recommend_tools
shallowcom.coghelm/coghelm · Verify this server
Recommend AI tools for a job a leader needs done (e.g. 'run better 1:1s', 'write a board update', 'research a competitor', 'grant writing'), using Coghelm's curated job guides and directory. Optional constraints: budget ('free' keeps only tools with a known free plan; 'low' ranks free plans first) and team size (small teams rank enterprise tools last). Returns ranked tools with reasons, pricing notes, and Coghelm links.
1 trials · measured today
recommend_tools scores 100.0/100 on Vouch's measured behaviour index, from 1 real invocation trials against com.coghelm/coghelm, measured 20 Oct 2026 under methodology v0.2.0. Every measured component scored 100.
Component breakdown
| Component | Weight | Value |
|---|---|---|
| Reliability | 35% | not applicable |
| Schema integrity | 25% | 100.0 |
| Failure behaviour | 15% | not applicable |
| Latency | 15% | not applicable |
| Concurrency | 10% | not applicable |
Tool details
- Transport
- remote
- Credential class
- open
- Input schema
- not declared
- Output schema
- not declared
- Side-effect classification
- unclassified
Score history
| Day | Score | Tier | Methodology |
|---|---|---|---|
| 2026-10-20 | 100.0 | shallow | v0.2.0 |
Probe evidence
| Probe | Outcomes |
|---|---|
| schema_integrity | pass: 1 |
Raw request/response logs are not archived yet — the outcome counts above are drawn directly from every recorded trial.
Embed this score
Available for every tool, scored or not — not a verification perk. Always links back to this page.
[](https://vouch.tools/tools/fec5cc14-fd90-488d-a886-ec43660f8bde)