agenticnotetaking/reweave

Runtime Configuration (Step 0 — before any processing)

Read these files to configure domain-specific behavior:

1. ops/derivation-manifest.md — vocabulary mapping, platform hints

   • Use vocabulary.notes for the notes folder name
   • Use vocabulary.note / vocabulary.note_plural for note type references
   • Use vocabulary.reweave for the process verb in output
   • Use vocabulary.topic_map / vocabulary.topic_map_plural for MOC references
   • Use vocabulary.cmd_verify for the next-phase suggestion

2. ops/config.yaml — processing depth, pipeline chaining

   • processing.depth: deep | standard | quick
   • processing.chaining: manual | suggested | automatic
   • processing.reweave.scope: related | broad | full

If these files don't exist, use universal defaults.

Processing depth adaptation:

| Depth | Reweave Behavior | |-------|-----------------| | deep | Full reconsideration. Search extensively for newer related {vocabulary.note_plural}. Consider splits, rewrites, challenges. Evaluate claim sharpening. Multiple search passes. | | standard | Balanced review. Search semantic neighbors and same-{vocabulary.topic_map} {vocabulary.note_plural}. Add connections, sharpen if needed. | | quick | Minimal backward pass. Add obvious connections only. No rewrites or splits. |

Reweave scope:

| Scope | Behavior | |-------|----------| | related | Search {vocabulary.note_plural} directly related to the target (same {vocabulary.topic_map}, semantic neighbors) | | broad | Search across all {vocabulary.topic_map_plural} and semantic space for potential connections | | full | Complete review including potential splits, rewrites, and claim challenges |

EXECUTE NOW

Target: $ARGUMENTS

Parse immediately:

• If target contains [[note name]] or note name: reweave that specific {vocabulary.note}
• If target contains --handoff: output RALPH HANDOFF block at end
• If target is empty: find {vocabulary.note_plural} that most need reweaving (oldest, sparsest, most outdated)
• If target is "recent" or "--since Nd": reweave {vocabulary.note_plural} not touched in N days
• If target is "sparse": find {vocabulary.note_plural} with fewest connections

Execute these steps:

1. Read the target {vocabulary.note} fully — understand its current claim, connections, and age
2. Ask the reweave question: "If I wrote this {vocabulary.note} today, with everything I now know, what would be different?"
3. If a task file exists (pipeline execution): read it to see what /reflect discovered. The Reflect section shows which connections were just added and which {vocabulary.topic_map_plural} were updated — this is your starting context for the backward pass.
4. Search for newer related {vocabulary.note_plural} — use dual discovery (semantic search + {vocabulary.topic_map} browsing) to find {vocabulary.note_plural} created AFTER the target that should connect
5. Evaluate what needs changing:
   • Add connections to newer {vocabulary.note_plural} that did not exist when this was written
   • Sharpen the claim if understanding has evolved
   • Consider splitting if the {vocabulary.note} now covers what should be separate ideas
   • Challenge the claim if new evidence contradicts it
   • Rewrite prose if understanding is deeper now
6. Make the changes — edit the {vocabulary.note} with new connections (inline links with context), improved prose, sharper claim if needed
7. Update {vocabulary.topic_map_plural} — if the {vocabulary.note}'s topic membership changed, update relevant {vocabulary.topic_map_plural}
8. If task file exists: update the {vocabulary.reweave} section
9. Report — structured summary of what changed and why
10. If --handoff in target: output RALPH HANDOFF block

START NOW. Reference below explains methodology — use to guide, not as output.

---

Reweave

Revisit old {vocabulary.note_plural} with everything you know today. {vocabulary.note_plural} are living documents — they grow, get rewritten, split apart, sharpen their claims. This is the backward pass that keeps the network alive.

Philosophy

{vocabulary.note_plural} are living documents, not finished artifacts.

A {vocabulary.note} written last month was written with last month's understanding. Since then:

• New {vocabulary.note_plural} exist that relate to it
• Understanding of the topic deepened
• The claim might need sharpening or challenging
• What was one idea might now be three
• Connections that were not obvious then are obvious now

Reweaving is not just "add backward links." It is completely reconsidering the {vocabulary.note} based on current knowledge. Ask: "If I wrote this {vocabulary.note} today, what would be different?"

"The {vocabulary.note} you wrote yesterday is a hypothesis. Today's knowledge is the test."

