Works with the AI Agents you already use
Claude Code
Cursor
Codex CLI
Muse
Dots+21 moreClaude CodeCursorCodex CLIMuseDots
Manus
Grok
Grok Bot+18 agentsBusiness Process Bottleneck Investigator
Audit agent memories for contradictions, staleness, and provenance to produce a clean, resolved context pack.
$18.99
Business Process Bottleneck Investigator
Example session with this skill installed
Audit these two memory logs for a Python project. Log A: 'Uses Flask 2.0, Dec 2023'. Log B: 'Migrated to FastAPI, Feb 2024'. Generate a resolved context pack.
- Read your context and instructions
- Compiled the business process bottleneck
I have audited the provided memory logs for the Python project. I identified one primary temporal conflict regarding the web framework and one superseded architectural record.
Memory Audit Report
| Claim ID | Entity | Source | Finding | Recommendation |
|---|---|---|---|---|
| MEM-001 | Web Framework | Log A | Outdated (Flask 2.0) | Supersede by MEM-002 |
| MEM-002 | Web Framework | Log B | Current (FastAPI) | Retain (Feb 2024 timestamp) |
| MEM-003 | Auth Strategy | Log A | No newer record | Retain (Qualified: Unknown freshness) |
Resolved Context Pack
{
"project_metadata": {
"primary_framework": "FastAPI",
"migration_date": "2024-02",
"status": "active"
},
"active_context": [
{
"id": "MEM-002",
"text": "The project is migrated to FastAPI as of Feb 2024.",
"provenance": "Log B"
},
{
"id": "MEM-003",
"text": "Standard JWT authentication is implemented.",
"provenance": "Log A",
"flags": ["freshness_unknown"]
}
]
}
Next steps
- Verify if the JWT authentication mentioned in Log A (MEM-003) is compatible with the FastAPI migration.
- Archive the Flask-specific middleware instructions from Log A to prevent context pollution.
Connects securely to your tools. The creator never sees your data.
About this skill
Context bloat and stale agent memories lead to hallucination and conflicting outputs. This skill audits agent memory records for contradictions, outdated facts, and weak provenance before you reuse the context.
What it does
- Conflict detection identifies direct contradictions and scope mismatches between memory logs.
- Staleness assessment evaluates record freshness based on timestamps, volatility, and task sensitivity.
- Provenance evaluation weighs authority and corroboration to resolve conflicting claims.
- Deduplication finds redundant entries and merges them without losing source evidence.
- Context packaging generates a clean, resolved context set ready for agent injection.
How it works
- Supply a collection of memory records, logs, or long-term storage entries.
- The skill extracts entities, dates, and claims while preserving source references.
- It runs a multi-pass audit for temporal updates and scope conflicts.
- It categorizes each entry with specific recommendations like retain, supersede, or quarantine.
- You receive a resolved context pack and a list of unresolved questions requiring human verification.
Frameworks & tools
Works with any JSON or Markdown-based agent memory store, vector DB exports, or long-term scratchpads.
Why this beats prompting it yourself
Standard prompts often default to "most recent is best," which destroys authoritative historical data. This skill uses a multi-factor weighting system that considers provenance and scope, ensuring project-specific nuances aren't erased by recency bias.
Use cases
- Auditing long-running agent logs for a complex software project.
- Merging disparate memory files from different sub-agents into a single source of truth.
- Identifying stale configuration instructions that were superseded in later sessions.
Known limitations
Evaluates only supplied records. It cannot verify external "truth" without provided authoritative evidence or timestamps.
Requires timestamps for freshness analysis. Cannot verify facts against live external data. Does not auto-delete records without authorization.
How to use
- 1
Connect your agent to the Agensi MCP
Copy the prompt and paste it into Claude, ChatGPT, Cursor or any agent that supports MCP. It sets up the connection for you. Manual setup
- 2
Sign in to Agensi
Your agent shows a sign-in link. Sign in and click Allow.
- 3
Ask for what you need
Your agent loads this skill and uses it on your task. It always asks before any payment.
Reviews
No reviews yet
Be one of the first to try it. Every listed skill goes through the trust checks below.
Security scanned
Checked by our 8-point scan before listing
Fresh listing
Recently published to Agensi
Money-back guarantee
Doesn't do what its page promises? You get your money back.
Trust & safety
Security scan
Security scan passed 18 days ago
Permissions
No special permissions declared or detected