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kapslap

IM Framework

by kapslap · GitHub ↗ · v1.5.0 · MIT-0
cross-platform ✓ Security Clean
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Install in OpenClaw
/install im-framework
Description
Reference, explain, and apply the Immanent Metaphysics (IM) framework by Forrest Landry. Uses a structured ontology of 767 entities as an index into the live...
README (SKILL.md)

Immanent Metaphysics Framework

Source: https://mflb.com/8192 — Forrest Landry's whitebook. This is the canonical text. The ontology in references/graph.jsonl is an index into it. Always fetch the source URL and quote exactly.

Reference Files

All files are in references/ (relative to this skill directory):

File Contents
graph.jsonl 767 entities — Concepts, Axioms, Theorems, Aphorisms, Implications + relations
whitebook-map.jsonl 73-entry structural map of whitebook chapters/sections with URLs
schema.yaml Type definitions and relation types
section-anchors.json Anchor-level URL map for fine-grained source links

Workflow

  1. Search the graph — find the relevant entity in references/graph.jsonl
  2. Get the URL — use the location field from the entity's properties
  3. Fetch the sourceweb_fetch(location_url) to get exact text
  4. Quote verbatim — cite with URL

Graph Query Examples

# Set path relative to skill dir (resolve from dirname of SKILL.md)
GRAPH="$(dirname $(realpath ~/Tillerman/Eitan/skills/im-framework/SKILL.md))/references/graph.jsonl"

# Search by concept name
grep -i '"name": "symmetry"' "$GRAPH"

# Search by keyword across names and definitions
python3 \x3C\x3C 'EOF'
import json
GRAPH = "/Users/Jared/Tillerman/Eitan/skills/im-framework/references/graph.jsonl"
TERM = "symmetry"  # change this
for line in open(GRAPH):
    d = json.loads(line)
    if d.get('op') != 'put':
        continue
    e = d.get('entity', {})
    p = e.get('properties', {})
    name = p.get('name', p.get('word', p.get('text', '')))
    defn = p.get('definition', '')
    loc = p.get('location', '')
    if TERM.lower() in (name + defn).lower():
        print(f"{e['type']}: {name}")
        print(f"  URL: {loc}")
        print(f"  Def: {defn[:300]}")
        print()
EOF

# List all entity types and counts
python3 \x3C\x3C 'EOF'
import json
from collections import Counter
GRAPH = "/Users/Jared/Tillerman/Eitan/skills/im-framework/references/graph.jsonl"
types = Counter()
for line in open(GRAPH):
    d = json.loads(line)
    if d.get('op') == 'put':
        types[d['entity']['type']] += 1
print(types)
EOF

# Search section anchors for a chapter
python3 \x3C\x3C 'EOF'
import json
ANCHORS = "/Users/Jared/Tillerman/Eitan/skills/im-framework/references/section-anchors.json"
anchors = json.load(open(ANCHORS))
# anchors is a dict of {anchor_id: {title, url, ...}}
TERM = "ethics"
for k, v in anchors.items():
    if TERM.lower() in str(v).lower():
        print(k, "->", v.get('url', ''), "|", v.get('title', ''))
EOF

Quoting Rules (MANDATORY)

  • Always use exact quotes from the source at mflb.com. Never paraphrase when the original is available.
  • Every quote must include the direct URL from the entity's location field.
  • Quote format:

    "[exact text from mflb.com]" — An Immanent Metaphysics, [section], [URL]

  • If the exact wording isn't in the ontology: web_fetch the URL directly — get the real text.
  • Aphorisms: use the text field from graph.jsonl verbatim. Do not alter.
  • Definitions: use the definition field verbatim when citing what a term means.
  • Label synthesis clearly: if applying the framework to a new situation, say so — don't present inference as direct quote.

Ontology Contents (references/graph.jsonl)

767 entities across 5 types:

Type Count Description
Concept 134 Named ideas — modality, domain, definition, source URL
Axiom 3 Foundational axioms — statement, implications, source URL
Theorem 11 ICT, Symmetry Ethics, Continuity Ethics, Bell's/Godel mappings
Aphorism 147 From Effective Choice — exact text, themes, source URL
Implication 4 Cross-domain applications (physics, logic, ethics, consciousness)

Relations: implies, paired_with, contrasts_with, depends_on, has_modality, illuminates, defined_in

Chapter URLs

Topic URL
Entry point https://mflb.com/8192
Three Modalities https://mflb.com/dvol/control/pcore/own_books/white_1/wb_web_2/zout/upmp_ch1.htm#1_modalities
Axioms https://mflb.com/dvol/control/pcore/own_books/white_1/wb_web_2/zout/upmp_ch1.htm#1_axioms
ICT https://mflb.com/dvol/control/pcore/own_books/white_1/wb_web_2/zout/upmp_ch3.htm#1_ict
Symmetry / Continuity https://mflb.com/dvol/control/pcore/own_books/white_1/wb_web_2/zout/upmp_ch3.htm#1_symmetry
Ethics https://mflb.com/dvol/control/pcore/own_books/white_1/wb_web_2/zout/upmp_ch6.htm
Path of Right Action https://mflb.com/dvol/control/pcore/own_books/white_1/wb_web_2/zout/upmp_ch6.htm#2_path
Basal Motivations https://mflb.com/dvol/control/pcore/own_books/white_1/wb_web_2/zout/upmp_ch6.htm#2_basal
Aphorisms of Effective Choice https://mflb.com/dvol/control/pcore/own_books/white_1/wb_web_2/zout/upmp_ch5.htm
Mind https://mflb.com/dvol/control/pcore/own_books/white_1/wb_web_2/zout/upmp_ch8.htm

Attribution

Always attribute to Forrest Landry's An Immanent Metaphysics. Distinguish:

  1. Direct citation — exact quote with source URL
  2. Close paraphrase — labeled as paraphrase with source URL
  3. Agent synthesis — labeled as your own application

Do not invent positions. Do not imply Forrest's endorsement of claims not grounded in the source text.

