fix(linkedin-studio): S22 harden outreach — add missing Bash grant, drop orphan WebFetch+Write, re-source fabricated pod/DM stats to SSOT
Outreach is the first command in the hardening queue that both delegates to an
agent (network-builder) and mutates real state (recordOutreachContact), so the
weight fell on axis-d. Five fixes across two files (operator-approved scope
extension to the SSOT-diverging guide source):
- allowed-tools: ADD Bash (Step 8c runs `node state-updater.mjs --record-outreach`
and needs it — firsthour precedent grants Bash for the same pattern; the command
promised a mutation it couldn't execute), DROP orphan WebFetch + Write grants
(zero body use; :410/:1040 "Write a post" is prose). Now
Read·Glob·WebSearch·AskUserQuestion·Task·Bash.
- Step 7 pod-warning (axis-b'): replaced fabricated magnitudes ("30-55% reach
reduction", "shadow suppression", "credibility score", "penalizes",
"Post-March 2025", "low dwell") with the SSOT statement
(algorithm-signals-reference.md:98 — demote out of "Most Relevant" / scope to
own network / restrict repeat offenders) + cite.
- :652 DM-amplification "2-3x first-hour" (axis-b'): re-attributed 2-3x to collab
reach (where SSOT places it), kept the first-hour effect qualitative.
- collaborations-guide.md:349-370 (axis-b', scope extension): same SSOT rewrite of
the "March 2025 Crackdown" section so the Step 7 fix can't be re-rendered from a
stale reference (dropped "shadow banning ALL future content / 90+ days / 6+
months / permanent penalty" + speculative detection methods).
Verify: re-grep both files clean (orphans/fabricated stats NONE, Bash :21, SSOT
text in place); recordOutreachContact throwaway-fixture 10/10 PASS (additive,
$-safe, newest-first, untouched undeclared fields); test-runner 81/0/0 exit 0;
counts 29/19 unchanged (.md-only).
Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_016qgzo6rxthw7KuxHjn5vyE
This commit is contained in:
parent
52f6e3bd71
commit
ff52ec8577
3 changed files with 88 additions and 28 deletions
|
|
@ -346,28 +346,22 @@ Include collaborator content in Featured:
|
|||
|
||||
---
|
||||
|
||||
## Engagement Pods: March 2025 Crackdown
|
||||
## Engagement Pods: An Active Crackdown
|
||||
|
||||
LinkedIn's March 2025 update dramatically increased pod detection capabilities.
|
||||
LinkedIn runs an active engagement-pod crackdown and keeps expanding how it
|
||||
detects them (see `algorithm-signals-reference.md` — the algorithm SSOT).
|
||||
|
||||
### Detection Methods Now in Use
|
||||
### How Pods Get Detected
|
||||
|
||||
- Browser extension tracking (LinkedIn detects pod-organizing extensions)
|
||||
- Pattern analysis on comment timing (simultaneous engagement = red flag)
|
||||
- Comment-timing analysis (simultaneous engagement = red flag)
|
||||
- Cross-account engagement correlation (same people always first to engage)
|
||||
- Linguistic fingerprinting (similar comment patterns across accounts)
|
||||
- Reciprocal engagement loops (the same accounts engaging each other)
|
||||
|
||||
### Consequences
|
||||
### What LinkedIn Does
|
||||
|
||||
- Shadow banning affects ALL future content (not just the flagged post)
|
||||
- Reach penalties persist for 90+ days
|
||||
- Can take 6+ months to recover algorithmic trust
|
||||
- Some accounts never fully recover
|
||||
|
||||
### The Math Has Changed
|
||||
|
||||
- **Old:** Pod engagement boosted first-hour metrics → more reach
|
||||
- **New:** Pod engagement triggers detection → permanent reach penalty
|
||||
- Pod-style auto-comments are demoted out of "Most Relevant"
|
||||
- Their reach is scoped to your own network — it stops spreading beyond it
|
||||
- Repeat offenders get restricted
|
||||
|
||||
**Pods now hurt more than help.** Build authentic communities instead:
|
||||
- Genuine relationships with 3-5 aligned creators
|
||||
|
|
|
|||
Loading…
Add table
Add a link
Reference in a new issue