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Reweave · agenticnotetaking | DecimalAI

productivityby agenticnotetaking

Reweave

agenticnotetaking/reweave

Source agenticnotetaking/arscontexta ↗License MIT

Update old notes with new connections. The backward pass that /reflect doesn't do. Revisit existing notes that predate newer related content, add connections, sharpen claims, consider splits.

SkillScore68Maintained

Automatic

Knowledge Management pack

Last verified 8/12/2026

What it changes

Passed 12 of 17 test cases with the skill, and 5 of 17 without it.

Without skill32%

With skill68%

Checks it passed that the model alone missed

Advances the queue task entry current_phase to verify.
Executes qmd query with '--collection concept_notes --limit 15'.
Updates the note description field to reflect the revised title claim.

and 9 more in the full report

10 fixed5 passed either way5 still failing2 broke

Pass-rate lift: +36 pp
Tokens: +336%
Agent turns: 0%
Response time: -25%

Model gemini-3.6-flashMeasured 8/12/2026v115 of 22 cases passed with skill · 17 comparable

Tokens, turns and time describe resource use, not a dollar price.

Use this skill

Save it into your project's skills folder. Claude Code picks it up in its next session.

curl -fsSL --create-dirs -o .claude/skills/agenticnotetaking-reweave/SKILL.md https://app.decimal.ai/s/agenticnotetaking-reweave/SKILL.md

Want it pinned and updatable? pip install "decimalai>=0.15", then decimalai skills add agenticnotetaking-reweave, and start Claude Code with claude --plugin-dir "$(git rev-parse --show-toplevel)/.agents"

1 · One-time — install the CLI (docs ↗)

pip install "decimalai>=0.15"

2 · Get the skill — writes .agents/skills/agenticnotetaking-reweave/ and pins it in .decimal/skills.lock

decimalai skills add agenticnotetaking-reweave

No CLI? Get the same file — curl · raw file

curl -fsSL --create-dirs -o .claude/skills/agenticnotetaking-reweave/SKILL.md https://app.decimal.ai/s/agenticnotetaking-reweave/SKILL.md

Raw file: /s/agenticnotetaking-reweave/SKILL.md ↗ · machine-readable summary at /s/agenticnotetaking-reweave.json ↗

Safety checks: 3 of 3 passed

Code scan CleanIntent PassedContent Clean

See it in action

One of 10 test cases the skill fixed. Same model, same prompt, with and without the skill.

1 of 10

Prompt

In `ops/config.yaml`, `processing.chaining` is set to `manual` and `vocabulary.cmd_verify` is configured as `/verify`. What output should be emitted upon completing reweave on [[rate limiting]]?

What was checked, without and with the skill
Checked	Without skill	With skill
Outputs 'Next: /verify [[rate limiting]]' without automatically triggering verification execution.	Missed	Passed

case-18 · gemini-3.6-flash · 8/12/2026 · answers are capped and redacted

What's inside

The instructions your model reads when the skill loads.

SKILL.md648 linessingle file

Runtime Configuration (Step 0 — before any processing)

Read these files to configure domain-specific behavior:

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
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}

Track record

Benchmark

12 / 17

test cases passed, vs 5 / 17 without

Adoption

Users: 1
Times used: 36

Safety and source details

SkillSafety

✓ 3 of 3 passed

Code scan15 of 15 checks clean

0 critical · 0 warning · 0 info — scanner v4 — 8/3/2026

View 15 scanner checks

live_secretremote_code_executionreverse_shelldata_exfiltrationssrf_metadataagent_snoopinganti_refusaldestructive_commandsobfuscated_unicodeunicode_homoglyphopaque_blobsuspicious_urltool_overreachtrigger_abuseprompt_injection_phrasing

IntentSafe

LLM judge · does the skill do what it claims

ContentClean

LLM judge · policy & harmful-content review

Source

Imported

agenticnotetaking / arscontexta

skill-sources/reweave/SKILL.md

View on GitHub ↗

License MITImported 8/3/2026Version v1

Other skills for the same job

Published skills whose descriptions closely match this one, with their headline benchmark lift.

agenticnotetaking/reflectFind connections between notes and update MOCs. Requires semantic judgment to identify genuine relationships. Use after /reduce creates notes, when exploring connections, or when a topic needs synthesis. Triggers on "/reflect", "/reflect [note]", "find connections", "update MOCs", "connect these notes".Close match

More skills from the same source and nearby in the registry, with their headline benchmark lift.