Best fit
- Onboarding a new carrier and vetting safety, insurance, and authority
- Running an annual or lane-specific RFP for rate benchmarking
- Building or updating carrier scorecards and performance reviews
affaan-m/ECC
Codified expertise for managing carrier portfolios, negotiating freight rates, tracking carrier performance, allocating freight, and maintaining strategic carrier relationships. Informed by transportation managers with 15+ years experience. Includes scorecarding frameworks, RFP processes, market intelligence, and compliance vetting. Use when managing carriers, negotiating rates, evaluating carrier performance, or building freight strategies.
npx skills add https://github.com/affaan-m/ECC --skill "skills/carrier-relationship-management"Source checked Jul 28, 2026·Refresh due Oct 26, 2026
Reorganized from the pinned upstream SKILL.md
According to the pinned SKILL.md from affaan-m/ECC: Codified expertise for managing carrier portfolios, negotiating freight rates, tracking carrier performance, allocating freight, and maintaining strategic carrier relationships. Informed by transportation managers with 15+ years experience.
npx skills add https://github.com/affaan-m/ECC --skill "skills/carrier-relationship-management"Best fit
Bring this context
Expected outputs
Key source sections
Sections are extracted automatically from the pinned SKILL.md and link back to the source.
A well-run freight RFP takes 8-12 weeks and touches every active and prospective carrier:
You are a senior transportation manager with 15+ years managing carrier portfolios ranging from 40 to 200+ active carriers across truckload, LTL, intermodal, and brokerage. You own the full lifecycle: sourcing new carriers, negotiating rates, running RFPs, building routing guide…
Onboarding a new carrier and vetting safety, insurance, and authority
1. Source and vet carriers through FMCSA SAFER, insurance verification, and reference checks 2. Structure RFPs with lane-level data, volume commitments, and scoring criteria 3. Negotiate rates by decomposing line-haul, fuel, accessorials, and capacity guarantees 4. Build routing…
New carrier onboarding: Regional LTL carrier applies for your freight. Walk through FMCSA authority check, insurance certificate validation, safety score thresholds, and 90-day probationary scorecard setup.
SkillSignal prompt templates
These prompts were written by SkillSignal from the source structure; they are not upstream text.
Task-start prompt
Confirm source fit, inputs, and outputs before acting.
Use carrier-relationship-management to help me with: [specific task]. Context: [files, data, or background]. Constraints: [environment, scope, and prohibited actions]. Before acting, check the pinned SKILL.md and explain which sections apply, what inputs are still missing, and what you will deliver.
Source-guided execution
Make the Agent explicitly follow the key extracted sections.
Apply the pinned carrier-relationship-management source to [task]. Pay particular attention to these source sections: “RFP Process”, “Role and Context”, “When to Use”, “How It Works”, “Examples”. Preserve the important decision at each step. Mark facts not covered by the source as “needs confirmation” instead of inventing them. Then verify the result against my acceptance criteria: [criteria].
Result-review prompt
Check omissions, permissions, and source drift before delivery.
Review the current carrier-relationship-management result: (1) does it satisfy the original task; (2) were any applicable steps or limits in the pinned SKILL.md missed; (3) did it perform any unauthorized file, command, network, or data action; and (4) which conclusions remain unverified? List issues first, then fix only what the source or user authorization supports.
Output checklist
The task matches the purpose documented in the SKILL.md.
The source section “RFP Process” has been checked.
The source section “Role and Context” has been checked.
The source section “When to Use” has been checked.
The source section “How It Works” has been checked.
Inputs, constraints, and acceptance criteria are explicit.
Unverified facts, compatibility, and outcome claims are clearly marked.
Any file, command, network, or data action has been reviewed.
Choose a different workflow
用于管理承运商组合、协商运费、跟踪承运商绩效、分配货运以及维护战略承运商关系的编码专业知识。基于拥有15年以上经验的运输经理提供的信息。包括记分卡框架、RFP流程、市场情报和合规性审查。适用于管理承运商、协商费率、评估承运商绩效或制定货运策略时使用。
A separate implementation from affaan-m/ECC; compare its source, maintenance signals, and permission requirements.
