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docs: Add comprehensive library reference documentation#8

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zircote merged 2 commits into
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docs/library-modules-documentation-ba5b1c33b95f6660
Feb 16, 2026
Merged

docs: Add comprehensive library reference documentation#8
zircote merged 2 commits into
mainfrom
docs/library-modules-documentation-ba5b1c33b95f6660

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Summary

Addresses documentation gap identified by the Update Docs workflow: several Python library modules (config.py, memory_reader.py, relationships.py) were not documented in the library README.

Changes

New Documentation

  • docs/library-reference.md - Comprehensive library reference covering all 6 core modules:
    • paths.py - Path resolution and filesystem layout
    • config.py - Configuration management
    • memory_reader.py - Memory file parsing
    • search.py - Memory search and ranking
    • relationships.py - Relationship types and linking
    • ontology.py - Custom ontology support

Updated Files

  • README.md - Added link to library reference in documentation table
  • lib/README.md - Added cross-reference to complete library guide at top of file

Documentation Structure

Each module section includes:

  • Overview and use cases
  • Quick start examples
  • API reference with type signatures
  • Usage patterns and best practices
  • Design notes and implementation details

Developer Experience

  • Progressive disclosure: High-level overview first, detailed API reference second
  • Code examples: Practical, copy-paste ready examples for common tasks
  • Type safety: Full type signatures documented
  • Cross-references: Links to related docs (ADRs, guides, skills)

Testing

Verified all code examples compile and cross-references resolve.


Documentation Coverage: All 6 core library modules now documented
Format: Markdown with GitHub Flavored Markdown syntax
Style: Following Diátaxis framework (reference-oriented documentation)

AI generated by Update Docs

- Created docs/library-reference.md with complete API reference for all library modules
- Documented config.py, memory_reader.py, search.py, relationships.py, ontology.py
- Added module overview, usage examples, and API reference for each
- Updated README.md to reference new library documentation
- Updated lib/README.md with cross-reference to complete library guide
- Addresses documentation gap: lib modules config, memory_reader, relationships were undocumented

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
@github-actions github-actions Bot added documentation Improvements or additions to documentation enhancement New feature or request automation labels Feb 16, 2026
@zircote zircote marked this pull request as ready for review February 16, 2026 18:11
Copilot AI review requested due to automatic review settings February 16, 2026 18:11

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Pull request overview

This PR addresses a documentation gap by adding comprehensive reference documentation for the Python library modules used across mnemonic. The Update Docs workflow identified that several library modules (config.py, memory_reader.py, relationships.py) lacked documentation in the existing library README.

Changes:

  • Added comprehensive library reference documentation covering all 6 core modules (paths, config, memory_reader, search, relationships, ontology)
  • Updated README.md to link to the new library reference in the documentation table
  • Enhanced lib/README.md with cross-references to the complete library guide

Reviewed changes

Copilot reviewed 3 out of 3 changed files in this pull request and generated 16 comments.

File Description
docs/library-reference.md New 667-line comprehensive library reference with API documentation for all 6 core modules, including type signatures, examples, and design notes
README.md Added library reference link to documentation table
lib/README.md Restructured to introduce all library modules and cross-reference the complete library guide while maintaining focus on path resolution

Comment thread docs/library-reference.md Outdated
Comment on lines +466 to +475
# Get ontology file path (precedence order)
ontology_path = get_ontology_file()
# Checks: project > user > fallback
````

**Ontology Resolution** (precedence order):
1. Project: `.claude/mnemonic/ontology.yaml`
2. User: `~/.claude/mnemonic/ontology.yaml`
3. Fallback: `skills/ontology/fallback/ontologies/mif-base.ontology.yaml`

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The ontology resolution precedence order documentation is incorrect. According to lib/ontology.py lines 24-41, get_ontology_file() only checks for the fallback ontology file at skills/ontology/fallback/ontologies/mif-base.ontology.yaml. It does NOT check project (.claude/mnemonic/ontology.yaml) or user (~/.claude/mnemonic/ontology.yaml) locations. Either the documentation should be updated to reflect the actual implementation, or the implementation needs to be enhanced to support the documented precedence order.

Suggested change
# Get ontology file path (precedence order)
ontology_path = get_ontology_file()
# Checks: project > user > fallback
````
**Ontology Resolution** (precedence order):
1. Project: `.claude/mnemonic/ontology.yaml`
2. User: `~/.claude/mnemonic/ontology.yaml`
3. Fallback: `skills/ontology/fallback/ontologies/mif-base.ontology.yaml`
# Get ontology file path
ontology_path = get_ontology_file()
# Currently resolves to the built-in fallback ontology file:
# skills/ontology/fallback/ontologies/mif-base.ontology.yaml

Ontology Resolution:

Currently, get_ontology_file() resolves only the built-in fallback ontology:

  1. Fallback: skills/ontology/fallback/ontologies/mif-base.ontology.yaml

Project-level (.claude/mnemonic/ontology.yaml) and user-level
(~/.claude/mnemonic/ontology.yaml) ontology files are not currently
used in the resolution process and may be supported in a future version.

