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FC alphalens-api

Use this skill whenever the user wants to find companies, discover products, or research competitors using AlphaLens. Triggers on: any explicit mention of 'AlphaLens'; requests like 'find companies like X', 'similar companies to', 'who funds these companies', 'investor network analysis', 'company screening using AlphaLens', 'AlphaLens sourcing', 'enrich with AlphaLens', 'AlphaLens enrichment pipeline', 'add to AlphaLens pipeline', 'peer benchmark', 'compare companies by headcount or funding', 'competitive landscape using AlphaLens', 'market map with AlphaLens', 'white space analysis', 'blue ocean analysis'; or bottom-up deep dives on a specific company. Do NOT fire on generic mentions of 'market map', 'competitive landscape', 'screening', 'sourcing', 'pipeline', or 'enrich' without an AlphaLens context marker.

Not recommendedlow grade F
ClawHub Agent Skills author: Walid Mustapha v2.1.1 MIT-0 19 files body ≈ 1 351 tokens Open the sourceclawhub.ai↗ analyzed 4 d ago

As a process C 56/100 · Has gaps — weak spots: result and completion, inputs and preconditions, running it twice

IntegrationInfrastructuretype and topics are labelled automatically from the skill text
Runs in: OpenClaw Claude / Claude Code ChatGPT / Codex Gemini CLI Cursor GitHub Copilot / VS Code Qwen Code Kimi Code CLI Z.ai (GLM) DeepSeek (Deep Code) Mistral Vibe LangChain (deepagents) Goose OpenCode
JSON
Technical rating
F
34/100
safety, quality, tests
Safety 60%
0
Quality 40%
86
Run on models
none yet
Process rating
C
56/100
Has gaps
Result and completion w 14
0
Inputs and preconditions w 11
0
Progress reporting w 2
0
the three weakest of ten parameters · all ten

What is at stake

Medium-severity findings: the skill is probably honest, but read what alarmed the scanner.

Exfiltration medium severity

Below is the worst case for this category. The finding here is medium: the guard saw a sign, not a proof.

If you install

The instructions or scripts send data out: environment variables, keys, file contents, chat history. You may never notice, because the agent performs the upload as "part of the task".

For the author

If the upload is not needed for the task, remove it: catalogs flag such skills and delist them. If it is needed, name the destination explicitly, say what leaves the machine, and give the user a switch.

How to improve

    For the model run — optional
    • Your own cases (evals/evals.json, 4–6 real requests with expected answers): the full check would then run those instead of a model-drafted suite.
    • A spec.yaml with trigger phrases and assertions — a behaviour contract for CI; `skilltest init` writes a template.