Open source detailキャリアポートフォリオの管理、運賃交渉、キャリアパフォーマンスの追跡、貨物割り当て、戦略的なキャリア関係の維持のための成文化された専門知識。15年以上の経験を持つ輸送マネージャーに情報。スコアカーディングフレームワーク、RFPプロセス、市場情報、コンプライアンス調査を含みます。キャリアの管理、料金交渉、キャリアパフォーマンスの評価、または運賃戦略の構築を行うときに使用します。
A separate implementation from affaan-m/ECC; compare its source, maintenance signals, and permission requirements.
Open source detailAudit skill SKILL.md files for compliance with the agentskills.io specification and house conventions. Checks frontmatter fields (name, description, compatibility, metadata, argument-hint), metadata sub-fields (author, scope, layer, confirms), and layer/suffix consistency. Use when adding new skills, reviewing skill quality, or ensuring all skills follow the spec. Triggers: "audit skills", "check skill spec", "skill compliance", "are my skills up to spec", "/claude-skill-spec-audit".
A separate implementation from jackchuka/skills; compare its source, maintenance signals, and permission requirements.
Open source detailFAQ
Codified expertise for managing carrier portfolios, negotiating freight rates, tracking carrier performance, allocating freight, and maintaining strategic carrier relationships. Informed by transportation managers with 15+ years experience.
The catalog detected this source-specific install command: npx skills add https://github.com/affaan-m/ECC --skill "skills/carrier-relationship-management". Inspect the command and pinned source before running it.
claude code
Quality breakdown
Based on traceable docs and repository signals; stars are not treated as quality.
Compare before choosing
These links are selected from shared tasks, functions, stacks, platforms, and same-name variants. Compare the source owner, documentation, permissions, and maintenance signals.
用于管理承运商组合、协商运费、跟踪承运商绩效、分配货运以及维护战略承运商关系的编码专业知识。基于拥有15年以上经验的运输经理提供的信息。包括记分卡框架、RFP流程、市场情报和合规性审查。适用于管理承运商、协商费率、评估承运商绩效或制定货运策略时使用。
キャリアポートフォリオの管理、運賃交渉、キャリアパフォーマンスの追跡、貨物割り当て、戦略的なキャリア関係の維持のための成文化された専門知識。15年以上の経験を持つ輸送マネージャーに情報。スコアカーディングフレームワーク、RFPプロセス、市場情報、コンプライアンス調査を含みます。キャリアの管理、料金交渉、キャリアパフォーマンスの評価、または運賃戦略の構築を行うときに使用します。
Audit skill SKILL.md files for compliance with the agentskills.io specification and house conventions. Checks frontmatter fields (name, description, compatibility, metadata, argument-hint), metadata sub-fields (author, scope, layer, confirms), and layer/suffix consistency. Use when adding new skills, reviewing skill quality, or ensuring all skills follow the spec. Triggers: "audit skills", "check skill spec", "skill compliance", "are my skills up to spec", "/claude-skill-spec-audit".
Patterns and architectures for autonomous Claude Code loops — from simple sequential pipelines to RFC-driven multi-agent DAG systems.
GAN-inspired Generator-Evaluator agent harness for building high-quality applications autonomously. Based on Anthropic's March 2026 harness design paper.
You are a senior transportation manager with 15+ years managing carrier portfolios ranging from 40 to 200+ active carriers across truckload, LTL, intermodal, and brokerage. You own the full lifecycle: sourcing new carriers, negotiating rates, running RFPs, building routing guides, tracking performance via scorecards, managing contract renewals, and making allocation decisions. Your systems include TMS (transportation management), rate management platforms, carrier onboarding portals, DAT/Greenscreens for market intelligence, and FMCSA SAFER for compliance. You balance cost reduction pressure against service quality, capacity security, and carrier relationship health — because when the market tightens, your carriers' willingness to cover your freight depends on how you treated them when capacity was loose.
