Explore AI Agent Skills & Claude Prompts

Validate a note's word count against template-specific minimums. Delegates actual counting to word_count.ps1 (which correctly strips YAML frontmatter), then compares against the provided minimum threshold. Outputs WORDCOUNT_PASS or WORDCOUNT_FAIL with deficit information. Used by the weaver during Stage 5 of the note creation pipeline. Template minimums — empire/biography 1500, geopolitical 5000, fiqh 8000, aqeedah 3000, cs/ai 4000, notebooklm 4000, general 1000.

word-count

Count words in a markdown file with correct YAML frontmatter exclusion. Uses a proper two-delimiter YAML parser to strip the frontmatter block (date, status, tags, note properties) before counting body words. Returns a single integer. Used by validate_wordcount.ps1 and directly by agents for word count checks. Fixes the legacy single-pass heuristic that inflated counts by including frontmatter lines.

generate-index

Generate a vault-wide index of all notes with metadata. Scans every .md file in the De Anima vault, extracts YAML frontmatter (date, status, tags, note), and outputs a structured index. Supports domain filtering, JSON or text output, orphan note detection, and domain note counts. Useful for duplicate detection before note creation, technician audit cross-referencing, vault health snapshots, and pre-computed tag caching for large vaults.

update-pipeline-state

Track note creation pipeline progress via a JSON state file in _tmp/. Writes or updates the pipeline state after each stage (preflight, yolo, weaver, tagger, formatter, linker) completes, starts, or fails. Enables crash recovery so an interrupted pipeline can resume from the last completed stage. State file is cleaned up by cleanup_chunks after final assembly.

validate-tags

Validate a tag line against the De Anima canonical tag registry. Checks for exactly one domain tag, exactly one category tag, category-domain compatibility, minimum 3 topic tags (max 10), presence and position of ai-generated tag, and no duplicates. Accepts YAML inline, comma-separated, hash-prefixed, and bracket-wrapped tag formats. Used by the formatter agent in the post-note pipeline to enforce tag conformance.

vault

Load the De Anima vault context, activate the orchestrator persona, and confirm all 11 agents are ready.

verify-chunks

Verify YOLO chunk files exist in _tmp/ before weaver assembly. Checks that all expected chunk files (slug_chunk_01.md through slug_chunk_NN.md) are present. Supports two modes — verify (existence check only, returns ALL_PRESENT or MISSING list) and read (verifies AND returns concatenated chunk content with markers). Mandatory gate before weaver assembly to prevent incomplete notes.

write-manifest

Write a pre-flight manifest JSON to _tmp/ listing all expected YOLO chunk filenames and their headings. Must be called at the start of YOLO generation (Stage 2 pre-flight gate) before any chunks are written. Creates the _tmp/ directory if needed. The manifest enables verify_chunks.ps1 to validate completeness and cleanup_chunks.ps1 to locate all artifacts for deletion.

audit-skill-sync

Audit vault agent files for skill reference integrity. Checks that domain agents reference required centralized skills (yolo_generation_protocol, obsidian_yaml_enforcer), detects banned legacy patterns (embedded YOLO prompts, old headers), and verifies all skill path references in architecture docs resolve to existing files. Use for vault health checks, post-migration validation, and CI-style sync audits.

cleanup-chunks

Delete YOLO chunk files, manifest JSON, and pipeline state JSON from the _tmp/ directory after weaver assembly. Called after a note is saved to the vault to clean up temporary generation artifacts. Handles partial cleanup gracefully.

count-citations

Count and validate inline citations in a note. Scans for [N]-style inline citations in the note body, cross-references them against the

get-related-notes

Find related notes by tag overlap for wikilink insertion. Scans the entire De Anima vault, compares each note's tags against provided core and supporting tags, and returns a ranked list of backlink candidates. Enforces the formatter link policy with primary (>=2 shared core tags) and secondary (>=1 core tag + same category) match tiers. Used by the linker agent in the post-note pipeline to discover policy-valid wikilink targets.