    Guard findings · 41

    ✓ No critical or high findings

    Medium and low: 41
    • medium Exfiltration net-credential-use SKILL.md:40
      Credential used in a network call (verify the destination is the intended service)
      All curl commands in this skill and its workflows reference `$KEY` and `$API`. The aliasing above is **required as the first bash command of any session that uses this skill** — skipping it will cause
    • medium Exfiltration net-credential-use SKILL.md:81
      Credential used in a network call (verify the destination is the intended service)
      curl -s -H "API-Key: $KEY" "$API/api/v1/entities/organizations/by-domain/ramp.com"
    • medium Exfiltration net-credential-use SKILL.md:84
      Credential used in a network call (verify the destination is the intended service)
      curl -s -H "API-Key: $KEY" "$API/api/v1/search/organizations/{id}/similar?limit=50&is_headquarters=true"
    • medium Exfiltration net-credential-use SKILL.md:91
      Credential used in a network call (verify the destination is the intended service)
      curl -s -H "API-Key: $KEY" "$API/api/v1/search/products/search?description=AI%20pr…ent&is_headquarters=true"
    • medium Exfiltration net-credential-use SKILL.md:94
      Credential used in a network call (verify the destination is the intended service)
      curl -s -H "API-Key: $KEY" "$API/api/v1/search/products/{product_id}/similar?limit=50&is_headquarters=true"
    • medium Exfiltration net-credential-use workflows/investor-network.md:16
      Credential used in a network call (verify the destination is the intended service)
      curl -s -H "API-Key: $KEY" "$API/api/v1/entities/organizations/{org_id1}/funding" > $WORKDIR/fn1.json &
    • medium Exfiltration net-credential-use workflows/investor-network.md:17
      Credential used in a network call (verify the destination is the intended service)
      curl -s -H "API-Key: $KEY" "$API/api/v1/entities/organizations/{org_id2}/funding" > $WORKDIR/fn2.json &
    • medium Exfiltration net-credential-use workflows/market-map-org.md:25
      Credential used in a network call (verify the destination is the intended service)
      curl -s -H "API-Key: $KEY" "$API/api/v1/search/organizations/{anchor_id}/similar?limit=50&is_headquarters=true" > $WORKDIR/r_anchor.json &
    • medium Exfiltration net-credential-use workflows/market-map-org.md:26
      Credential used in a network call (verify the destination is the intended service)
      curl -s -H "API-Key: $KEY" "$API/api/v1/entities/organizations/by-domain/comp…com" > $WORKDIR/r_c1.json &
    • medium Exfiltration net-credential-use workflows/market-map-org.md:27
      Credential used in a network call (verify the destination is the intended service)
      curl -s -H "API-Key: $KEY" "$API/api/v1/entities/organizations/by-domain/comp…com" > $WORKDIR/r_c2.json &
    • medium Exfiltration net-credential-use workflows/market-map-product.md:61
      Credential used in a network call (verify the destination is the intended service)
      curl -s -H "API-Key: $KEY" "$API/api/v1/entities/organizations/by-domain/{domain}"
    • medium Exfiltration net-credential-use workflows/market-map-product.md:65
      Credential used in a network call (verify the destination is the intended service)
      curl -s -H "API-Key: $KEY" "$API/api/v1/entities/organizations/{organization_id}/products?limit=20"
    • medium Exfiltration net-credential-use workflows/market-map-product.md:86
      Credential used in a network call (verify the destination is the intended service)
      curl -s -H "API-Key: $KEY" "$API/api/v1/search/products/{pid1}/similar?limit=50&is_headquarters=true" > $WORKDIR/prod1.json &
    • medium Exfiltration net-credential-use workflows/market-map-product.md:87
      Credential used in a network call (verify the destination is the intended service)
      curl -s -H "API-Key: $KEY" "$API/api/v1/search/products/{pid2}/similar?limit=50&is_headquarters=true" > $WORKDIR/prod2.json &
    • medium Exfiltration net-credential-use workflows/market-map-product.md:88
      Credential used in a network call (verify the destination is the intended service)
      curl -s -H "API-Key: $KEY" "$API/api/v1/search/products/{pid3}/similar?limit=50&is_headquarters=true" > $WORKDIR/prod3.json &
    • medium Exfiltration net-credential-use workflows/peer-benchmark.md:17
      Credential used in a network call (verify the destination is the intended service)
      curl -s -H "API-Key: $KEY" "$API/api/v1/search/organizations/{anchor_id}/similar?limit=30&is_headquarters=true"
    • medium Exfiltration net-credential-use workflows/peer-benchmark.md:27
      Credential used in a network call (verify the destination is the intended service)
      curl -s -H "API-Key: $KEY" "$API/api/v1/entities/organizations/{id}/growth-metrics" | jq '{hc:.headcount_metrics.headcount, ts_count:(.headcount_metrics.time_series|length), first:.headcount_metrics.t
    • medium Exfiltration net-credential-use workflows/peer-benchmark.md:43
      Credential used in a network call (verify the destination is the intended service)
      curl -s -H "API-Key: $KEY" "$API/api/v1/entities/organizations/{anchor_id}/growth-metrics" > $WORKDIR/gm_anchor.json &
    • medium Exfiltration net-credential-use workflows/peer-benchmark.md:44
      Credential used in a network call (verify the destination is the intended service)
      curl -s -H "API-Key: $KEY" "$API/api/v1/entities/organizations/{peer1_id}/growth-metrics"  > $WORKDIR/gm_peer1.json &
    • medium Exfiltration net-credential-use workflows/peer-benchmark.md:48
      Credential used in a network call (verify the destination is the intended service)
      curl -s -H "API-Key: $KEY" "$API/api/v1/entities/organizations/{anchor_id}/funding" > $WORKDIR/fn_anchor.json &
    • medium Exfiltration net-credential-use workflows/white-space-phase1.md:18
      Credential used in a network call (verify the destination is the intended service)
      curl -s -H "API-Key: $KEY" "$API/api/v1/search/products/{pid1}/similar?limit=50&offset=0&is_headquarters=true" > $WORKDIR/p1_prod0.json &
    • medium Exfiltration net-credential-use workflows/white-space-phase1.md:19
      Credential used in a network call (verify the destination is the intended service)
