Social quality auditor skill

Use when the user asks to "audit our social presence" or "is this batch safe to publish".

by aaron-he-zhu·Apache-2.0 license·★ 2,858 Stars on the repo·GitHub ↗

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Social Quality Auditor

Run one ECHO profile on one unit. The asset-gate audits a publish package and its governing records; program-maturity profiles audit a channel portfolio/window. Social outcomes remain measured metrics, not part of either rubric score.

When This Must Trigger

  • Before queued posts/assets publish or a paused queue resumes.
  • When channel truth, claims, disclosure, engagement manipulation, UGC permission, or reported denominators are in doubt.
  • When the user requests a community/B2C/founder program-maturity baseline or rerun.

Quick Start

Run ECHO asset-gate on this five-post batch against channel/claims/UGC records.
Audit the last 90 days with program-maturity-community; report outcomes separately.

Skill Contract

Reads: one asset package or one channel portfolio/window, current governance projections, and dated evidence. Writes: only a permissioned v3 artifact. Done when: one profile is complete or its Unknowns are explicit, with no publication, queue, registry, or engagement side effect.

channel-registry, offer-claims-registry, and permission/consent state own truth. This skill judges frozen state and never manufactures permissions or updates canonical records.

Data Sources

Need Preferred evidence
Channel truth Current channel projection, account control, dated rules
Asset craft Exact rendered/caption/package version and narrative canon
Claims/disclosures Approved claims plus market/platform relationship facts
Hosting/rights Permission events, advocacy evidence, response/moderation logs
Observability Native exports, GA4/GSC, denominator definitions, locked panels
Public signal Compliant public connectors; adjacent sources labeled proxy

Instructions

Runtime Reads
  • ../../../references/auditor-runbook.md
  • ../../../references/scoring-semantics.md
  • ../../../references/echo-benchmark.md
  • ../../../references/runtime-invocation.md
  • references/auditor-runtime.md
Runtime and Setup

Read ../../../references/auditor-runbook.md, scoring-semantics.md, echo-benchmark.md, and the ECHO catalog entry. Standalone installs use bundled immutable references/auditor-runtime.md; never fetch mutable main. Before deterministic calls, follow runtime-invocation.md, resolve AARON_SKILLS_ROOT="${CLAUDE_PLUGIN_ROOT:-$(git rev-parse --show-toplevel 2>/dev/null || true)}", and require the scorer, validator, and typed catalogs. If unavailable, return score_state: NOT_SCORED / score_confidence: not_scored with no gate verdict or persistent artifact.

Declare target, profile, assessment_mode, program_archetype, channels, market, window, and observation date. Use assessment_mode: asset plus program_archetype: not-applicable for asset-gate; use assessment_mode: program plus the exact community|b2c|founder archetype for a maturity profile. Profile and context must match.

Profile Procedure
  • asset-gate: score E1, C1–C10, H1/H2, and O1. An observed asset with no performance rate/metric claim passes O1; missing asset access is Unknown.
  • program-maturity-community: score E/H/O with community weights.
  • program-maturity-b2c: score E/H/O with feed-led weights.
  • program-maturity-founder: score E/H/O with founder-led weights.

Do not add Craft into program maturity or average asset and program results. Every observed state needs source/date/type/confidence. Closed-platform data requires user export; missing private evidence is Unknown.

Verify profile-relevant vetoes: ECHO-E1 governed channel contradiction, ECHO-C1 material claim failure, ECHO-C2 missing applicable disclosure, ECHO-H1 manufactured/baited engagement, ECHO-H2 unpermissioned UGC republication, and ECHO-O1 hidden/switched denominator or proxy-as-measured. Run the typed scorer.

§2 ECHO Worked Examples

  • Complete asset gate, raw 88, no veto/fail: DONE/SHIP, final 88.
  • Complete asset gate, raw 82, one verified H2 failure: DONE_WITH_CONCERNS/FIX, final 59.
  • Complete asset gate, verified C1 and C2 failures: DONE/BLOCK, no final score.
  • Program profile without a native export for a required O item: NEEDS_INPUT/UNDECIDED, no score.

§3 ECHO Guardrails

  • Missing channel/permission evidence is Unknown, not automatic failure.
  • A native attributed share is not automatically UGC republication; paid/off-platform reuse needs its own permission.
  • Genuine feedback questions are not engagement bait; coordinated/rewarded mechanics are judged from evidence.
  • Platform posting-hour/hashtag folklore is dated Estimated context, never a veto.
  • Qualified reach, pipeline, community retention, and other outcomes are reported with denominators/controls outside the rubric.

§5 ECHO Translation

State asset-gate or exact maturity profile in every result. On trace request, qualify all ECHO IDs, especially ECHO-O1 versus ROAS-O1 and ECHO-E1 versus TALE-E1.

Report and Verdict

Begin with the auditor-runbook's exact typed conversation header. Never replace status, verdict, or score_state with prose; list each explicitly missing qualified item as ``ID: `unknown``` before findings.

