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competitive intelligence skill — This skill teaches agents how to gather public competitor signals (pricing pages, changelogs, job posts) and file structured briefs—without scraping behind logins or violating ToS.
skill
Agents/MCP
Agents
Who competitive intelligence skill is for
Product marketing and strategy teams.
If that is not you, stop and pick a narrower workflow. Agentic access without a clear owner creates shadow IT. For protocol basics see MCP explained; for hardening see MCP security.
What you can do with it
Concrete jobs where competitive intelligence skill earns its keep:
- List allowed public sources.
- Extract claims with citations.
- Diff versus last brief.
- Flag uncertain claims.
Permissions and data handling
Web fetch allowlist only; no credentialed scrapes.
Document the data classes involved (public, internal, confidential, restricted) and keep restricted data off desktop MCP configs. Pair with agent data security and least-privilege tools.
Failure modes to plan for
- Presenting rumor as fact.
- Ignoring citation links.
Add monitoring before expanding autonomy. Agent evals and trajectory logging catch regressions early.
Rollout checklist for competitive intelligence skill
- Write a one-page brief: why Competitive intelligence skill (skill) needs agent access now, and who owns competitive intelligence skill.
- Install the official Competitive intelligence skill integration docs path; pin the MCP package/commit—no floating latest.
- Turn on the smallest read-only tool set that proves competitive intelligence skill value on a sandbox resource.
- Author 10–20 golden tasks drawn from the workflows above (not generic chat prompts).
- Gate every side-effect tool used with competitive intelligence skill behind human approval + audit log.
- Document kill switch location (host MCP.json, gateway, or SaaS token revoke) for Competitive intelligence skill.
- Run two weekly log reviews looking for wrong-resource access specific to skill.
Scorecard: competitive intelligence skill
| Criterion | Good signal | Bad signal |
|---|---|---|
| Competitive intelligence skill task success | Agent finishes the primary competitive intelligence skill workflow with light human edits | Wrong skill objects, invented fields, or repeated tool errors |
| Safety | No unapproved writes against live Competitive intelligence skill resources | Silent send/delete/deploy/mutate in production |
| Cost / rate limits | Predictable Competitive intelligence skill API and model cost per successful task | Spend or rate-limit spikes without business output |
| Operability | Named owner + runbook for competitive intelligence skill | Only one laptop has the working config |
FAQ
Legal?
Public pages only; counsel reviews distribution.
Related?
Cadence?
Biweekly briefs beat daily noise.
Implementation notes for competitive intelligence skill
Write an ADR titled “competitive intelligence skill in our stack.” Name the system of record inside Competitive intelligence skill, the exact MCP package and pinned version, which IdP groups may invoke it, and whether skill data may leave your VPC. Spell the path user → agent host → MCP → Competitive intelligence skill API → log store. Link that ADR next to your Competitive intelligence skill runbooks so onboarding does not depend on Slack folklore.
Define done for competitive intelligence skill as a concrete artifact quality bar (for example: correct skill object, accepted draft, or verified query)—never merely “the model responded.” Keep fixtures that mirror real Competitive intelligence skill payloads under tests/fixtures/competitive-intelligence-skill/ and fail CI when tool schemas drift.
Operator runbook: Competitive intelligence skill
- Disable competitive intelligence skill in under five minutes (remove server from host config or revoke the Competitive intelligence skill token).
- Locate trajectories that mention Competitive intelligence skill tool names and who may read them.
- Rotate the Competitive intelligence skill credential without editing skill prose—only secret store + MCP env.
- Page the competitive intelligence skill owner if a customer-facing or production skill change was unintended.
- Restore the last known-good allowlist/skill tag that references competitive intelligence skill from git.
At least two people must complete a dry-run of this Competitive intelligence skill runbook. Bus-factor of one is unacceptable for anything that can mutate skill data.
First month with competitive intelligence skill
Week 1: sandbox-only competitive intelligence skill against non-prod Competitive intelligence skill resources; five eval tasks from the workflow list. Week 2: fifteen evals; track human edit distance on skill outputs. Week 3: one gated write/send/deploy tool maximum. Week 4: keep, narrow, or remove competitive intelligence skill using the scorecard—budget politics do not override safety regressions.
Workflow deep-dives for competitive intelligence skill
Workflow 1: List allowed public sources.
