IM Framework

v1.5.0

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...

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Previewing Install & Setup.
Prompt PreviewInstall & Setup
Install the skill "IM Framework" (kapslap/im-framework) from ClawHub.
Skill page: https://clawhub.ai/kapslap/im-framework
Keep the work scoped to this skill only.
After install, inspect the skill metadata and help me finish setup.
Use only the metadata you can verify from ClawHub; do not invent missing requirements.
Ask before making any broader environment changes.

Command Line

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openclaw skills install im-framework

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npx clawhub@latest install im-framework
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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.
Assessment
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.

Like a lobster shell, security has layers — review code before you run it.

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Updated 4w ago
v1.5.0
MIT-0

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):

FileContents
graph.jsonl767 entities — Concepts, Axioms, Theorems, Aphorisms, Implications + relations
whitebook-map.jsonl73-entry structural map of whitebook chapters/sections with URLs
schema.yamlType definitions and relation types
section-anchors.jsonAnchor-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 << '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 << '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 << '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:

TypeCountDescription
Concept134Named ideas — modality, domain, definition, source URL
Axiom3Foundational axioms — statement, implications, source URL
Theorem11ICT, Symmetry Ethics, Continuity Ethics, Bell's/Godel mappings
Aphorism147From Effective Choice — exact text, themes, source URL
Implication4Cross-domain applications (physics, logic, ethics, consciousness)

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

Chapter URLs

TopicURL
Entry pointhttps://mflb.com/8192
Three Modalitieshttps://mflb.com/dvol/control/pcore/own_books/white_1/wb_web_2/zout/upmp_ch1.htm#1_modalities
Axiomshttps://mflb.com/dvol/control/pcore/own_books/white_1/wb_web_2/zout/upmp_ch1.htm#1_axioms
ICThttps://mflb.com/dvol/control/pcore/own_books/white_1/wb_web_2/zout/upmp_ch3.htm#1_ict
Symmetry / Continuityhttps://mflb.com/dvol/control/pcore/own_books/white_1/wb_web_2/zout/upmp_ch3.htm#1_symmetry
Ethicshttps://mflb.com/dvol/control/pcore/own_books/white_1/wb_web_2/zout/upmp_ch6.htm
Path of Right Actionhttps://mflb.com/dvol/control/pcore/own_books/white_1/wb_web_2/zout/upmp_ch6.htm#2_path
Basal Motivationshttps://mflb.com/dvol/control/pcore/own_books/white_1/wb_web_2/zout/upmp_ch6.htm#2_basal
Aphorisms of Effective Choicehttps://mflb.com/dvol/control/pcore/own_books/white_1/wb_web_2/zout/upmp_ch5.htm
Mindhttps://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.

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