robinslange/learning-loop

Self-improving learning loop plugin for Claude Code

11Stars on the repository
52Mods indexed here, across every type
10d agoLast push, which is what freshness is scored on
Apache-2.0Licence, which decides whether bodies are shown

correction-analyser

01

robinslange/learning-loop

Agent

Given a retracted or updated belief, traces the justification index for sole-justification dependents and classifies each downstream note by argumentation attack type. Produces an impact map for user review before any rewrites.

11 10d ago A 49 tokens original Apache-2.0

robinslange/learning-loop

Agent

Web researcher for /discovery journeys. Searches iteratively until mechanical convergence detection signals saturation.

11 10d ago A 24 tokens original Apache-2.0

robinslange/learning-loop

Agent

Vault knowledge scout for /discovery journeys. Searches existing Obsidian notes and episodic memory to surface what the user already knows about a topic.

11 10d ago A 37 tokens original Apache-2.0

gap-analyser

04

robinslange/learning-loop

Agent

Socratic lens across knowledge bases. Surfaces tensions, questions absences, and flags thin ice. Never judges: presents what a critical thinker needs to see.

11 10d ago A 36 tokens original Apache-2.0

inbox-organiser

05

robinslange/learning-loop

Agent

Batch inbox triage agent. Classifies intention status (intentioned/resolved/limbo), clusters by topic, assesses maturity via promote-gate, routes to correct folders, surfaces top-5 limbo notes for close-or-plan decision, detects counter-arguments, and executes promotions autonomously. Sweeps 1-fleeting/ for archival…

11 10d ago A 84 tokens original Apache-2.0

ingest-context

06

robinslange/learning-loop

Agent

Extracts atomic insights from any content Claude can read: text, PDFs, images, code, conversations, docs, or any other format.

11 10d ago A 32 tokens original Apache-2.0

ingest-linear

07

robinslange/learning-loop

Agent

Fetches and extracts insights from Linear tickets. Pulls assigned tickets or project-scoped tickets, extracts patterns and project state.

11 10d ago A 29 tokens original Apache-2.0

ingest-mapper-arch

08

robinslange/learning-loop

Agent

Maps architectural layers, data flow, key abstractions, and entry points for a repository being ingested. Writes ARCH.md to ingested-repos/ / with file:line citations.

11 10d ago A 46 tokens original Apache-2.0

robinslange/learning-loop

Agent

Maps coding conventions, naming patterns, import organization, testing patterns. Writes CONVENTIONS.md to ingested-repos/ / with file:line citations.

11 10d ago A 40 tokens original Apache-2.0

robinslange/learning-loop

Agent

Maps the problem space, core assumptions, mental model, and anti-goals of a repository. Writes DOMAIN.md to ingested-repos/ / with file:line citations.

11 10d ago A 43 tokens original Apache-2.0

ingest-mapper-stack

11

robinslange/learning-loop

Agent

Maps tech stack, dependencies, integrations, and runtime config for a repository being ingested. Writes STACK.md to ingested-repos/ / with file:line citations.

11 10d ago A 42 tokens original Apache-2.0

ingest-mapper-state

12

robinslange/learning-loop

Agent

Captures ephemeral project state (current branch, recent commits, in-flight work, surface-visible concerns) from a repository being ingested. Returns inline JSON to coordinator, writes NO files.

11 10d ago A 43 tokens original Apache-2.0

ingest-repo

13

robinslange/learning-loop

Agent

Scans a repository and extracts architecture, stack, patterns, and project context as insights.

11 10d ago A 23 tokens original Apache-2.0

ingest-synthesizer

14

robinslange/learning-loop

Agent

Merges 4 structured mapper docs + state sidecar JSON into confirmedinsights JSON for the existing route-output pipeline. Read-only; no file writes.

11 10d ago A 38 tokens original Apache-2.0

literature-capturer

15

robinslange/learning-loop

Agent

Captures an external source as a literature note. Fetches content, extracts core ideas in persona voice, finds vault connections and counterpoints, verifies claims, writes to 2-literature/.

11 10d ago A 44 tokens original Apache-2.0

note-deepener

16

robinslange/learning-loop

Agent

Strengthens a single vault note. Assesses maturity, researches gaps scaled to need, rewrites in persona voice, verifies sources, promotes when ready. Splits multi-idea notes.

11 10d ago A 42 tokens original Apache-2.0

note-scorer

17

robinslange/learning-loop

Agent

Batch note quality scorer for the Obsidian vault. Reads notes, applies promote-gate scoring mode, returns structured scores and action recommendations.

11 10d ago A 33 tokens original Apache-2.0

note-verifier

18

robinslange/learning-loop

Agent

Verifies note claims against cited sources. Checks source URLs are reachable, claims are supported, and no references are fabricated. Returns 4-level ordinal confidence per claim (strong/partial/no source/contradicted) with specific issues.

11 10d ago A 51 tokens original Apache-2.0

note-writer

19

robinslange/learning-loop

Agent

Persona-voiced note writer for the Obsidian vault. Takes topic, research findings, and optional existing note content: produces atomic notes following capture-rules.md in Hemingway/Musashi/Lao Tzu voice.

11 10d ago A 48 tokens original Apache-2.0

refinement-proposer

20

robinslange/learning-loop

Agent

Proposes upstream refinements when a new vault note touches an existing claim. Returns structured JSON for the driver to apply via Write or counter-argument linking.

11 10d ago A 36 tokens original Apache-2.0