Usage Guidance
This skill appears to do what it says: search a local ontology and fetch/quote sections from mflb.com. Before installing, confirm that the large ontology files (references/graph.jsonl and whitebook-map.jsonl) are actually included or will be provided — SKILL.md refers to them but they are missing from the package you provided. Expect the agent to perform live web_fetch calls to mflb.com and to paste verbatim quotations (legal/copyright implications may apply). If you don't trust mflb.com or don't want the agent to fetch external webpages, don't install. If you proceed, verify the source files and ensure you are comfortable with the agent quoting external content verbatim.
Capability Analysis
Type: OpenClaw Skill Name: im-framework Version: 1.5.0 The skill bundle is a research and reference tool for the Immanent Metaphysics framework. It contains structured metadata, a schema, and a mapping of section anchors to canonical source URLs at mflb.com. The SKILL.md file provides functional Python and Bash examples for the agent to query local JSONL reference files; while these scripts include hardcoded local paths (e.g., /Users/Jared/...), they perform standard data processing tasks aligned with the skill's stated purpose and show no signs of malicious intent, data exfiltration, or harmful prompt injection.
Capability Assessment
Purpose & Capability
The skill claims to provide a searchable ontology and to ground answers in Forrest Landry's 'An Immanent Metaphysics' by indexing 767 entities and linking to mflb.com. That purpose aligns with the instructions and included schema/anchors. However, SKILL.md repeatedly references references/graph.jsonl and whitebook-map.jsonl (the ontology and structural map) which are not present in the provided file manifest. This mismatch is likely a packaging omission but is an inconsistency the user should confirm.
Instruction Scope
Runtime instructions are explicit: search the local graph, retrieve the entity's 'location' URL, call web_fetch(location_url) and quote verbatim with URL attribution. The only external action is fetching content from mflb.com, which is coherent with the skill's purpose. Example shell snippets include user-specific absolute paths (~/Tillerman/...) which are just examples and not required; they may confuse non-technical users but are not harmful.
Install Mechanism
This is instruction-only with no install steps or downloaded artifacts, so there is nothing written to disk by an installer. That is the lowest-risk install model.
Credentials
The skill requests no environment variables, credentials, or config paths. Its network fetch requirement (mflb.com) is necessary for its stated goal of quoting the canonical text; no unrelated secrets are requested.
Persistence & Privilege
The skill is not marked always:true and does not request persistent privileges. It is user-invocable and can be invoked autonomously by the agent (default platform behavior), which is expected for a skill of this type.
How to Use
  1. Make sure OpenClaw is installed (local or Docker)
  2. Run the install command in chat: /install im-framework
  3. After installation, invoke the skill by name or use /im-framework
  4. Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.5.0
v1.5.0: Added missing graph.jsonl + schema.yaml + section-anchors.json to references/. Added graph query examples with correct absolute paths. All 4 reference files now bundled: graph.jsonl, whitebook-map.jsonl, schema.yaml, section-anchors.json.
v1.4.0
Redesign: index + live fetch only. SKILL.md rewritten to be lightweight — search graph.jsonl, get URL, web_fetch source, quote verbatim. Removed schema.yaml, section-anchors.json, bible commentary. Two files only: graph.jsonl + whitebook-map.jsonl.
v1.3.0
Add section-anchors.json, quoting requirements, self-contained core references. Bible commentary available via inbox URL.
v1.2.0
Add section-anchors.json, im-bible-commentary/, quoting requirements, self-contained references
v2.0.1
Fixed empty definitions for Principle of Ethical Symmetry and Principle of Ethical Continuity in graph.jsonl. Both now contain the exact whitebook text from §2.12-6.
v2.0.0
Added 600 numbered section anchors (§1.3-1, §2.16-1, etc.) from all 9 whitebook chapters with direct mflb.com URLs. Updated 15 key ontology entities with precise section_number fields. New section-anchors.json index file. SKILL.md now references section numbers like Bible chapter:verse for precise citation.
v1.1.0
Bundled ontology files (graph.jsonl, whitebook-map.jsonl, schema.yaml). Skill is now self-contained - no external workspace files needed. Restructured SKILL.md with relative paths.
v1.0.0
Initial release: three axioms, modalities, ICT, effective choice, agent ethics, ontology (134 concepts/348 relations), soul template, attribution guide.
Metadata
Slug im-framework
Version 1.5.0
License MIT-0
All-time Installs 0
Active Installs 0
Total Versions 8
Frequently Asked Questions

What is IM Framework?

Reference, explain, and apply the Immanent Metaphysics (IM) framework by Forrest Landry. Uses a structured ontology of 767 entities as an index into the live... It is an AI Agent Skill for Claude Code / OpenClaw, with 404 downloads so far.

How do I install IM Framework?

Run "/install im-framework" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.

Is IM Framework free?

Yes, IM Framework is completely free, licensed under MIT-0. You can download, install and use it at no cost.

Which platforms does IM Framework support?

IM Framework is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).

Who created IM Framework?

It is built and maintained by kapslap (@kapslap); the current version is v1.5.0.

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