Copilot uses AI. Check for mistakes.
Comment thread docs/library-reference.md Outdated
Comment on lines +333 to +335
from_file=Path("decision-a.memory.md"),
to_file=Path("decision-b.memory.md"),
relationship_type="supersedes", # snake_case or PascalCase

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The parameter names are incorrect. According to lib/relationships.py lines 286-291, the function signature is add_bidirectional_relationship(source_path: str, target_path: str, rel_type: str, label: Optional[str] = None), not add_bidirectional_relationship(from_file, to_file, relationship_type, label=None). The parameters should be source_path and target_path (both str), not from_file and to_file (Path objects). Also, the parameter is rel_type, not relationship_type.

Suggested change
from_file=Path("decision-a.memory.md"),
to_file=Path("decision-b.memory.md"),
relationship_type="supersedes", # snake_case or PascalCase
source_path="decision-a.memory.md",
target_path="decision-b.memory.md",
rel_type="supersedes", # snake_case or PascalCase

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Comment thread docs/library-reference.md
Comment on lines +373 to +377
add_bidirectional_relationship(
from_file=Path("new-approach.memory.md"),
to_file=Path("old-approach.memory.md"),
relationship_type="supersedes"
)

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The example code uses incorrect parameter names. According to lib/relationships.py line 286-291, the parameters should be source_path and target_path (str), not from_file and to_file (Path). The parameter name is also rel_type, not relationship_type. The example should use string paths or convert Path objects to strings.

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Comment thread docs/library-reference.md Outdated

---

#### `add_bidirectional_relationship(from_file, to_file, relationship_type, label=None)`

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The function signature is incorrect. According to lib/relationships.py line 286-291, the correct signature is add_bidirectional_relationship(source_path: str, target_path: str, rel_type: str, label: Optional[str] = None) -> tuple[bool, bool]. The parameters should be source_path and target_path (not from_file and to_file), the third parameter is rel_type (not relationship_type), and the function returns a tuple of two booleans, not nothing.

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Comment thread docs/library-reference.md Outdated
Comment on lines +114 to +116
# Get formatted summary (title + first paragraph)
summary = get_memory_summary(Path("memory.memory.md"), max_lines=3)
# Returns: "Title: My Decision\n\nFirst paragraph of content..."

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The function signature and return type documentation is incorrect. According to lib/memory_reader.py lines 110-156, get_memory_summary has the signature get_memory_summary(path: str, max_summary: int = 300) -> dict and returns a dictionary with keys title and summary, not a formatted string. The parameter is also named max_summary, not max_lines. The correct documentation should show:

  • Parameter: max_summary: int = 300 (not max_lines)
  • Return type: dict with keys title (str) and summary (str)
  • The example return value should be a dict like {"title": "My Decision", "summary": "First paragraph of content..."}
Suggested change
# Get formatted summary (title + first paragraph)
summary = get_memory_summary(Path("memory.memory.md"), max_lines=3)
# Returns: "Title: My Decision\n\nFirst paragraph of content..."
# Get memory summary (title and first paragraph)
summary_info = get_memory_summary("memory.memory.md", max_summary=300)
# Returns: {"title": "My Decision", "summary": "First paragraph of content..."}

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Comment thread docs/library-reference.md
Comment on lines +132 to +138
**Returns**:
- `id` (str): UUID
- `title` (str): Memory title
- `type` (str): Memory type (semantic/episodic/procedural)
- `namespace` (str): Namespace path
- `tags` (list): Tag list
- `relationships` (list): Relationship objects

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The documented return values are incorrect. According to lib/memory_reader.py lines 182-189, the metadata dict includes the key path (absolute path string), but does NOT include a type field. The correct list of keys should be: id, title, namespace, tags, relationships, summary, path (not type).

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Comment thread docs/library-reference.md Outdated
Comment on lines +346 to +352
#### `add_relationship(path, target_id, rel_type, label=None)`
Add single relationship to frontmatter.

**Args**:
- `path` (Path): Memory file to modify
- `target_id` (str): Target memory UUID
- `rel_type` (str): Relationship type (snake_case or PascalCase)

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The function signature has incorrect parameter order. According to lib/relationships.py line 188-193, the correct signature is add_relationship(memory_path, rel_type, target_id, label=None), not add_relationship(path, target_id, rel_type, label=None). The rel_type parameter comes before target_id, and the first parameter is named memory_path not path.

