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Bottleneck Resolver — measured AI agent skill | DecimalAI

stijnman/bottleneck-resolver

SkillScore82Maintained

Identifies and resolves performance bottlenecks in agent workflows. Use when tasks are slow, stuck, or user says find bottleneck, speed up. Triggers: fi nd bottleneck, speed up, why so slow, optimize workflow.

by stijnman

Links this skill to your agents and keeps it current with the author’s updates.

Automatic

DevOps & SRE pack

decimalai skills pull stijnman-bottleneck-resolver

Get this skill — curl · raw file

curl -fsSL https://app.decimal.ai/s/stijnman-bottleneck-resolver/SKILL.md

Raw file: /s/stijnman-bottleneck-resolver/SKILL.md ↗ · machine-readable summary at /s/stijnman-bottleneck-resolver.json ↗

In productionGlobal

how this skill behaves on real traffic · last 30 days

No production data for this skill yet — usage numbers appear here once agents start running it.

Anonymized aggregate across every org using this skill — proof from real production use, not a demo.

Does this skill help? · Benchmark: with vs. withoutsign in to run this on your agents

22 test cases from the publisher’s eval.yaml · each run twice on gemini-3.6-flash — with the skill injected, then without · last run 7d ago

—-13% tokens0% turns82% of whole cases pass with skill (18/22)

Test case	Without → With	Effect	Δ tokens	Δ turns
case-02	✗→✓	▲ Improved	-29%	0%
case-01	✗→✓	▲ Improved	1480%	0%
case-03	✗→✓	▲ Improved	-12%	0%
case-04	✗→✓	▲ Improved	-27%	0%
case-07	✗→✓	▲ Improved	-28%	0%

Showing 5 of 22 cases

SkillSafety

✓ 3 of 3 passed

Code scan15 of 15 checks clean

0 critical · 0 warning · 0 info — scanner v4 — 8/1/2026

live_secretremote_code_executionreverse_shelldata_exfiltrationssrf_metadataagent_snoopinganti_refusaldestructive_commandsobfuscated_unicodeunicode_homoglyphopaque_blobsuspicious_urltool_overreachtrigger_abuseprompt_injection_phrasing

IntentSafe

LLM judge · does the skill do what it claims

ContentClean

LLM judge · policy & harmful-content review

Source

Imported

stijnman / grok-custom-skills

.grok/skills/bottleneck-resolver/SKILL.md

View on GitHub ↗

License MITImported 8/1/2026Version v1

Skill contents

SKILL.md

Bottleneck Resolver

When to Use

User says find bottleneck or task matches this capability
User says speed up or task matches this capability
User says why so slow or task matches this capability
User says optimize workflow or task matches this capability

Workflow

Profile step durations (tool calls, waits, retries).
Rank bottlenecks by impact.
Propose fixes: parallelize, cache, simplify, batch.
Implement highest-impact fix; re-measure.

Integrations

performance-optimizer
parallel-tool-orchestrator
predictive-cache-manager

Error Handling

| Failure | Response | |---------|----------| | Cannot measure | Add timing logs to next run. |

Gotchas

Measure before optimizing; avoid premature parallelization.

Example

Input: User request matching triggers above. Output: Structured result per workflow with integrations invoked as needed.

Want to see if stijnman/bottleneck-resolver would activate on your phrasing? Try it before you install — no LLM call, no signup.

Other measured skills in the registry, with their headline benchmark lift.