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Technical Bid Library Skill · gtmagents | DecimalAI

sales supportby gtmagents

Technical Bid Library Skill

gtmagents/technical-bid-library

Source gtmagents/gtm-agents ↗License Apache-2.0

Central repository structure for manufacturing RFP responses, compliance statements, and solution modules.

SkillScore77Maintained

Automatic

Sales & GTM pack

Last verified 8/23/2026

What it changes

Passed 16 of 21 test cases with the skill, and 10 of 21 without it.

Without skill45%

With skill77%

Checks it passed that the model alone missed

Includes designated fields for account name and expiration date.
Requires metadata fields for asset version number and assigned reviewer.
Includes explicit tagging fields for export control classifications like ITAR or EAR.

and 5 more in the full report

7 fixed10 passed either way5 still failing0 broke

Pass-rate lift: +32 pp
Tokens: -2%
Agent turns: 0%
Response time: -14%

Model gemini-3.6-flashMeasured 8/23/2026v117 of 22 cases passed with skill · 21 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/gtmagents-technical-bid-library/SKILL.md https://app.decimal.ai/s/gtmagents-technical-bid-library/SKILL.md

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

decimalai skills add gtmagents-technical-bid-library

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

curl -fsSL --create-dirs -o .claude/skills/gtmagents-technical-bid-library/SKILL.md https://app.decimal.ai/s/gtmagents-technical-bid-library/SKILL.md

Raw file: /s/gtmagents-technical-bid-library/SKILL.md ↗ · machine-readable summary at /s/gtmagents-technical-bid-library.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

Our sales engineering group stores proposal snippets in Google Docs titled by author name. Specify a standardized metadata tagging schema for asset index cards so writers can search across industries and standards.

What was checked, without and with the skill
Checked	Without skill	With skill
Requires metadata fields for target industry and technical standard compliance.	Passed	Passed
Requires metadata fields for asset version number and assigned reviewer.	Missed	Passed

case-03 · 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

Technical Bid Library Skill

When to Use

Preparing RFI/RFP responses requiring technical depth, safety certifications, or compliance proof.
Accelerating reuse of architecture diagrams, BOMs, and validation plans.
Enabling distributed teams/partners to contribute to proposals with version control.

Framework

Module Catalog – break components into reusable sections (architecture, safety, cybersecurity, sustainability, services).
Metadata & Tagging – account, industry, standard, version, reviewer, expiration.
Compliance Evidence – certifications, test results, maintenance schedules, ITAR/export controls.
Content Governance – approval workflows, change logs, and ownership assignments.
Distribution Layer – templates for decks, docs, and portal uploads.

Templates

Bid response outline with placeholders per section.
BOM + pricing appendix template with configurable tables.
Change log sheet capturing edits, reviewers, and attachments.

Tips

Store source files (CAD, spreadsheets) alongside PDFs to speed edits.
Flag expired certifications automatically to prevent use in proposals.
Pair with build-technical-bid-plan for populated submissions.

Track record

Benchmark

16 / 21

test cases passed, vs 10 / 21 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

gtmagents / gtm-agents

plugins/manufacturing-sales/skills/technical-bid-library/SKILL.md

View on GitHub ↗

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

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

Ready to supercharge your AI agents?

See it in action

What's inside

Technical Bid Library Skill

When to Use

Framework

Templates

Tips

Track record

Benchmark

Adoption

SkillSafety

Source

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