Show verdict, unit/profile/context/date, score or coverage/interval, confidence, included-item detail, verified critical controls, Unknown inputs, and fixes. For asset batches, identify the exact asset/location. Never publish or unpause a queue based only on the audit; separate explicit approval is required.

Validation Checkpoints

  • One unit/profile/window is declared; asset/program constructs are not mixed.
  • Current channel/claims/permission state was used, not a stale candidate file.
  • Expected items have valid states and provenance.
  • O1 is evidence-backed Pass when an observed asset makes no metric claim; missing access stays Unknown.
  • Outcomes are not smuggled into a rubric score; no side effect occurred.

Persistence

Persist only after explicit authorization to memory/audits/social/YYYY-MM-DD-<topic>.md. Preserve the scorer's orthogonal status and verdict; validate the complete v3 draft with validate-audit-artifact.py against the intended relative path, persist only through one full-content Write, and revalidate the target per the auditor runbook. Edit/shell/MCP mutations of the reserved sink are unsupported. Do not autonomously write channel state, permissions, claims, queues, or hot cache.

Reference Materials

Next Best Skill

1---
2name: social-quality-auditor
3slug: aaron-social-quality-auditor
4displayName: "Social Quality Auditor · 社媒质量门"
5summary: "社媒资产门/运营成熟度/六条红线"
6description: 'Use when the user asks to "audit our social presence" or "is this batch safe to publish"; runs either the typed ECHO asset gate or a separate program-maturity profile, with channel-truth, claim, disclosure, manipulation, UGC-rights, and denominator checks. Not for creator deliverables — use creator-content-auditor; not for launch readiness — use launch-readiness-auditor. 社媒资产门/运营成熟度/发布前放行'
7version: "20.1.0"
8license: Apache-2.0
9compatibility: "Claude Code and compatible agent-skill hosts"
10homepage: "https://github.com/aaron-he-zhu/aaron-marketing-skills"
11when_to_use: "Use for a pre-publish social asset/batch gate or a separate channel-program maturity audit. Never combine the asset and operating profiles into one score."
12argument-hint: "<asset batch or channel portfolio> [asset-gate|community|b2c|founder]"
13class: auditor
14metadata: {"author": "aaron-he-zhu", "version": "20.1.0", "discipline": "social", "phase": "host", "geo-relevance": "low", "hermes": {"tags": ["marketing", "social", "host"], "category": "social"}, "openclaw": {"emoji": "📣", "homepage": "https://github.com/aaron-he-zhu/aaron-marketing-skills"}}
15---
16 
17# Social Quality Auditor
18 
19Run one ECHO profile on one unit. The `asset-gate` audits a publish package and its governing records; program-maturity profiles audit a channel portfolio/window. Social outcomes remain measured metrics, not part of either rubric score.
20 
21## When This Must Trigger
22 
23- Before queued posts/assets publish or a paused queue resumes.
24- When channel truth, claims, disclosure, engagement manipulation, UGC permission, or reported denominators are in doubt.
25- When the user requests a community/B2C/founder program-maturity baseline or rerun.
26 
27## Quick Start
28 
29```text
30Run ECHO asset-gate on this five-post batch against channel/claims/UGC records.
31Audit the last 90 days with program-maturity-community; report outcomes separately.
32```
33 
34## Skill Contract
35 
36**Reads:** one asset package or one channel portfolio/window, current governance projections, and dated evidence. **Writes:** only a permissioned v3 artifact. **Done when:** one profile is complete or its Unknowns are explicit, with no publication, queue, registry, or engagement side effect.
37 
38`channel-registry`, `offer-claims-registry`, and permission/consent state own truth. This skill judges frozen state and never manufactures permissions or updates canonical records.
39 
40## Data Sources
41 
42| Need | Preferred evidence |
43|---|---|
44| Channel truth | Current channel projection, account control, dated rules |
45| Asset craft | Exact rendered/caption/package version and narrative canon |
46| Claims/disclosures | Approved claims plus market/platform relationship facts |
47| Hosting/rights | Permission events, advocacy evidence, response/moderation logs |
48| Observability | Native exports, GA4/GSC, denominator definitions, locked panels |
49| Public signal | Compliant public connectors; adjacent sources labeled proxy |
50 
51## Instructions
52 
53### Runtime Reads
54 
55- `../../../references/auditor-runbook.md`
56- `../../../references/scoring-semantics.md`
57- `../../../references/echo-benchmark.md`
58- `../../../references/runtime-invocation.md`
59- `references/auditor-runtime.md`
60 
61### Runtime and Setup
62 