What Reweaving Can Do

| Action | When to Do It | |--------|---------------| | Add connections | Newer {vocabulary.note_plural} exist that should link here | | Rewrite content | Understanding evolved, prose should reflect it | | Sharpen the claim | Title is too vague to be useful | | Split the {vocabulary.note} | Multiple claims bundled together | | Challenge the claim | New evidence contradicts the original | | Improve the description | Better framing emerged | | Update examples | Better illustrations exist now |

Reweaving is NOT just Phase 4 of /reflect applied backward. It is a full reconsideration.

Invocation Patterns

/reweave [[note]]

Fully reconsider a specific {vocabulary.note} against current knowledge.

/reweave (no argument)

Scan for candidates needing reweaving, present ranked list.

/reweave --sparse

Process {vocabulary.note_plural} flagged as sparse by /health.

/reweave --since Nd

Reweave all {vocabulary.note_plural} not updated in N days.

How to find candidates:

# Find notes not modified in 30 days
find {vocabulary.notes}/ -name "*.md" -mtime +30 -type f

/reweave --handoff [[note]]

External loop mode for /ralph:

• Execute full workflow as normal
• At the end, output structured RALPH HANDOFF block
• Used when running isolated phases with fresh context per task

---

Workflow

Phase 1: Understand the {vocabulary.note} as It Exists

Read the target {vocabulary.note} completely. Understand:

• What claim does it make?
• What reasoning supports the claim?
• What connections does it have?
• When was it written/last modified?
• What was the context when it was created?

Also read the task file if one exists (pipeline execution). The task file's Reflect section shows:

• What connections /reflect just added
• Which {vocabulary.topic_map_plural} were updated
• What synthesis opportunities were flagged
• What the discovery trace looked like

This context prevents redundant work — you know what /reflect already found, so you can focus on what it missed or what needs deeper reconsideration.

Phase 2: Gather Current Knowledge (Dual Discovery)

Use the same dual discovery pattern as /reflect — {vocabulary.topic_map} exploration AND semantic search in parallel.

Path 1: {vocabulary.topic_map} Exploration — curated navigation

From the {vocabulary.note}'s Topics footer, identify which {vocabulary.topic_map}(s) it belongs to:

• Read the relevant {vocabulary.topic_map}(s)
• What synthesis exists that might affect this {vocabulary.note}?
• What newer {vocabulary.note_plural} in Core Ideas should this {vocabulary.note} reference?
• What tensions involve this {vocabulary.note}?

Path 2: Semantic Search — find what {vocabulary.topic_map_plural} might miss

Three-tier fallback for semantic search:

Tier 1 — MCP tools (preferred): Use mcp__qmd__deep_search (hybrid search with expansion + reranking):

• query: "[{vocabulary.note}'s core concepts and mechanisms]"
• limit: 15

Tier 2 — bash qmd with lock serialization: If MCP tools fail or are unavailable:

LOCKDIR="ops/queue/.locks/qmd.lock"
while ! mkdir "$LOCKDIR" 2>/dev/null; do sleep 2; done
qmd query "[note's core concepts]" --collection {vocabulary.notes_collection} --limit 15 2>/dev/null
rm -rf "$LOCKDIR"

The lock prevents multiple parallel workers from loading large models simultaneously.

Tier 3 — grep only: If both MCP and bash fail, log "qmd unavailable, grep-only discovery" and rely on {vocabulary.topic_map} + keyword search only. This degrades quality but does not block work.

Evaluate results by relevance — read any result where title or snippet suggests genuine connection.

Also check:

• Backlinks — what {vocabulary.note_plural} already reference this one? Do they suggest the target should cite back?

grep -rl '\[\[target note title\]\]' {vocabulary.notes}/ --include="*.md"

Key question: What do I know today that I did not know when this {vocabulary.note} was written?

Phase 3: Evaluate the Claim

Does the original claim still hold?

| Finding | Action | |---------|--------| | Claim holds, evidence strengthened | Add supporting connections | | Claim holds but framing is weak | Rewrite for clarity | | Claim is too vague | Sharpen to be more specific | | Claim is too broad | Split into focused {vocabulary.note_plural} | | Claim is partially wrong | Revise with nuance | | Claim is contradicted | Flag tension, propose revision |

The Sharpening Test:

Read the title. Ask: could someone disagree with this specific claim?

