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fix: remove introspection framework #51

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fix: remove introspection framework #51

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57253d0
fix: remove introspection framework — failed addition
May 21, 2026
5ce506d
fix: remove introspection skills from test.js expected list
May 22, 2026
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17 changes: 5 additions & 12 deletions README.md
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Original file line number Diff line number Diff line change
Expand Up @@ -14,7 +14,7 @@ See [CONTRIBUTING.md](CONTRIBUTING.md) for development setup and coding conventi
| [Providers](docs/PROVIDERS.md) | Embedding/generation providers, fallback chains, configuration |
| [CLI Reference](docs/CLI.md) | All `llmem` commands and options |
| [Python API](docs/API.md) | MemoryStore, Retriever, extension points, database schema, module reference |
| [Go API](docs/API.md#go-api) | Go packages — store, config, dream, extract, introspect, ollama, paths, session, systemd, taxonomy, urlvalidate |
| [Go API](docs/API.md#go-api) | Go packages — store, config, dream, extract, ollama, paths, session, systemd, taxonomy, urlvalidate |
| [Integrations](docs/INTEGRATIONS.md) | OpenCode, Copilot CLI, custom tools, session hooks |
| [Configuration](docs/CONFIGURATION.md) | config.yaml reference, path resolution, dream settings |
| [Search Reranking](docs/RERANKING.md) | Multi-signal reranking, signal weights, type priority |
Expand Down Expand Up @@ -81,7 +81,7 @@ See below for per-platform setup details.

### Go (memory store library)

The Go implementation provides the core memory store as a pure-Go library with no CGo dependency, plus a full CLI, dream cycle, session hooks, introspection, and extraction:
The Go implementation provides the core memory store as a pure-Go library with no CGo dependency, plus a full CLI, dream cycle, session hooks, and extraction:

```bash
go get github.com/MichielDean/LLMem
Expand Down Expand Up @@ -146,10 +146,8 @@ LLMem ships four skills focused on memory management. They load on-demand via th

| Skill | Description |
|-------|-------------|
| **llmem** | Manage LLMem memories — add, search, consolidate, dream, introspect, and track review outcomes. |
| **llmem** | Manage LLMem memories — add, search, consolidate, and dream. |
| **llmem-setup** | Install and configure LLMem — plugin deployment, provider setup, skill registration. |
| **introspection** | Operational reference for the introspection framework — self-assessment, sampajanna checks, error taxonomy. |
| **introspection-review-tracker** | Reference for the automated ReviewOutcomeTracker hook that persists review findings as self_assessment memories. |

## Templates

Expand Down Expand Up @@ -187,7 +185,7 @@ llmem init
llmem stats

# Verify skills are deployed
ls ~/.agents/skills/llmem ~/.agents/skills/introspection
ls ~/.agents/skills/llmem

# Verify plugin deployed (OpenCode)
ls ~/.config/opencode/plugins/llmem.js
Expand Down Expand Up @@ -216,11 +214,6 @@ llmem search "testing"
llmem search "testing" --type fact --limit 5 --json
llmem search "testing" --include-code --json

# Index a codebase
llmem learn ./src
llmem learn ./src --strategy fixed --window-size 30 --overlap 5
llmem learn ./src --no-embed

# List all memories
llmem list
llmem list --type decision --all
Expand Down Expand Up @@ -269,7 +262,7 @@ go test ./...

1349 Python tests and 142 JavaScript tests covering all providers, session adapters (OpenCode, Copilot, none), URL validation, configuration, security, session hooks, CLI commands, and edge cases.

Go tests covering store operations, FTS5 search, vector search, hybrid retrieval, embedding engine, metrics, URL validation, migrations, type validation, import/export, config, dream cycle, extraction, introspection, session hooks, path validation, systemd unit generation, and taxonomy.
Go tests covering store operations, FTS5 search, vector search, hybrid retrieval, embedding engine, metrics, URL validation, migrations, type validation, import/export, config, dream cycle, extraction, session hooks, path validation, systemd unit generation, and taxonomy.

## Makefile

Expand Down
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