63Read `../../../references/auditor-runbook.md`, `scoring-semantics.md`, `echo-benchmark.md`, and the ECHO catalog entry. Standalone installs use bundled immutable `references/auditor-runtime.md`; never fetch mutable `main`. Before deterministic calls, follow [`runtime-invocation.md`](../../../references/runtime-invocation.md), resolve `AARON_SKILLS_ROOT="${CLAUDE_PLUGIN_ROOT:-$(git rev-parse --show-toplevel 2>/dev/null || true)}"`, and require the scorer, validator, and typed catalogs. If unavailable, return `score_state: NOT_SCORED` / `score_confidence: not_scored` with no gate verdict or persistent artifact.
64 
65Declare target, profile, `assessment_mode`, `program_archetype`, channels, market, window, and observation date. Use `assessment_mode: asset` plus `program_archetype: not-applicable` for `asset-gate`; use `assessment_mode: program` plus the exact `community|b2c|founder` archetype for a maturity profile. Profile and context must match.
66 
67### Profile Procedure
68 
69- **`asset-gate`:** score E1, C1–C10, H1/H2, and O1. An observed asset with no performance rate/metric claim passes O1; missing asset access is Unknown.
70- **`program-maturity-community`:** score E/H/O with community weights.
71- **`program-maturity-b2c`:** score E/H/O with feed-led weights.
72- **`program-maturity-founder`:** score E/H/O with founder-led weights.
73 
74Do not add Craft into program maturity or average asset and program results. Every observed state needs source/date/type/confidence. Closed-platform data requires user export; missing private evidence is Unknown.
75 
76Verify profile-relevant vetoes: `ECHO-E1` governed channel contradiction, `ECHO-C1` material claim failure, `ECHO-C2` missing applicable disclosure, `ECHO-H1` manufactured/baited engagement, `ECHO-H2` unpermissioned UGC republication, and `ECHO-O1` hidden/switched denominator or proxy-as-measured. Run the typed scorer.
77 
78## §2 ECHO Worked Examples
79 
80- Complete asset gate, raw 88, no veto/fail: `DONE/SHIP`, final 88.
81- Complete asset gate, raw 82, one verified H2 failure: `DONE_WITH_CONCERNS/FIX`, final 59.
82- Complete asset gate, verified C1 and C2 failures: `DONE/BLOCK`, no final score.
83- Program profile without a native export for a required O item: `NEEDS_INPUT/UNDECIDED`, no score.
84 
85## §3 ECHO Guardrails
86 
87- Missing channel/permission evidence is Unknown, not automatic failure.
88- A native attributed share is not automatically UGC republication; paid/off-platform reuse needs its own permission.
89- Genuine feedback questions are not engagement bait; coordinated/rewarded mechanics are judged from evidence.
90- Platform posting-hour/hashtag folklore is dated Estimated context, never a veto.
91- Qualified reach, pipeline, community retention, and other outcomes are reported with denominators/controls outside the rubric.
92 
93## §5 ECHO Translation
94 
95State `asset-gate` or exact maturity profile in every result. On trace request, qualify all ECHO IDs, especially `ECHO-O1` versus `ROAS-O1` and `ECHO-E1` versus `TALE-E1`.
96 
97## Report and Verdict
98 
99Begin with the auditor-runbook's exact typed conversation header. Never replace `status`, `verdict`, or `score_state` with prose; list each explicitly missing qualified item as ``ID: `unknown``` before findings.
100 
101Show verdict, unit/profile/context/date, score or coverage/interval, confidence, included-item detail, verified critical controls, Unknown inputs, and fixes. For asset batches, identify the exact asset/location. Never publish or unpause a queue based only on the audit; separate explicit approval is required.
102 
103## Validation Checkpoints
104 
105- One unit/profile/window is declared; asset/program constructs are not mixed.
106- Current channel/claims/permission state was used, not a stale candidate file.
107- Expected items have valid states and provenance.
108- O1 is evidence-backed Pass when an observed asset makes no metric claim; missing access stays Unknown.
109- Outcomes are not smuggled into a rubric score; no side effect occurred.
110 
111## Persistence
112 
113Persist only after explicit authorization to `memory/audits/social/YYYY-MM-DD-<topic>.md`. Preserve the scorer's orthogonal `status` and `verdict`; validate the complete v3 draft with `validate-audit-artifact.py` against the intended relative path, persist only through one full-content Write, and revalidate the target per the auditor runbook. Edit/shell/MCP mutations of the reserved sink are unsupported. Do not autonomously write channel state, permissions, claims, queues, or hot cache.
114 
115## Reference Materials
116 
117- [ECHO benchmark](../../../references/echo-benchmark.md)
118- [Auditor runbook](../../../references/auditor-runbook.md)
119- [Scoring semantics](../../../references/scoring-semantics.md)
120- [Measurement protocol](../../../references/measurement-protocol.md)
121 
122## Next Best Skill
123 
124- **Channel truth:** [channel-registry](../../../protocol/channel-registry/SKILL.md)
125- **Claims:** [offer-claims-registry](../../../protocol/offer-claims-registry/SKILL.md)
126- **UGC/response:** [engagement-inbox-manager](../engagement-inbox-manager/SKILL.md)
127- **Measurement:** [social-measurement-loop](../../observe/social-measurement-loop/SKILL.md)
128 

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