• If yes, the claim is sharp enough
• If no, it is too vague and needs sharpening

Example:

• Vague: "context matters" (who would disagree?)
• Sharp: "explicit context beats automatic memory" (arguable position)

The Split Test:

Does this {vocabulary.note} make multiple claims that could stand alone?

• If the {vocabulary.note} connects to 5+ topics across different domains, it probably needs splitting
• If you would want to link to part of it but not all, it is a split candidate

Phase 4: Evaluate Connections

Backward connections (what this {vocabulary.note} should reference):

For each newer {vocabulary.note}, ask:

• Does it extend this {vocabulary.note}'s argument?
• Does it provide evidence or examples?
• Does it share mechanisms?
• Does it create tension worth acknowledging?
• Would referencing it strengthen the reasoning?

Forward connections (what should reference this {vocabulary.note}):

Check newer {vocabulary.note_plural} that SHOULD link here but do not:

• Do they make arguments that rely on this claim?
• Would following this link provide useful context?

Agent Traversal Check (apply to all connections):

Ask: "If an agent follows this link during traversal, what decision or understanding does it enable?"

Connections exist to serve agent navigation. Adding a link because content is "related" without operational value creates noise. Every backward or forward connection should answer:

• Does this help an agent understand WHY something works?
• Does this help an agent decide HOW to implement something?
• Does this surface a tension the agent should consider?

Reject connections that are merely "interesting" without agent utility.

Articulation requirement:

Every new connection must articulate WHY:

• "extends this by adding the temporal dimension"
• "provides evidence that supports this claim"
• "contradicts this — needs resolution"

Never: "related" or "see also"

Phase 5: Apply Changes

For pipeline execution (--handoff mode): Apply changes directly. The pipeline needs to proceed without waiting for approval.

For interactive execution (no --handoff): Present the reweave proposal first, then apply after approval.

Reweave proposal format (interactive only):

## Reweave Proposal: [[target note]]

**Last modified:** YYYY-MM-DD
**Current knowledge evaluated:** N newer {vocabulary.note_plural}, M backlinks

### Claim Assessment

[Does the claim hold? Need sharpening? Splitting? Revision?]

### Proposed Changes

**1. [change type]: [description]**

Current:
> [existing text]

Proposed:
> [new text]

Rationale: [why this change]

**2. [change type]: [description]**
...

### Connections to Add

- [[newer note A]] — [relationship]: [specific reason]
- [[newer note B]] — [relationship]: [specific reason]

### Connections to Verify (other {vocabulary.note_plural} should link here)

- [[note X]] might benefit from referencing this because...

### Not Changing

- [What was considered but rejected, and why]

---

Apply these changes? (yes/no/modify)

When applying changes:

1. Make changes atomically
2. Preserve existing valid content
3. Maintain prose flow — new links should read naturally inline
4. Verify all link targets exist
5. Update description if claim changed

---

The Five Reweave Actions

1. Add Connections

The simplest action. Newer {vocabulary.note_plural} exist that should be referenced.

Inline connections (preferred):

# before
The constraint shifts from capture to curation.

# after
The constraint shifts from capture to curation, and since [[throughput matters more than accumulation]], the question becomes who does the selecting.

Footer connections:

relevant_notes:
  - "[[newer note]] — extends this by adding temporal dimension"

2. Rewrite Content

Understanding evolved. The prose should reflect current thinking, not historical thinking.

When to rewrite:

• Reasoning is clearer now
• Better examples exist
• Phrasing was awkward
• Important nuance was missing

How to rewrite:

• Preserve the core claim (unless challenging it)
• Improve the path to the conclusion
• Incorporate new connections as prose
• Maintain the {vocabulary.note}'s voice

3. Sharpen the Claim

Vague claims cannot be built on. Sharpen means making the claim more specific and arguable.

Sharpening patterns:

| Vague | Sharp | |-------|-------| | "X is important" | "X matters because Y, which enables Z" | | "consider doing X" | "X works when [condition] because [mechanism]" | | "there are tradeoffs" | "[specific tradeoff]: gaining X costs Y" |

When sharpening, also update:

• Title (if claim changed) — use the rename script if available
• Description (must match new claim)
• Body (reasoning must support sharpened claim)

4. Split the {vocabulary.note}

One {vocabulary.note} became multiple ideas over time. Splitting creates focused, composable pieces.