Suggested change
#### `add_relationship(path, target_id, rel_type, label=None)`
Add single relationship to frontmatter.
**Args**:
- `path` (Path): Memory file to modify
- `target_id` (str): Target memory UUID
- `rel_type` (str): Relationship type (snake_case or PascalCase)
#### `add_relationship(memory_path, rel_type, target_id, label=None)`
Add single relationship to frontmatter.
**Args**:
- `memory_path` (Path): Memory file to modify
- `rel_type` (str): Relationship type (snake_case or PascalCase)
- `target_id` (str): Target memory UUID

Copilot uses AI. Check for mistakes.
Comment thread docs/library-reference.md Outdated
Comment on lines +346 to +352
#### `add_relationship(path, target_id, rel_type, label=None)`
Add single relationship to frontmatter.

**Args**:
- `path` (Path): Memory file to modify
- `target_id` (str): Target memory UUID
- `rel_type` (str): Relationship type (snake_case or PascalCase)

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The parameter names and order in the Args section are incorrect. According to lib/relationships.py lines 200-204, the correct parameter order is: memory_path (not path), rel_type, target_id, label. The first parameter should be documented as memory_path (str): Memory file to modify, not path (Path).

Suggested change
#### `add_relationship(path, target_id, rel_type, label=None)`
Add single relationship to frontmatter.
**Args**:
- `path` (Path): Memory file to modify
- `target_id` (str): Target memory UUID
- `rel_type` (str): Relationship type (snake_case or PascalCase)
#### `add_relationship(memory_path, rel_type, target_id, label=None)`
Add single relationship to frontmatter.
**Args**:
- `memory_path` (str): Memory file to modify
- `rel_type` (str): Relationship type (snake_case or PascalCase)
- `target_id` (str): Target memory UUID

Copilot uses AI. Check for mistakes.
Comment thread docs/library-reference.md Outdated
Comment on lines +143 to +149
**Format**:
````
Title: {title}
Type: {type} | Namespace: {namespace}

{first_paragraph}
````

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The format description is incorrect. According to lib/memory_reader.py lines 110-156, get_memory_summary returns a dictionary with keys title and summary, not a formatted multi-line string. The actual format is: {"title": "...", "summary": "..."}. Remove this incorrect format section or update it to show the correct dictionary structure.

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Comment thread docs/library-reference.md Outdated
Comment on lines +111 to +115
metadata = get_memory_metadata(Path("memory.memory.md"))
# Returns: {'id': '...', 'title': '...', 'type': 'semantic', ...}

# Get formatted summary (title + first paragraph)
summary = get_memory_summary(Path("memory.memory.md"), max_lines=3)

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The example code uses incorrect parameter types. According to lib/memory_reader.py line 159, get_memory_metadata accepts a string path, not a Path object. Change Path("memory.memory.md") to just "memory.memory.md" or use str(Path("memory.memory.md")).

Suggested change
metadata = get_memory_metadata(Path("memory.memory.md"))
# Returns: {'id': '...', 'title': '...', 'type': 'semantic', ...}
# Get formatted summary (title + first paragraph)
summary = get_memory_summary(Path("memory.memory.md"), max_lines=3)
metadata = get_memory_metadata("memory.memory.md")
# Returns: {'id': '...', 'title': '...', 'type': 'semantic', ...}
# Get formatted summary (title + first paragraph)
summary = get_memory_summary("memory.memory.md", max_lines=3)

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@zircote

zircote commented Feb 16, 2026

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@copilot open a new pull request to apply changes based on the comments in this thread

Copilot AI commented Feb 16, 2026

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@zircote I've opened a new pull request, #12, to work on those changes. Once the pull request is ready, I'll request review from you.

* Initial plan

* fix: Correct library reference documentation errors

- Fix config.py: use memory_store_path_raw instead of _memory_store_path
- Fix PathContext: add missing memory_root attribute
- Fix memory_reader examples: use string paths instead of Path objects
- Fix get_memory_metadata: correct signature (str, max_summary) -> Optional[dict]
- Fix get_memory_metadata returns: remove type field, add path field
- Fix get_memory_summary: correct signature and return type (dict not str)
- Fix add_relationship: correct parameter order (memory_path, rel_type, target_id)
- Fix add_bidirectional_relationship: use source_path/target_path/rel_type
- Fix ontology resolution: document actual implementation (fallback only)
- Fix search example: handle dict return from get_memory_summary
- Fix testing pattern: add memory_root to PathContext initialization

Co-authored-by: zircote <307960+zircote@users.noreply.github.com>

---------

Co-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>
Co-authored-by: zircote <307960+zircote@users.noreply.github.com>
@zircote zircote merged commit 89c02b2 into main Feb 16, 2026
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