      curl -s -H "API-Key: $KEY" "$API/api/v1/search/products/{pid1}/similar?limit=50&offset=50&is_headquarters=true" > $WORKDIR/p1_prod50.json &
    • medium Exfiltration net-credential-use workflows/white-space-phase1.md:20
      Credential used in a network call (verify the destination is the intended service)
      curl -s -H "API-Key: $KEY" "$API/api/v1/search/products/{pid2}/similar?limit=50&offset=0&is_headquarters=true" > $WORKDIR/p2_prod0.json &
    • medium Exfiltration net-credential-use workflows/white-space-phase1.md:21
      Credential used in a network call (verify the destination is the intended service)
      curl -s -H "API-Key: $KEY" "$API/api/v1/search/products/{pid2}/similar?limit=50&offset=50&is_headquarters=true" > $WORKDIR/p2_prod50.json &
    • medium Exfiltration net-credential-use workflows/white-space-phase1.md:22
      Credential used in a network call (verify the destination is the intended service)
      curl -s -H "API-Key: $KEY" "$API/api/v1/search/products/{pid3}/similar?limit=50&offset=0&is_headquarters=true" > $WORKDIR/p3_prod0.json &
    • medium Exfiltration net-credential-use workflows/white-space-phase2.md:33
      Credential used in a network call (verify the destination is the intended service)
      curl -s -H "API-Key: $KEY" "$API/api/v1/search/products/search-customers?description=companies%20that%20need%20{upst…w_1}&limit=50&is_headquarters=true" > $WORKDIR/p1_upstream1.json &
    • medium Exfiltration net-credential-use workflows/white-space-phase2.md:34
      Credential used in a network call (verify the destination is the intended service)
      curl -s -H "API-Key: $KEY" "$API/api/v1/search/products/search-customers?description=companies%20that%20need%20{upst…w_2}&limit=50&is_headquarters=true" > $WORKDIR/p1_upstream2.json &
    • medium Exfiltration net-credential-use workflows/white-space-phase2.md:37
      Credential used in a network call (verify the destination is the intended service)
      curl -s -H "API-Key: $KEY" "$API/api/v1/search/products/search-customers?description=companies%20that%20use%20{down…w_1}&limit=50&is_headquarters=true" > $WORKDIR/p1_downstream1.json &
    • medium Exfiltration net-credential-use workflows/white-space-phase2.md:38
      Credential used in a network call (verify the destination is the intended service)
      curl -s -H "API-Key: $KEY" "$API/api/v1/search/products/search-customers?description=companies%20that%20use%20{down…w_2}&limit=50&is_headquarters=true" > $WORKDIR/p1_downstream2.json &
    • medium Exfiltration net-credential-use workflows/white-space-phase3.md:31
      Credential used in a network call (verify the destination is the intended service)
      curl -s -H "API-Key: $KEY" "$API/api/v1/search/products/search?description={feature_A}%20{feature_B}%20{feature_C}&limit=50&is_headquarters=true" > $WORKDIR/p1_abc.json &
    • medium Exfiltration net-credential-use workflows/white-space-phase3.md:34
      Credential used in a network call (verify the destination is the intended service)
      curl -s -H "API-Key: $KEY" "$API/api/v1/search/products/search?description={feature_B}%20{feature_C}&limit=50&is_headquarters=true" > $WORKDIR/p1_bc.json &
    • medium Exfiltration net-credential-use workflows/white-space-phase3.md:37
      Credential used in a network call (verify the destination is the intended service)
      curl -s -H "API-Key: $KEY" "$API/api/v1/search/products/search?description={feature_A}%20{feature_C}&limit=50&is_headquarters=true" > $WORKDIR/p1_ac.json &
    • medium Exfiltration net-credential-use workflows/white-space-phase3.md:40
      Credential used in a network call (verify the destination is the intended service)
      curl -s -H "API-Key: $KEY" "$API/api/v1/search/products/search?description={feature_A}%20{feature_B}&limit=50&is_headquarters=true" > $WORKDIR/p1_ab.json &
    • medium Exfiltration net-credential-use workflows/white-space-phase3.md:43
      Credential used in a network call (verify the destination is the intended service)
      curl -s -H "API-Key: $KEY" "$API/api/v1/search/products/search?description={feature_A}%20{feature_B}%20{feature_D}&limit=50&is_headquarters=true" > $WORKDIR/p1_abd.json &
    • medium Exfiltration net-credential-use workflows/white-space-phase4.md:34
      Credential used in a network call (verify the destination is the intended service)
      curl -s -H "API-Key: $KEY" "$API/api/v1/search/products/search?description={mechanic}%20for%20{icp1}&limit=50&is_headquarters=true" > $WORKDIR/p1_icp1.json &
    • medium Exfiltration net-credential-use workflows/white-space-phase4.md:35
      Credential used in a network call (verify the destination is the intended service)
      curl -s -H "API-Key: $KEY" "$API/api/v1/search/products/search?description={mechanic}%20for%20{icp2}&limit=50&is_headquarters=true" > $WORKDIR/p1_icp2.json &
    • medium Exfiltration net-credential-use workflows/white-space-phase4.md:38
      Credential used in a network call (verify the destination is the intended service)
      curl -s -H "API-Key: $KEY" "$API/api/v1/search/products/search?description={mechanic}%20for%20{anchor_icp}&limit=50&is_headquarters=true" > $WORKDIR/p1_icp_anchor.json &
    • medium Exfiltration net-credential-use workflows/white-space-phase4.md:51
      Credential used in a network call (verify the destination is the intended service)
      curl -s -H "API-Key: $KEY" "$API/api/v1/entities/organizations/{org_id1}/funding" > $WORKDIR/funding_org1.json &
    • medium Exfiltration net-credential-use workflows/white-space-phase4.md:52
      Credential used in a network call (verify the destination is the intended service)
      curl -s -H "API-Key: $KEY" "$API/api/v1/entities/organizations/{org_id2}/funding" > $WORKDIR/funding_org2.json &
    • medium Exfiltration net-credential-use workflows/white-space.md:68
      Credential used in a network call (verify the destination is the intended service)
      curl -s -H "API-Key: $KEY" "$API/api/v1/entities/organizations/by-domain/{domain}"
    • medium Exfiltration net-credential-use workflows/white-space.md:75
      Credential used in a network call (verify the destination is the intended service)
      curl -s -H "API-Key: $KEY" "$API/api/v1/entities/organizations/{organization_id}/products?limit=20"