Split indicators:

• Connects to 5+ topics across different domains
• Makes multiple distinct claims
• You would want to link to part but not all
• Different sections could be referenced independently

Split process:

1. Identify the distinct claims
2. Create new {vocabulary.note_plural} for each claim
3. Each new {vocabulary.note} gets:
   • Focused title (the claim)
   • Own description
   • Relevant subset of content
   • Appropriate connections
4. Original {vocabulary.note} either:
   • Becomes a synthesis linking to the splits
   • Gets archived if splits fully replace it
   • Retains one claim and links to others

Example split:

Original: "knowledge systems need both structure and flexibility"

Splits:

• [[structure enables retrieval at scale]]
• [[flexibility allows organic growth]]
• [[structure and flexibility create tension]] (links to both)

When NOT to split:

• {vocabulary.note} is genuinely about one thing that touches many areas
• Connections are all variations of the same relationship
• Splitting would create {vocabulary.note_plural} too thin to stand alone

5. Challenge the Claim

New evidence contradicts the original. Do not silently "fix" — acknowledge the evolution.

Challenge patterns:

# if partially wrong
The original insight was [X]. However, [[newer evidence]] suggests [Y]. The refined claim is [Z].

# if tension exists
This argues [X]. But [[contradicting note]] argues [Y]. The tension remains unresolved — possibly [X] applies in context A while [Y] applies in context B.

# if significantly wrong
This note originally claimed [X]. Based on [[evidence]], the claim is revised: [new claim].

Always log challenges: When a claim is challenged or revised, this is a significant event. Note it in the task file Reweave section with the original claim, the new evidence, and the revised position.

---

Enrichment-Triggered Actions

When processing a {vocabulary.note} that came through the enrichment pipeline, check the task file for post_enrich_action signals. These were surfaced by /enrich and need execution:

title-sharpen

The enrich phase determined the {vocabulary.note}'s title is too vague after content integration.

1. Read post_enrich_detail for the recommended new title
2. Evaluate: is the suggested title actually better? (sharper claim, more specific, still composable as prose)
3. If yes and a rename script exists: use it to rename. Otherwise rename manually and update all wiki links.
4. Update the {vocabulary.note}'s description to match the new title
5. Log the rename in the task file Reweave section

split-recommended

The enrich phase determined the {vocabulary.note} now covers multiple distinct claims.

1. Read post_enrich_detail for the split recommendation
2. Evaluate: does splitting genuinely improve the vault? (each piece must stand alone)
3. If yes:
   • Create new {vocabulary.note} files for each split claim
   • Move relevant content from original to splits
   • Update original to either link to splits or retain one claim
   • Create queue entries for the new {vocabulary.note_plural} starting at the connect phase
4. Log the split in the task file Reweave section

merge-candidate

The enrich phase determined this {vocabulary.note} substantially overlaps with another.

Do NOT auto-merge or auto-delete. This requires human judgment.

1. Log the merge recommendation in the task file Reweave section
2. Note which {vocabulary.note_plural} overlap and why
3. The final report surfaces this for human review

---

Quality Gates

Gate 1: Articulation Test

Every change must be articulable. "I am adding this because..." with a specific reason.

Gate 2: Improvement Test

After changes, is the {vocabulary.note} better? More useful? More connected? More accurate?

If you cannot confidently say yes, do not make the change.

Gate 3: Coherence Test

After changes, does the {vocabulary.note} still cohere as a single focused piece? Or did you accidentally make it broader?

Gate 4: Network Test

Do the changes improve the network? More traversal paths? Better paths?

Gate 5: When NOT to Change

• The {vocabulary.note} is accurate, well-connected, and recent — leave it alone
• The "improvement" would just be cosmetic rewording — do not churn
• The {vocabulary.note} is a historical record — these evolve through status changes, not rewrites

---

Output Format

## Reweave Complete: [[target note]]

### Changes Applied

| Type | Description |
|------|-------------|
| connection | added [[note A]] inline, [[note B]] to footer |
| rewrite | clarified reasoning in paragraph 2 |
| sharpen | title unchanged, description updated |

### Claim Status

[unchanged | sharpened | split | challenged]

### Network Effect

- Outgoing links: 3 -> 5
- This {vocabulary.note} now bridges [[domain A]] and [[domain B]]

### Cascade Recommendations

- [[related note]] might benefit from reweave (similar vintage)
- {vocabulary.topic_map} [[topic]] should be updated to reflect changes

### Observations

[Patterns noticed, insights for future]

---

What Success Looks Like

Successful reweaving:

• {vocabulary.note} reflects current understanding, not historical understanding
• Claim is sharp enough to disagree with
• Connections exist to relevant newer content
• {vocabulary.note} participates actively in the network
• Someone reading it today gets the best version

The test: if this {vocabulary.note} were written today with everything you know, would it be meaningfully different? If yes and you did not change it, reweaving failed.