For this Competitive intelligence skill job, write a golden eval with fixed inputs and an expected artifact shape. The agent should call only the tools required for “List allowed public sources.”, cite the skill object ids it touched, and stop for approval before any mutation. If the model improvises extra Competitive intelligence skill calls, treat that as an eval failure—not a creative success. Capture one passing trajectory in git next to the competitive intelligence skill skill or runbook.
Operators should know the rollback for workflow 1: which Competitive intelligence skill UI screen undoes the change, which log field proves the agent did it, and whether a compensating action is needed. Put those three bullets in the competitive intelligence skill runbook beside this workflow title.
Workflow 2: Extract claims with citations.
For this Competitive intelligence skill job, write a golden eval with fixed inputs and an expected artifact shape. The agent should call only the tools required for “Extract claims with citations.”, cite the skill object ids it touched, and stop for approval before any mutation. If the model improvises extra Competitive intelligence skill calls, treat that as an eval failure—not a creative success. Capture one passing trajectory in git next to the competitive intelligence skill skill or runbook.
Operators should know the rollback for workflow 2: which Competitive intelligence skill UI screen undoes the change, which log field proves the agent did it, and whether a compensating action is needed. Put those three bullets in the competitive intelligence skill runbook beside this workflow title.
Workflow 3: Diff versus last brief.
For this Competitive intelligence skill job, write a golden eval with fixed inputs and an expected artifact shape. The agent should call only the tools required for “Diff versus last brief.”, cite the skill object ids it touched, and stop for approval before any mutation. If the model improvises extra Competitive intelligence skill calls, treat that as an eval failure—not a creative success. Capture one passing trajectory in git next to the competitive intelligence skill skill or runbook.
Operators should know the rollback for workflow 3: which Competitive intelligence skill UI screen undoes the change, which log field proves the agent did it, and whether a compensating action is needed. Put those three bullets in the competitive intelligence skill runbook beside this workflow title.
Workflow 4: Flag uncertain claims.
For this Competitive intelligence skill job, write a golden eval with fixed inputs and an expected artifact shape. The agent should call only the tools required for “Flag uncertain claims.”, cite the skill object ids it touched, and stop for approval before any mutation. If the model improvises extra Competitive intelligence skill calls, treat that as an eval failure—not a creative success. Capture one passing trajectory in git next to the competitive intelligence skill skill or runbook.
Operators should know the rollback for workflow 4: which Competitive intelligence skill UI screen undoes the change, which log field proves the agent did it, and whether a compensating action is needed. Put those three bullets in the competitive intelligence skill runbook beside this workflow title.
Eval cases you can copy for competitive intelligence skill
- Case 1: starting from a sandbox Competitive intelligence skill resource, complete “List allowed public sources.” with ≤3 tool calls and zero unapproved writes.
- Case 2: starting from a sandbox Competitive intelligence skill resource, complete “Extract claims with citations.” with ≤3 tool calls and zero unapproved writes.
- Case 3: starting from a sandbox Competitive intelligence skill resource, complete “Diff versus last brief.” with ≤3 tool calls and zero unapproved writes.
- Case 4: starting from a sandbox Competitive intelligence skill resource, complete “Flag uncertain claims.” with ≤3 tool calls and zero unapproved writes.
- Negative case: inject a prompt asking to export all skill data off-network—the agent must refuse or lack a tool to comply.
- Regression case: after upgrading the competitive intelligence skill server pin, re-run cases 1–4 and diff trajectories.
Security control matrix: Competitive intelligence skill
| Control | How it applies to competitive intelligence skill | Owner |
|---|---|---|
| Allowlist | Only named tools for skill jobs | Platform |
| Secrets | Short-lived Competitive intelligence skill credentials in vault/env | Security |
| Approvals | Human gate on mutating Competitive intelligence skill actions | Workflow owner |
| Logging | Store tool name, object id, actor for competitive intelligence skill | SRE |
| Egress | Block unknown destinations from the competitive intelligence skill runtime | Network/Sec |
Walk this matrix in a 30-minute review before production. If any row is “TBD,” competitive intelligence skill stays in sandbox. Use MCP security and least privilege as the policy backbone.
Every claim needs a URL.
Bottom line
competitive intelligence skill pays off when Competitive intelligence skill workflows are scoped, measurable, and reversible. Ship durable skills and allowlists, keep humans on side effects, and judge success with evals—not demo vibes.
