BC instagram-posting-pipeline
End-to-end Instagram automation pipeline using the official Meta Graph API. Generates promotional creatives and publishes directly to Instagram Business accounts without third-party automation tools. Completely free — no Zapier, no Make, no paid schedulers. Requires user-provided credentials (no shared app or tokens). Triggers on: "post to Instagram", "autopost Instagram", "auto Instagram poster free", "automate Instagram posts", "schedule Instagram post free", "post to IG automatically", "create and post Instagram promo", "free Instagram automation", "Instagram bulk poster", "auto post to Instagram from website", "AI Instagram poster", "post promo image to Instagram", "generate and post course promo", "automate Instagram for gym/salon/course/restaurant/shop". Works for any business: gyms, salons, courses, restaurants, e-commerce, local shops, agencies. Just provide business name and details, or paste your website URL and AI auto-extracts your business info to generate the post.
As a process C 52/100 · Has gaps — weak spots: result and completion, inputs and preconditions, consistency
How to improve
- Say in the description WHEN to use the skill ("use when…", example requests): that is the agent's main cue.
- 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 · 0
✓ No critical or high findings
Files scanned: 6. Evidence is masked. Grey chips explain why severity was lowered.
Against the Agent Skills spec
- warning
frontmatter-yamlSKILL.md: the frontmatter is not valid YAML (YAML parse error: Nested mappings are not allowed in compact mappings at line 2, column 14: description: End-to-end Instagram automation pipeline using the official Meta G… ^ ); fields were read line by line. The usual cause is a colon inside an unquoted value - warning
description-no-whendescription does not say WHEN to use the skill (no "use when")
Process rating: all ten parameters 52/100
- 0Result and completion. Does not say what the result is
- 0Inputs and preconditions. Does not say what the process needs to start
- 30Running it twice. 2 mutating operations with no state check
- 40Consistency. Frontmatter name (instagram-posting-pipeline) differs from the folder (instagram-auto-posting)
- 50Failures and branches. 0 branches, has a failure section
- 60Tools and files. Uses tools (python) that frontmatter does not declare
- 70When it triggers. States when to use, but not when not to
- 100Steps. 23 steps
- 100Execution cost. Instruction body is 1542 tokens
- 100Progress reporting. Reports progress
- medium Safety rules and hard prohibitions inside a skill: they belong in the system prompt, here they protect nothing
- low 10 top-level sections: this looks like several domains in one skill
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
- +4Description does not say when NOT to use the skill (false activations)
- +3Description length 993: 120–800 characters recommended
- +3Output format is not stated: the model decides each time
- +1No license
- +2Single-language instructions
- +5Description quotes 14 example trigger phrases
- +4Structure: 15 headings
- +3Step-by-step instructions: 23 items
- +4Has examples (9 code blocks)
- +3All 4 scripts are documented
Quality base 70; lint remarks subtract, signals add up to 100. Result: 67.