openclix-update-campaigns（openclix 更新活动）

OpenClix Update Campaigns

Operate campaigns from measured outcomes, not intuition. This skill consumes openclix-analytics outputs and generates safe, reviewable campaign updates.

Purpose

1. Read campaign performance signals from PA metrics.
2. Propose campaign actions per campaign ID.
3. Generate .openclix/campaigns/openclix-config.next.json without mutating the active config.
4. Apply changes only after user confirmation.
5. Choose update procedure based on detected delivery mode (bundle vs hosted HTTP).

Hard Rules

• Keep default mode as propose_then_apply.
• Never mutate .openclix/campaigns/openclix-config.json before user confirmation.
• Use campaign-level decisions (openclix_campaign_id) with conservative sampling.
• Follow pause-first policy for deletion:

- no immediate delete from running state - delete only when already long-paused and repeatedly underperforming

• Inherit config delivery/runtime constraints from openclix-design-campaigns.
• Before writing outputs under .openclix/**, ensure .openclix/ exists in .gitignore.

Inputs

Required:

• .openclix/analytics/impact-metrics.json
• .openclix/campaigns/openclix-config.json

Optional:

• .openclix/analytics/campaign-metrics.json
• .openclix/campaigns/app-profile.json
• .openclix/campaigns/update-history.json

Outputs

• .openclix/campaigns/update-recommendations.json
• .openclix/campaigns/openclix-config.next.json
• .openclix/campaigns/update-history.json

Workflow

1) Preflight

1. Confirm OpenClix integration exists in the app repository.
2. Confirm required input artifacts are present.
3. Ensure .openclix/ is ignored by git when .openclix/** outputs are created.

2) Detect delivery mode

Run:

bash skills/openclix-update-campaigns/scripts/detect_delivery_mode.sh --root <target-project-root>

Priority:

1. explicit user mode (--mode) if provided
2. code-based detection

Returned mode is one of:

• bundle
• hosted_http
• dual
• unknown

If mode is unknown, stop and ask the user to choose bundle or hosted HTTP.

3) Ensure campaign metrics

If .openclix/analytics/campaign-metrics.json is missing:

1. Generate a stub file with status: insufficient_data.
2. Point to provider query recipes for campaign-level extraction.
3. Continue with conservative no_change decisions.

4) Evaluate campaign actions

Run:

bash skills/openclix-update-campaigns/scripts/evaluate_campaigns.sh --root <target-project-root>

Decision defaults:

• unit: per campaign
• primary metric: global d7_retention_delta_pp
• guardrails: campaign open_rate, fail_rate, cancel_rate
• minimum sample: delivered >= 200 and opened >= 20

Action rules are documented in references/decision-rules.md.

5) Produce recommendation artifacts

The evaluator must output:

• update-recommendations.json with action list, reason codes, and proposed patches
• openclix-config.next.json with draft changes only
• updated update-history.json

6) Confirmation gate

Show the recommendation summary and ask for confirmation. Do not apply to active config until confirmation.

7) Apply by delivery mode (after confirmation)

• bundle: sync updated source config to bundled runtime resource path and verify local load + OpenClixCampaignManager.replaceConfig(...) path.
• hosted_http: publish updated config to user-owned HTTPS host and verify URL health.
• dual: update both hosted primary and local fallback paths consistently.

8) Validate and hand off

Run platform checks and report:

• selected delivery mode + evidence
• proposed/applied action list
• modified file paths
• verification command results
• any insufficient-data blockers

Automation handoff

For multi-agent retention review loops, run:

bash scripts/retention_ops_automation.sh \
  --root <target-project-root> \
  --agent all \
  --delivery-mode auto \
  --dry-run

The helper executes delivery mode detection + evaluator orchestration and writes:

• .openclix/automation/run-summary.json
• .openclix/automation/prompts/openclaw.md
• .openclix/automation/prompts/claude-code.md
• .openclix/automation/prompts/codex.md

Failure codes from helper script:

• 10: prerequisite command or required script missing
• 20: no supported PA provider detected
• 21: OpenClix integration not detected
• 30: required input artifact missing
• 31: delivery mode unresolved (unknown)
• 40: evaluator failed

Resources

• references/decision-rules.md
• references/delivery-mode-detection.md
• references/campaign-metrics-contract.md
• references/provider-campaign-query-recipes.md
• ../openclix-design-campaigns/SKILL.md
• ../openclix-analytics/SKILL.md