---

Critical Constraints

Never:

• Silently change claims without acknowledging evolution
• Split {vocabulary.note_plural} into pieces too thin to stand alone
• Add connections without articulating why
• Rewrite voice/style (preserve the {vocabulary.note}'s character)
• Make changes without approval in interactive mode
• Create wiki links to non-existent files

Always:

• Present proposals before editing (interactive mode)
• Explain rationale for each change
• Preserve what is still valid
• Log significant claim changes
• Verify link targets exist

---

The Network Lives Through Evolution

{vocabulary.note_plural} written yesterday do not know about today. {vocabulary.note_plural} written with old understanding do not reflect new understanding. Without reweaving, the vault becomes a graveyard of outdated thinking that happens to be organized.

Reweaving is how knowledge stays alive. Not just connecting, but questioning, sharpening, splitting, rewriting. Every {vocabulary.note} is a hypothesis. Every reweave is a test.

The network compounds through evolution, not just accumulation.

---

Handoff Mode (--handoff flag)

When invoked with --handoff, output this structured format at the END of the session. This enables external loops (/ralph) to parse results and update the task queue.

Detection: Check if $ARGUMENTS contains --handoff. If yes, append this block after completing normal workflow.

Handoff format:

=== RALPH HANDOFF: {vocabulary.reweave} ===
Target: [[note name]]

Work Done:
- Older {vocabulary.note_plural} updated: N
- Claim status: unchanged | sharpened | challenged | split
- Network effect: M new traversal paths

Files Modified:
- {vocabulary.notes}/[older note 1].md (inline link added)
- {vocabulary.notes}/[older note 2].md (footer connection added)
- [task file path] ({vocabulary.reweave} section)

Learnings:
- [Friction]: [description] | NONE
- [Surprise]: [description] | NONE
- [Methodology]: [description] | NONE
- [Process gap]: [description] | NONE

Queue Updates:
- Advance phase: {vocabulary.reweave} -> {vocabulary.verify}
=== END HANDOFF ===

Task File Update (when invoked via ralph loop)

When running in handoff mode via /ralph, the prompt includes the task file path. After completing the workflow, update the ## {vocabulary.reweave} section of that task file with:

• Older {vocabulary.note_plural} updated and why
• Claim status (unchanged/sharpened/challenged/split)
• Network effect summary

Critical: The handoff block is OUTPUT, not a replacement for the workflow. Do the full reweave workflow first, update task file, then format results as handoff.

Queue Update (interactive execution)

When running interactively (NOT via /ralph), YOU must advance the phase in the queue. /ralph handles this automatically, but interactive sessions do not.

After completing the workflow, advance the phase:

# get timestamp
TIMESTAMP=$(date -u +"%Y-%m-%dT%H:%M:%SZ")

# advance phase (current_phase -> next, append to completed_phases)
# NEXT_PHASE is the phase after reweave in phase_order (i.e., verify)
jq '(.tasks[] | select(.id=="TASK_ID")).current_phase = "{vocabulary.verify}" |
    (.tasks[] | select(.id=="TASK_ID")).completed_phases += ["{vocabulary.reweave}"]' \
    ops/queue/queue.json > tmp.json && mv tmp.json ops/queue/queue.json

The handoff block's "Queue Updates" section is not just output — it is your own todo list when running interactively.

Pipeline Chaining

After reweaving completes, output the next step based on ops/config.yaml pipeline.chaining mode:

• manual: Output "Next: {vocabulary.cmd_verify} [note]" — user decides when to proceed
• suggested: Output next step AND advance task queue entry to current_phase: "{vocabulary.verify}"
• automatic: Queue entry advanced and verification proceeds immediately

The chaining output uses domain-native command names from the derivation manifest.