootstrap_daytona_volume.py --dry-run

Last modified on May 19, 2026

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Fleet-RLM

Fleet Pi

GEPA Omni

Qredence Skills

Fleet Reasoner

Qredence Plugins

rlm-wiki plugin

Operations

Prerequisites

MCP servers

Usage

Validation

​Operations

​Prerequisites

​MCP servers

​Usage

​Validation

Operations

Prerequisites

MCP servers

Usage

Validation