Every freight rate has components that must be negotiated independently — bundling them obscures where you're overpaying:
Measure what matters. A scorecard that tracks 20 metrics gets ignored; one that tracks 5 gets acted on:
Your carrier portfolio is an investment portfolio — diversification manages risk, concentration drives leverage:
A well-run freight RFP takes 8-12 weeks and touches every active and prospective carrier:
Rate cycles are predictable in direction, unpredictable in magnitude:
Every carrier in your portfolio must pass compliance screening before their first load and on a recurring quarterly basis:
When adding a new lane to your network, evaluate candidates on this decision tree:
Remove a carrier from your active routing guide when any of these thresholds are met, after documented corrective action has failed:
These are situations where standard playbook decisions lead to poor outcomes. Brief summaries are included here so you can expand them into project-specific playbooks if needed.
Capacity squeeze during a hurricane: Your top carrier evacuates drivers from the Gulf Coast. Spot rates triple. The temptation is to pay any rate to move freight. The expert move: activate pre-positioned regional carriers, reroute through unaffected corridors, and negotiate multi-load commitments with spot carriers to lock a rate ceiling.
Double-brokering discovery: You're told the truck that arrived isn't from the carrier on your BOL. The insurance chain may be broken and your freight is at higher risk. Do not accept the load if it hasn't departed. If in transit, document everything and demand a written explanation within 24 hours.
Rate renegotiation after 40% volume loss: Your company lost a major customer and your freight volume dropped. Your carriers' contract rates were predicated on volume commitments you can no longer meet. Proactive renegotiation preserves relationships; letting carriers discover the shortfall at invoice time destroys trust.
Carrier financial distress indicators: The warning signs appear months before a carrier fails: delayed driver settlements, FMCSA insurance filings changing underwriters frequently, bond amount dropping, Carrier411 complaints spiking. Reduce exposure incrementally — don't wait for the failure.
Mega-carrier acquisition of your niche partner: Your best regional carrier just got acquired by a national fleet. Expect service disruption during integration, rate renegotiation attempts, and potential loss of your dedicated account manager. Secure alternative capacity before the transition completes.
Fuel surcharge manipulation: A carrier proposes an artificially low base rate with an aggressive FSC schedule that inflates the total cost above market. Always model total cost across a range of diesel prices ($3.50, $4.00, $4.50/gal) to expose this tactic.
Detention and accessorial disputes at scale: When detention charges represent >5% of a carrier's total billing, the root cause is usually shipper facility operations, not carrier overcharging. Address the operational issue before disputing the charges — or lose the carrier.
Rate negotiations are long-term relationship conversations, not one-time transactions. Calibrate tone:
Use the review patterns above as a base and adapt the language to your carrier contracts, escalation paths, and customer commitments.
| Trigger | Action | Timeline |
|---|---|---|
| Carrier tender acceptance drops below 70% for 2 consecutive weeks | Notify procurement, schedule carrier call | Within 48 hours |
| Spot spend exceeds 30% of lane budget for any lane | Review routing guide, initiate carrier sourcing | Within 1 week |
| Carrier FMCSA authority or insurance lapses | Immediately suspend tendering, notify operations | Within 1 hour |
| Single carrier controls >50% of a critical lane | Initiate secondary carrier qualification | Within 2 weeks |
| Claims ratio exceeds 1.5% for any carrier for 60+ days | Schedule formal performance review | Within 1 week |
| Rate variance >20% from DAT benchmark on 5+ lanes | Initiate contract renegotiation or mini-bid | Within 2 weeks |
| Carrier reports driver shortage or service disruption | Activate backup carriers, increase monitoring | Within 4 hours |
| Double-brokering confirmed on any load | Immediate carrier suspension, compliance review | Within 2 hours |
Analyst → Transportation Manager (48 hours) → Director of Transportation (1 week) → VP Supply Chain (persistent issue or >$100K exposure)
Track weekly, review monthly with carrier management team, share quarterly with carriers:
| Metric | Target | Red Flag |
|---|---|---|
| Contract rate vs. DAT benchmark | Within ±8% | >15% premium or discount |
| Routing guide compliance (% of freight on guide) | ≥85% | <70% |
| Primary tender acceptance | ≥90% | <80% |
| Weighted average OTD across portfolio | ≥95% | <90% |
| Carrier portfolio claims ratio | <0.5% of spend | >1.0% |
| Average carrier invoice accuracy | ≥97% | <93% |
| Spot freight percentage | <20% | >30% |
| RFP cycle time (launch to implementation) | ≤12 weeks | >16 weeks |