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Insights Repository Kit Skill · gtmagents | DecimalAI

documentationby gtmagents

Insights Repository Kit Skill

gtmagents/insights-repository-kit

Source gtmagents/gtm-agents ↗License Apache-2.0

Governance + tooling pattern for storing research artifacts, tagging, and discovery.

SkillScore77Maintained

Automatic

Knowledge Management pack

Last verified 8/23/2026

What it changes

Passed 17 of 22 test cases with the skill, and 12 of 22 without it.

Without skill55%

With skill77%

Checks it passed that the model alone missed

Employs an expiry date metadata attribute.
Includes notification hooks for asset discovery.
Specifies mandatory versus optional metadata fields.

and 9 more in the full report

6 fixed11 passed either way4 still failing1 broke

Pass-rate lift: +23 pp
Tokens: +7%
Agent turns: 0%
Response time: -2%

Model gemini-3.6-flashMeasured 8/23/2026v117 of 22 cases passed with skill

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/gtmagents-insights-repository-kit/SKILL.md https://app.decimal.ai/s/gtmagents-insights-repository-kit/SKILL.md

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

decimalai skills add gtmagents-insights-repository-kit

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

curl -fsSL --create-dirs -o .claude/skills/gtmagents-insights-repository-kit/SKILL.md https://app.decimal.ai/s/gtmagents-insights-repository-kit/SKILL.md

Raw file: /s/gtmagents-insights-repository-kit/SKILL.md ↗ · machine-readable summary at /s/gtmagents-insights-repository-kit.json ↗

Safety checks: 3 of 3 passed

Code scan CleanIntent PassedContent Clean

See it in action

One of 6 test cases the skill fixed. Same model, same prompt, with and without the skill.

1 of 6

Prompt

We are accumulating dozens of user interviews, survey results, and research briefs across multiple teams, leading to duplicate studies. Can you design a standardized research repository framework? Include a proposed taxonomy schema, role-based permission tiers, and a template for intake forms that captures necessary context when filing new study assets.

What was checked, without and with the skill
Checked	Without skill	With skill
Includes metadata tags for research confidence levels.	Missed	Passed
Includes metadata tags for asset expiry or retention limits.	Missed	Passed
Specifies a distinct permission role for legal compliance.	Missed	Passed
Includes superseded flags in the versioning framework.	Missed	Passed
Includes notification hooks for asset discovery.	Missed	Passed

case-02 · gemini-3.6-flash · 8/23/2026 · answers are capped and redacted

What's inside

The instructions your model reads when the skill loads.

SKILL.md25 linessingle file

Insights Repository Kit Skill

When to Use

Archiving research deliverables, raw data, transcripts, and notes.
Enabling self-serve discovery of past research to prevent duplicate studies.
Setting up governance for access control, tagging, and retention policies.

Framework

Structure – libraries for briefs, raw data, synthesis, decision logs, assets.
Metadata – tags for persona, lifecycle, product area, method, confidence, expiry.
Access & Permissions – roles for contributors, reviewers, consumers, legal.
Versioning – changelog, superseded flags, linkage to experiments or roadmap items.
Discovery – search templates, digest generation, and notification hooks.

Templates

Repository IA diagram + folder/Notion/database schema.
Metadata dictionary with tag definitions and required fields.
Intake/update form for adding new studies with validation logic.

Tips

Automate ingestion from survey tools and recording platforms when possible.
Require executive summaries + decisions so assets stay actionable.
Pair with run-market-landscape-study and orchestrate-qualitative-lab to auto-file outputs.

Track record

Benchmark

17 / 22

test cases passed, vs 12 / 22 without

Adoption

Users: 2
Times used: 6

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

gtmagents / gtm-agents

plugins/market-research/skills/insights-repository-kit/SKILL.md

View on GitHub ↗

License Apache-2.0Imported 8/3/2026Version v1

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See it in action

What's inside

Insights Repository Kit Skill

When to Use

Framework

Templates

Tips

Track record

Benchmark

Adoption

SkillSafety

Source

Other skills for the same job

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