Install payload
Install payload is broadly covered in current results.
100% (6/6)
Browse the directory
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Showing 6 resources for "redaction"
Saved
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Active
Privacy notes filter active — add entries to compare trust side by side.
Trust snapshot
6 results in this view
Claimed
0%(0/6)
2 trust signals differ in this sample: Source provenance, Submitter
Signals differ on Source provenance, Submitter — add entries to compare before you install.
Rollout signal scan
2 rollout risk signals in current results
Biggest gaps: metadata review, package integrity. 0 entries have 2+ required gaps.
good
Most at-risk entries in this view
- 67%
Secret Handling For MCP Servers And Agent Tools
No required rollout gaps
- 67%
Add Observability to LLM and Agent Applications
No required rollout gaps
- 67%
AI Assistant Secret Handling Rules
No required rollout gaps
- 67%
Privacy-First Research Workflow
No required rollout gaps
- 67%
Safe Shell Command Rules for Agentic Coding Sessions
No required rollout gaps
Adoption queue
Browse adoption queue · balanced
0/6 visible results are ready for staged adoption under this preset.
ready 0caution 6hold 0
Add Observability to LLM and Agent Applications
1 blockers: Metadata review
caution
50/100
Request metadata review from maintainers or internal owners.
Collect package checksum or signed artifact information.
guides/llm-agent-application-observability · trust review · confidence 67%
AI Assistant Secret Handling Rules
1 blockers: Metadata review
caution
50/100
Request metadata review from maintainers or internal owners.
Collect package checksum or signed artifact information.
rules/ai-assistant-secret-handling-rules · trust review · confidence 67%
Privacy-First Research Workflow
1 blockers: Metadata review
caution
50/100
Request metadata review from maintainers or internal owners.
Collect package checksum or signed artifact information.
collections/privacy-first-research-workflow · trust review · confidence 67%
Safe Shell Command Rules for Agentic Coding Sessions
1 blockers: Metadata review
caution
50/100
Request metadata review from maintainers or internal owners.
Collect package checksum or signed artifact information.
rules/safe-shell-command-rules · trust review · confidence 67%
Secret Handling For MCP Servers And Agent Tools
1 blockers: Metadata review
caution
50/100
Request metadata review from maintainers or internal owners.
Collect package checksum or signed artifact information.
guides/secret-handling-for-mcp-servers-and-agent-tools · trust review · confidence 67%
Tree Ring Memory
1 blockers: Metadata review
caution
50/100
Request metadata review from maintainers or internal owners.
Collect package checksum or signed artifact information.
skills/tree-ring-memory · trust review · confidence 67%
Decision confidence
Decision confidence scan · balanced
0/6 results are high-confidence for the selected preset.
high 0medium 6low 0
Add Observability to LLM and Agent Applications
Address Metadata review, Package integrity before broader rollout.
medium
54/100
Missing: Metadata reviewMissing: Package integrity
guides/llm-agent-application-observability · trust review
AI Assistant Secret Handling Rules
Address Metadata review, Package integrity before broader rollout.
medium
54/100
Missing: Metadata reviewMissing: Package integrity
rules/ai-assistant-secret-handling-rules · trust review
Privacy-First Research Workflow
Address Metadata review, Package integrity before broader rollout.
medium
54/100
Missing: Metadata reviewMissing: Package integrity
collections/privacy-first-research-workflow · trust review
Safe Shell Command Rules for Agentic Coding Sessions
Address Metadata review, Package integrity before broader rollout.
medium
54/100
Missing: Metadata reviewMissing: Package integrity
rules/safe-shell-command-rules · trust review
Secret Handling For MCP Servers And Agent Tools
Address Metadata review, Package integrity before broader rollout.
medium
54/100
Missing: Metadata reviewMissing: Package integrity
guides/secret-handling-for-mcp-servers-and-agent-tools · trust review
Tree Ring Memory
Address Metadata review, Package integrity before broader rollout.
medium
54/100
Missing: Metadata reviewMissing: Package integrity
skills/tree-ring-memory · trust review
Freshness distribution
Current results are broadly fresh
Median age 54 days; all 6 scanned entries are within 90 days.
Theme distribution
Themes are broadly spread across this view
36 distinct themes with no dominant one. Most common: local-first, privacy, redaction.
- local-first33% (2)
- privacy33% (2)
- redaction33% (2)
- secrets33% (2)
- agent-memory17% (1)
- agent-sdk17% (1)
- agentic-coding17% (1)
- agents17% (1)
36 distinct themes across 6 scanned
A practical guide for handling secrets when connecting MCP servers and authoring Agent SDK tools in Claude Code: env expansion in .mcp.json, OAuth scope pins, keychain storage, local scope, and redaction before tool arguments reach the model.
A practical guide to instrumenting LLM and agent applications with traces, metrics, logs, GenAI semantic attributes, sampling, and privacy-aware redaction so teams can debug model calls, tool use, retries, and cost.
Source-backed rules for AI coding assistants that must avoid exposing, copying, logging, committing, or normalizing secrets while editing code, configs, tests, prompts, documentation, and CI workflows.
A source-backed collection for private research workflows: local-first planning, reproducible notebooks, local analytical processing, redaction, human review datasets, trace review, and secret scanning before outputs are shared.
Source-backed rules for AI coding agents that propose, compose, review, or run shell commands during coding sessions where quoting, expansion, command injection, file writes, network calls, and destructive operations can cause harm.
Framework-agnostic agent memory lifecycle skill and Rust-native CLI for explicit recall, evidence-backed memory, forgetting, audit, consolidation, DOX/Revolve sync, and local SQLite/FTS storage.