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Verify · agenticnotetaking | DecimalAI

documentationby agenticnotetaking

Verify

agenticnotetaking/verify

Source agenticnotetaking/arscontexta ↗License MIT

Combined verification — recite (description quality via cold-read prediction) + validate (schema compliance) + review (health checks). Use as a quality gate after creating notes or as periodic maintenance.

SkillScore68Maintained

Automatic

Knowledge Management pack

Last verified 8/12/2026

What it changes

Passed 12 of 18 test cases with the skill, and 8 of 18 without it.

Without skill45%

With skill68%

Checks it passed that the model alone missed

Inspects ops config yaml file
Skips cold-read prediction test
Includes content staleness detection

and 4 more in the full report

5 fixed10 passed either way7 still failing0 broke

Pass-rate lift: +23 pp
Tokens: +368%
Agent turns: 0%
Response time: -48%

Model gemini-3.6-flashMeasured 8/12/2026v115 of 22 cases passed with skill · 18 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-verify/SKILL.md https://app.decimal.ai/s/agenticnotetaking-verify/SKILL.md

Want it pinned and updatable? pip install "decimalai>=0.15", then decimalai skills add agenticnotetaking-verify, 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-verify/ and pins it in .decimal/skills.lock

decimalai skills add agenticnotetaking-verify

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

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

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

Safety checks: 3 of 3 passed

Code scan CleanIntent PassedContent Clean

See it in action

One of 5 test cases the skill fixed. Same model, same prompt, with and without the skill.

1 of 5

Prompt

During verification of `saga-pattern-microservices.md`, link validation detects a broken reference `[[missing-saga-orchestrator]]`. Should the pipeline automatically mark the task as completed in queue?

What was checked, without and with the skill
Checked	Without skill	With skill
Does not mark task done	Passed	Passed
Keeps task phase at verify for re-run	Missed	Passed

case-20 · 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.md525 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.verify for the process verb in output
- Use vocabulary.topic_map for MOC references
- Use vocabulary.templates for the templates folder path
- Use vocabulary.cmd_reflect for redirect when missing connections found
ops/config.yaml — processing depth, verification settings
- processing.depth: deep | standard | quick
- processing.verification.description_test: true | false
- processing.verification.schema_check: true | false
- processing.verification.link_check: true | false

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

Processing depth adaptation:

Depth	Verification Behavior
deep	Full verification: cold-read prediction, complete schema check, exhaustive link verification, MOC coverage, orphan risk analysis, content staleness detection, bundling analysis
standard	Balanced: cold-read prediction, schema check, link verification, MOC coverage
quick	Basic: schema check, link verification only. Skip cold-read prediction and health analysis

EXECUTE NOW

Target: $ARGUMENTS

Parse immediately:

If target contains a note name: verify that specific note
If target contains --handoff: output RALPH HANDOFF block at end
If target is "all" or "recent": verify recently created/modified notes
If target is empty: ask which note to verify

Anti-Shortcut Warning

Track record

Benchmark

12 / 18

test cases passed, vs 8 / 18 without

Adoption

Users: 0
Times used: 0

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/verify/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/validateSchema validation for notes. Checks against domain-specific templates. Validates required fields, enum values, description quality, and link health. Non-blocking — warns but doesn't prevent capture. Triggers on "/validate", "/validate [note]", "check schema", "validate note", "validate all".Close match+9 pp pass-rate lift

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