    Files scanned: 19. Evidence is masked. Grey chips explain why severity was lowered.

    Against the Agent Skills spec

    ✓ No remarks against the Agent Skills spec

    Process rating: all ten parameters 56/100

    • 0Result and completion. Does not say what the result is
    • 0Inputs and preconditions. Does not say what the process needs to start
    • 0Progress reporting. Says nothing while it works
    • 30Running it twice. 2 mutating operations with no state check
    • 60Tools and files. Uses tools (bash, web) that frontmatter does not declare
    • 70When it triggers. States when to use, but not when not to
    • 70Failures and branches. 4 branches
    • 100Steps. 17 steps
    • 100Consistency. Name and required fields are in place
    • 100Execution cost. Instruction body is 1351 tokens
    • medium Safety rules and hard prohibitions inside a skill: they belong in the system prompt, here they protect nothing

    Everything here is measured from the skill text rather than judged by a model, so the numbers are checkable. A parameter weighs more when it is a more common reason for the process to stall.

    Quality signals

    • +5Description has no quoted example phrases that should trigger the skill
    • +4Description does not say when NOT to use the skill (false activations)
    • +3Description length 821: 120–800 characters recommended
    • +3Output format is not stated: the model decides each time
    • +2Single-language instructions
    • +4Structure: 11 headings
    • +3Step-by-step instructions: 17 items
    • +4Has examples (4 code blocks)
    • +4Reference files are cited in the instructions (2 of 2)
    • +1License stated

    Quality base 70; lint remarks subtract, signals add up to 100. Result: 86.

    External checks

    ClawHub: clean
    This is a disclosed AlphaLens research integration that uses an API key and external lookups, with no artifact-backed evidence of hidden persistence, credential theft, or destructive behavior.
    LLM: benign (medium) · VirusTotal: · 28 May 2026